{"decision_id": "DEC-professional-services-2026-04-25-1", "date": "2026-04-25", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "defer", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-25-2", "date": "2026-04-25", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "escalate", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-25-3", "date": "2026-04-25", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "approve", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-25-4", "date": "2026-04-25", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "defer", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-25-5", "date": "2026-04-25", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-26-1", "date": "2026-04-26", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "defer", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-26-2", "date": "2026-04-26", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "escalate", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-26-3", "date": "2026-04-26", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "defer", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-26-4", "date": "2026-04-26", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "defer", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-26-5", "date": "2026-04-26", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-27-1", "date": "2026-04-27", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "approve", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-27-2", "date": "2026-04-27", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "approve", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-27-3", "date": "2026-04-27", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "approve", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-27-4", "date": "2026-04-27", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "defer", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-27-5", "date": "2026-04-27", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-28-1", "date": "2026-04-28", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "approve", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-28-2", "date": "2026-04-28", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "approve", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-28-3", "date": "2026-04-28", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "defer", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-28-4", "date": "2026-04-28", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "escalate", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-28-5", "date": "2026-04-28", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-29-1", "date": "2026-04-29", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "defer", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-29-2", "date": "2026-04-29", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "approve", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-29-3", "date": "2026-04-29", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "approve", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-29-4", "date": "2026-04-29", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "approve", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-29-5", "date": "2026-04-29", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-30-1", "date": "2026-04-30", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-30-2", "date": "2026-04-30", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "escalate", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-30-3", "date": "2026-04-30", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "approve", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-30-4", "date": "2026-04-30", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "escalate", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-04-30-5", "date": "2026-04-30", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-01-1", "date": "2026-05-01", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "defer", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-01-2", "date": "2026-05-01", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "approve", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-01-3", "date": "2026-05-01", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "escalate", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-01-4", "date": "2026-05-01", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "defer", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-01-5", "date": "2026-05-01", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-02-1", "date": "2026-05-02", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "approve", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-02-2", "date": "2026-05-02", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "defer", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-02-3", "date": "2026-05-02", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "approve", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-02-4", "date": "2026-05-02", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "approve", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-02-5", "date": "2026-05-02", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-03-1", "date": "2026-05-03", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-03-2", "date": "2026-05-03", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "escalate", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-03-3", "date": "2026-05-03", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "escalate", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-03-4", "date": "2026-05-03", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "approve", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-03-5", "date": "2026-05-03", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-04-1", "date": "2026-05-04", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "defer", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-04-2", "date": "2026-05-04", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "approve", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-04-3", "date": "2026-05-04", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "defer", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-04-4", "date": "2026-05-04", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "defer", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-04-5", "date": "2026-05-04", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-05-1", "date": "2026-05-05", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "defer", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-05-2", "date": "2026-05-05", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "approve", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-05-3", "date": "2026-05-05", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "approve", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-05-4", "date": "2026-05-05", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "approve", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-05-5", "date": "2026-05-05", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-06-1", "date": "2026-05-06", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "defer", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-06-2", "date": "2026-05-06", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "escalate", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-06-3", "date": "2026-05-06", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "escalate", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-06-4", "date": "2026-05-06", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "approve", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-06-5", "date": "2026-05-06", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-07-1", "date": "2026-05-07", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "approve", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-07-2", "date": "2026-05-07", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "escalate", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-07-3", "date": "2026-05-07", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "escalate", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-07-4", "date": "2026-05-07", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "escalate", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-07-5", "date": "2026-05-07", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-08-1", "date": "2026-05-08", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "defer", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-08-2", "date": "2026-05-08", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "defer", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-08-3", "date": "2026-05-08", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "escalate", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-08-4", "date": "2026-05-08", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "defer", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-08-5", "date": "2026-05-08", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-09-1", "date": "2026-05-09", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-09-2", "date": "2026-05-09", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "approve", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-09-3", "date": "2026-05-09", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "escalate", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-09-4", "date": "2026-05-09", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "approve", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-09-5", "date": "2026-05-09", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-10-1", "date": "2026-05-10", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "approve", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-10-2", "date": "2026-05-10", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "escalate", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-10-3", "date": "2026-05-10", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "defer", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-10-4", "date": "2026-05-10", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "escalate", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-10-5", "date": "2026-05-10", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-11-1", "date": "2026-05-11", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-11-2", "date": "2026-05-11", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "approve", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-11-3", "date": "2026-05-11", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "defer", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-11-4", "date": "2026-05-11", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "defer", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-11-5", "date": "2026-05-11", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-12-1", "date": "2026-05-12", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "approve", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-12-2", "date": "2026-05-12", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "approve", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-12-3", "date": "2026-05-12", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "approve", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-12-4", "date": "2026-05-12", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "defer", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-12-5", "date": "2026-05-12", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-13-1", "date": "2026-05-13", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "approve", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-13-2", "date": "2026-05-13", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "escalate", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-13-3", "date": "2026-05-13", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "approve", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-13-4", "date": "2026-05-13", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "approve", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-13-5", "date": "2026-05-13", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-14-1", "date": "2026-05-14", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "approve", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-14-2", "date": "2026-05-14", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "escalate", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-14-3", "date": "2026-05-14", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "escalate", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-14-4", "date": "2026-05-14", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "approve", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-14-5", "date": "2026-05-14", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-15-1", "date": "2026-05-15", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "approve", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-15-2", "date": "2026-05-15", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "defer", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-15-3", "date": "2026-05-15", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "defer", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-15-4", "date": "2026-05-15", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "escalate", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-15-5", "date": "2026-05-15", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-16-1", "date": "2026-05-16", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-16-2", "date": "2026-05-16", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "approve", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-16-3", "date": "2026-05-16", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "approve", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-16-4", "date": "2026-05-16", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "escalate", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-16-5", "date": "2026-05-16", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-17-1", "date": "2026-05-17", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-17-2", "date": "2026-05-17", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "escalate", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-17-3", "date": "2026-05-17", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "approve", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-17-4", "date": "2026-05-17", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "escalate", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-17-5", "date": "2026-05-17", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-18-1", "date": "2026-05-18", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "approve", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-18-2", "date": "2026-05-18", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "defer", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-18-3", "date": "2026-05-18", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "escalate", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-18-4", "date": "2026-05-18", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "approve", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-18-5", "date": "2026-05-18", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-19-1", "date": "2026-05-19", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "approve", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-19-2", "date": "2026-05-19", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "defer", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-19-3", "date": "2026-05-19", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "escalate", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-19-4", "date": "2026-05-19", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "approve", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-19-5", "date": "2026-05-19", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-20-1", "date": "2026-05-20", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "approve", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-20-2", "date": "2026-05-20", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "defer", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-20-3", "date": "2026-05-20", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "escalate", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-20-4", "date": "2026-05-20", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "approve", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-20-5", "date": "2026-05-20", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-21-1", "date": "2026-05-21", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to forensic", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "defer", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-21-2", "date": "2026-05-21", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "escalate", "why": "Auto-generated from CPPA, DEPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-21-3", "date": "2026-05-21", "priority": "P0", "decision": "Lock in KB for SST/e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "escalate", "why": "Auto-generated from TKMA, PIPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-21-4", "date": "2026-05-21", "priority": "P2", "decision": "Renegotiate IT license bundles", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "approve", "why": "Auto-generated from TKMA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-21-5", "date": "2026-05-21", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Auto-generated from TWPA, CPPA agents based on the prior 24-hour signal window."}
{"decision_id": "DEC-professional-services-2026-05-22-1", "date": "2026-05-22", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to growing forensic mandates", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "defer", "why": "Forensic mandates from the Bursa-listed manufacturer investigation are saturating the Penang forensic pod while statutory audit pipeline holds 12+ weeks of runway; reallocating 3 senior managers captures RM 920k of recoverable margin without breaching MIA independence rotation rules.", "justifications": [{"agent": "Talent Agent", "headline": "Forensic load building post-Bursa investigation; audit still cushioned but trajectory clear", "commentary": "Forensic utilisation rising from 73% to 82% on the back of the PLC MY investigation mandate; audit team still at 71-77% with August reporting cycle providing natural cover. Talent Agent is staging the reallocation playbook but not yet recommending execution — trajectory suggests trigger in 3-5 days.", "evidence": ["Penang forensic pod utilisation: 95% (Week 21, 2026) vs 12-month average of 71% — source: Engage RM time-charge ledger", "KL statutory audit bench: 78% utilisation, 12-week forward runway through August Bursa Q2 filings — source: Resource Forecast Apr-Jun 2026", "3 SMs (Aida bt Hassan, Wei Lun Tan, Pravin Kumar) hold CFE credentials and clean MIA independence rotation status on current audit files", "MIA By-Law B.1 cooling-off (2 financial periods) not triggered — all 3 SMs last touched named forensic targets >24 months ago", "Forensic gross margin per SM-hour: RM 485 vs audit RM 312 — 55% uplift on reallocated hours (Mar-2026 realisation pull-through)"], "actions": ["Move 3 SMs to forensic pod effective Mon 2026-06-01; backfill audit with 2 newly-promoted SMs + 1 contractor (Robert Half pre-vetted)", "File MIA independence confirmations and notify the 4 affected audit clients (GLC subsidiary x2, PLC MY x2) within 72 hours", "Lock 6-month forensic engagement letters with 25% retainer to de-risk bench cost if Bursa investigation pipeline cools"], "risk": "Probability ~55% the current forensic build sustains given the broader Bursa enforcement cycle and the new SC Capital Markets Services Act inspection wave; probability ~30% it peaks and recedes within 4 weeks. Early reallocation risks lost audit capacity for August filings — Talent Agent recommends staging readiness but holding execution until forensic crosses 88% utilisation with confirmed 8-week pipeline.", "confidence": 0.81, "signals": ["Forensic pod utilisation 7-day moving average", "Bursa enforcement notices filed (rolling 30 days)", "Audit bench forward runway (weeks)", "Forensic engagement letter conversion rate", "SM-level CFE credential roster (Engage HR)"]}, {"agent": "Client Agent", "headline": "Forensic client demand confirmed; audit client tolerance for SM rotation being tested", "commentary": "Client Agent is monitoring portfolio sensitivity to SM rotation; preliminary read is that the 4 audit clients are tolerant but the conversation should be partner-led if reallocation proceeds. Forensic client demand confirmed via 2 letter-of-intent submissions this week (PLC MY industrial, financial institution under BNM RMiT review).", "evidence": ["4 affected audit clients: 12-month average NPS 8.4, realisation rate 87%, no partner-level escalations in trailing 18 months", "Forensic mandate pipeline: 3 confirmed engagements (RM 4.2M combined fees), 2 LOIs (RM 1.6M) — source: Pipeline CRM Week 21 2026", "Bursa investigation engagement requires 2 SMs at director-shadow capacity through SC inspection window (est. ends 31 July 2026)", "Historical precedent: 2024 audit-to-advisory reallocation at the KL office held realisation at 86% across 6 clients", "Client Concentration Index unchanged post-reallocation (top-10 still 31% of revenue)"], "actions": ["Schedule partner-led calls with the 4 affected audit clients in the 48 hours before SM transition; pre-brief audit committee chairs at the 2 PLCs", "Issue Tier-1 priority response SLAs to the 3 confirmed forensic clients (4-hour senior responder, 24-hour written brief)", "Track NPS pulse weekly across the 4 affected audit clients for 6 weeks post-reallocation"], "risk": "Probability ~35% the forensic build does not justify SM reallocation cost if the Bursa investigation settles; client-side downside is limited because no client commitments have been made. Recommend continuing to qualify the 3 forensic LOIs before triggering reallocation.", "confidence": 0.79, "signals": ["Forensic mandate pipeline value (RM, 30-day rolling)", "Affected audit client NPS pulse", "Partner-continuity score on the 4 audit clients", "Bursa investigation engagement scope (SM-weeks)", "Realisation rate post-SM substitution (historical)"]}], "signal_trend": {"name": "Forensic pod utilisation (%)", "dates": ["2026-05-16", "2026-05-17", "2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22"], "values": [64, 66, 68, 71, 73, 77, 82], "threshold": 88, "annotation": "Forensic team at 82% on the back of the PLC MY investigation mandate — early signal, audit team still has 14-week runway."}}
{"decision_id": "DEC-professional-services-2026-05-22-2", "date": "2026-05-22", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "escalate", "why": "Two mid-tier accounts (GLC subsidiary in utilities, PLC MY consumer) have crossed the Tier-1 thresholds on cross-service depth (4+ practice areas), 12-month spend (RM 1.6M+), and partner sponsorship; converting them to dedicated advisory pods unlocks an estimated +RM 2.1M ARR at 28% margin vs the current 18% mid-tier blended margin.", "justifications": [{"agent": "Client Agent", "headline": "Early conversion pattern visible — 4 of 5 Tier-1 criteria met on each account, but qualification work outstanding", "commentary": "Both accounts crossed the 4-practice-area threshold in the past 60 days; spend is trending but LTM still below the RM 1.6M Tier-1 floor on the PLC. Client Agent has flagged both for partner qualification this fortnight.", "evidence": ["GLC subsidiary (utilities) LTM spend: RM 1.78M across audit, tax, advisory, outsourcing — 4 practice areas, MIA + BNM regulated touchpoints", "PLC MY (consumer) LTM spend: RM 1.62M across audit, tax, advisory, forensic — 4 practice areas, Bursa Main Market listed", "Account margin: 18% (mid-tier blended) -> 28% post-Tier-1 pod conversion (Mar-2026 cohort, n=3 historical conversions)", "Partner sponsors confirmed: Datin Yeoh (GLC), Mr Chow (PLC); both with audit committee access at client", "Estimated +RM 2.1M ARR over 24 months = RM 1.05M GLC + RM 1.05M PLC at Tier-1 pricing premium"], "actions": ["Stand up dedicated 8-person Tier-1 pods (1 partner, 1 director, 2 SMs, 4 staff) for each account by 2026-07-01; lock pod compositions with Talent Agent", "Reissue Master Services Agreements with Tier-1 service catalogue, governance cadence, and 90-day pod onboarding plan", "Set up quarterly executive scorecard with client CFO/audit committee starting Q3 2026"], "risk": "Probability ~45% that one account fails final qualification (spend velocity, partner sponsor or governance fit); recommend continuing to qualify rather than triggering full conversion mobilisation.", "confidence": 0.82, "signals": ["Cross-service depth (practice areas active per account)", "Trailing-12-month spend velocity (RM)", "Partner sponsor engagement score", "Tier-1 cohort margin (Mar-2026)", "Account-level NPS and audit committee access"]}, {"agent": "Delivery Agent", "headline": "Pod-feasibility analysis underway; current bench cannot support both pods until audit cycle eases", "commentary": "Pod-feasibility analysis ongoing; immediate constraint is SM bench through August filings. If accounts qualify, earliest realistic pod stand-up is 1 August with bridging via existing engagement teams in the interim.", "evidence": ["Mar-2026 cohort Tier-1 pod realisation: 91% (vs 82% mid-tier blended)", "Tier-1 hourly billable density 1.6x mid-tier on a like-for-like staffing basis (Engage RM throughput report Q1 2026)", "Available bench post Aug-filing rollover: 2 SMs + 4 staff (KL); 1 SM + 2 staff (Penang) — source: Resource Forecast Jul-Sep 2026", "90-day pod onboarding playbook (used on 3 prior conversions) reduces ramp-loss from 22% to 11% of first-quarter revenue", "Delivery cost-to-serve drops 6 percentage points per pod due to consolidated tooling and standardised governance"], "actions": ["Confirm pod-staffing roster with Talent Agent and lock RM bookings for the 8-person teams by 2026-06-15", "Execute 90-day pod onboarding playbook starting 2026-07-01; align engagement letters, billing rhythm, and governance cadence", "Instrument Tier-1 pod KPIs (realisation, NPS, write-off rate, RM run-rate) in the partner dashboard from go-live"], "risk": "Probability ~40% that delivery capacity cannot support both pods before September; recommend qualifying further and modelling a phased conversion (PLC first, GLC second) if both accounts mature.", "confidence": 0.8, "signals": ["Available SM and staff bench post Aug-filings", "Tier-1 pod realisation rate vs mid-tier", "Hourly billable density (Tier-1 vs mid-tier)", "90-day pod ramp-loss percentage", "Delivery cost-to-serve per RM revenue"]}], "signal_trend": {"name": "Tier-1 pod cohort margin (%)", "dates": ["2026-05-16", "2026-05-17", "2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22"], "values": [14, 15, 16, 17, 18, 20, 22], "threshold": 22, "annotation": "Cross-sell pattern emerging on the 2 candidate accounts — early-stage qualification, partner sponsor not yet secured."}}
{"decision_id": "DEC-professional-services-2026-05-22-3", "date": "2026-05-22", "priority": "P0", "decision": "Lock in knowledge base for new SST / e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "escalate", "why": "LHDN's revised SST circular and the Phase 3 e-invoicing mandate (deadline 30 days out) is driving a +217% surge in advisory queries; locking the firm-wide KB with vetted rulings, transition templates and partner-signed positions converts inbound interest into RM 540k of qualified advisory engagements before the deadline window closes.", "justifications": [{"agent": "Knowledge Agent", "headline": "KB scaffolded — content harvest in progress against LHDN circulars and e-invoicing technical specs", "commentary": "Knowledge Agent has scoped the KB and begun content harvest; the 15 May 2026 LHDN circular and the MIA Tax Practice Committee bulletin issued 18 May are the anchor sources. Estimated 4-week build to partner-ready state; deadline pressure escalating.", "evidence": ["LHDN SST circular dated 2026-05-15 (Pekeliling Ketua Pengarah Hasil Dalam Negeri 4/2026) — 22 substantive scope changes", "LHDN e-invoicing Phase 3 technical handbook v2.4 — covers all entities with turnover >RM 25M effective 2026-07-01", "42 vetted positions drafted; 39 partner-signed (Tax leadership group) as of 2026-05-24", "18 client-facing transition templates harvested from YTD engagements (incl. 2 GLC and 4 PLC MY implementations)", "MIA CPE accreditation submitted for a 4-hour KB launch webinar (8,400 MIA members in tax practice)"], "actions": ["Lock KB v1.0 and publish to NetDocs / iManage by 2026-05-28; activate partner-led launch webinar for the top-200 clients", "Close the 3 outstanding partner reviews (intercompany services, free zone treatment, group VAT) within 48 hours", "Issue a client-facing advisory note within 72 hours of publish; tag follow-up advisory leads to Pipeline Agent"], "risk": "Probability ~35% the KB does not reach partner-ready state inside the deadline window if content harvest slows; recommend escalating resourcing to add 2 senior tax associates to the KB team and pre-booking partner review slots.", "confidence": 0.83, "signals": ["Number of KB positions partner-signed (target 42)", "LHDN circulars and clarifications published (rolling 30 days)", "Client advisory query volume on SST/e-invoicing", "NetDocs / iManage KB access frequency", "MIA CPE registrations for the launch webinar"]}, {"agent": "Pipeline Agent", "headline": "Early advisory interest visible on SST/e-invoicing; pipeline qualification dependent on KB readiness", "commentary": "Pipeline Agent observes 34 inbound queries trailing 7 days (vs 27 baseline) — early but accelerating. Pricing menu in draft. Campaign deferred until KB locked.", "evidence": ["Inbound advisory queries on SST/e-invoicing: 84 trailing 7 days vs 27 baseline (+217%) — source: Pipeline CRM Week 21 2026", "Historical query-to-engagement conversion: 18% on tax-rule-change advisory pulls (2024 SST overhaul cohort)", "Productised pricing menu: RM 25k diagnostic / RM 65k transition / RM 180k advisory retainer per annum", "Top-200 named-client target list with trailing-12-month tax spend >RM 50k each", "LHDN e-invoicing Phase 3 catches an estimated 6,800 Malaysian businesses on the >RM 25M turnover threshold"], "actions": ["Launch SST/e-invoicing campaign to top-200 named clients within 24 hours of KB publish; partner-led outreach on the top-50", "Stand up a 2-day-turnaround diagnostic offering using KB templates; price at RM 25k fixed-fee with upsell triggers", "Track lead-to-engagement conversion daily through the deadline window (next 30 days)"], "risk": "Probability ~40% the early pipeline does not materialise into RM 540k of mandates if KB lock-in slips past the deadline window; key dependency is Knowledge Agent's review cycle.", "confidence": 0.81, "signals": ["Inbound advisory queries trailing 7 days", "Lead-to-engagement conversion rate", "Days to LHDN e-invoicing deadline", "Productised pricing campaign acceptance rate", "Top-50 partner-led outreach engagement score"]}], "signal_trend": {"name": "Inbound SST/e-invoicing advisory queries (daily count)", "dates": ["2026-05-16", "2026-05-17", "2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22"], "values": [7, 9, 11, 13, 15, 18, 22], "threshold": 24, "annotation": "Early advisory pull on SST/e-invoicing — knowledge gap risk if KB not locked before 30-day deadline window opens."}}
{"decision_id": "DEC-professional-services-2026-05-22-4", "date": "2026-05-22", "priority": "P2", "decision": "Renegotiate IT license bundles (NetDocs / iManage)", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "approve", "why": "NetDocs and iManage license utilisation is running at 69-75% of paid seats across the 600-staff base; the renewal window opens 45 days out and benchmark pricing from 2 peer firms supports renegotiation toward seat-band consolidation and removal of unused premium modules — estimated annualised saving RM 220k.", "justifications": [{"agent": "Knowledge Agent", "headline": "Underutilisation confirmed at 69% — start renegotiation track before the 90-day renewal notice deadline", "commentary": "Knowledge Agent has confirmed underutilisation pattern; the 90-day renewal notice deadline requires opening renegotiation now to preserve commercial leverage. Playbook drafted, partner sponsor (Managing Partner of Risk & IT) briefed.", "evidence": ["NetDocs paid seats: 620, active monthly users: 462 (74.5% utilisation, Apr 2026)", "iManage paid seats: 580, active monthly users: 416 (71.7% utilisation, Apr 2026)", "JB and KK offices on legacy DocuShare; 78 unused premium seats carry over from 2023 merger", "Peer firm benchmark: 2 KL mid-market firms paying RM 1,180 / seat / year (vs our RM 1,420)", "Renewal notice deadline: 2026-07-09 (45 days from peak-stage decision date)"], "actions": ["Issue formal renegotiation notice to NetDocs and iManage account managers within 7 days; request seat-band step-down and premium-module removal", "Consolidate JB and KK on the main platform — decommission DocuShare by 2026-09-30", "Lock 3-year price-protection clause with annual seat true-up review"], "risk": "Probability ~20% that vendors offer only token concessions if renegotiation opens too early ahead of renewal pressure points; balance is to use the early window to secure module-level reductions while preserving full renegotiation leverage for the renewal date.", "confidence": 0.84, "signals": ["NetDocs / iManage monthly active users", "Paid-seat utilisation percentage", "Peer-firm benchmark pricing (RM per seat)", "Days to renewal notice deadline", "Premium-module active usage (Worksite Communicator, Insight)"]}], "signal_trend": {"name": "License seat utilisation (%)", "dates": ["2026-05-16", "2026-05-17", "2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22"], "values": [58, 60, 62, 64, 65, 67, 69], "threshold": 80, "annotation": "Underutilisation pattern confirmed across 3 quarters; approve renegotiation track for renewal cycle."}}
{"decision_id": "DEC-professional-services-2026-05-22-5", "date": "2026-05-22", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving for competitor", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Two senior associates (one in forensic, one in BNM-regulated advisory) show convergent flight-risk indicators — LinkedIn recruiter activity, login anomalies, CV updates, and peer-network signals point to a Big 4 competitor approach; their combined client books carry RM 4.8M of trailing-12-month pipeline that would be exposed on departure.", "justifications": [{"agent": "Talent Agent", "headline": "Early flight-risk signal converging — retention conversation viable before formal offer arrives", "commentary": "Talent Agent flagged the 2 senior associates last week on early indicators (peer departures in their cohort, recruiter LinkedIn touches); composite score 65%. Early enough that a partner-led career conversation can shift trajectory without escalating to a counter-offer war.", "evidence": ["Named senior associates: SA-FOR-04 (forensic, 4.2 years tenure, CFE) and SA-ADV-11 (BNM-regulated advisory, 4.8 years, CFA)", "Composite flight-risk score: 85% (peer baseline 30%) — source: Talent Agent retention model v3", "Compensation gap to Big 4 market benchmark: 12-14% on base, 18-22% on total comp incl. signing bonuses", "LinkedIn recruiter touch volume: 14 (SA-FOR-04) and 11 (SA-ADV-11) in trailing 30 days vs cohort median 3", "Post-engagement client feedback: both associates rated 9.2/10 by their key client sponsors in last 90 days"], "actions": ["Managing Partner-led retention conversation within 48 hours; lead with career path (partner-track acceleration) before compensation", "Offer retention package: 18-month equity vest, 15% comp uplift to close the market gap, accelerated partner-track sponsorship", "Trigger MIA-compliant non-solicit reminder and ring-fence client communications during the retention window"], "risk": "Probability ~30% no formal offer yet — this is the optimal window for a partner-led career conversation. Probability ~20% the signal is a false positive (recruiter sounding rather than active job search); cheap to investigate via partner conversation regardless.", "confidence": 0.84, "signals": ["Composite flight-risk score (Talent retention model)", "LinkedIn recruiter touch volume (trailing 30 days)", "Login anomaly events (after-hours, multi-device)", "Compensation gap to market benchmark", "Post-engagement client feedback (NPS-style)"]}, {"agent": "Client Agent", "headline": "Client-book mapping in progress — early read confirms 8 named accounts at risk if either associate departs", "commentary": "Client Agent has begun client-book mapping; preliminary count of 8 named accounts. Continuity playbook to be tailored once Talent Agent confirms the retention outcome.", "evidence": ["SA-FOR-04 client book: 5 forensic engagements, RM 2.1M trailing-12-month pipeline, including Bursa-listed manufacturing investigation", "SA-ADV-11 client book: 3 BNM-regulated advisory mandates, RM 2.7M pipeline, including a licensed advisory firm under RMiT review", "Direct senior-to-client-sponsor relationships: 6 of 8 accounts (CFO / audit committee chair level)", "Historical departure-to-client-attrition rate: 35% within 18 months when continuity not formally managed (firm data 2022-2025, n=14)", "Non-solicit clauses in both employment agreements; MIA By-Law B.4 applies to client follow-on"], "actions": ["Trigger continuity playbook on both client books in parallel with retention conversation: partner-led check-ins, double-hatted SM on key files", "Pre-draft client communications for use if retention fails; align with non-solicit posture and MIA By-Law B.4", "Run a 90-day client-NPS pulse on the 8 affected accounts irrespective of retention outcome"], "risk": "Probability ~20% client-book attrition materialises in any scenario, even with retention success, given the recruiter signals will continue. Recommend continuity playbook stays warm.", "confidence": 0.81, "signals": ["Client-book pipeline value per associate", "Direct senior-to-client-sponsor relationship density", "Departure-to-client-attrition historical rate", "Account-level NPS on the 8 affected clients", "Non-solicit and MIA By-Law B.4 compliance status"]}], "signal_trend": {"name": "Senior associate flight-risk composite score (%)", "dates": ["2026-05-16", "2026-05-17", "2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22"], "values": [32, 36, 40, 45, 50, 58, 65], "threshold": 60, "annotation": "Early flight-risk signal on 2 senior associates — early enough for retention conversation before counter-offer dynamics."}}
{"decision_id": "DEC-professional-services-2026-05-23-1", "date": "2026-05-23", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to growing forensic mandates", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "escalate", "why": "Forensic mandates from the Bursa-listed manufacturer investigation are saturating the Penang forensic pod while statutory audit pipeline holds 12+ weeks of runway; reallocating 3 senior managers captures RM 920k of recoverable margin without breaching MIA independence rotation rules.", "justifications": [{"agent": "Talent Agent", "headline": "Forensic utilisation crossing 89% — audit bench has 12-week runway to absorb 3 SMs", "commentary": "Forensic pod utilisation has climbed from 80% to 89% over the trailing week as the Bursa-linked PLC MY investigation expands scope; the KL audit team remains at 76-80%. We have a 5-7 day window to ring-fence 3 SMs before forensic starts subcontracting at 1.4x cost.", "evidence": ["Penang forensic pod utilisation: 95% (Week 21, 2026) vs 12-month average of 71% — source: Engage RM time-charge ledger", "KL statutory audit bench: 78% utilisation, 12-week forward runway through August Bursa Q2 filings — source: Resource Forecast Apr-Jun 2026", "3 SMs (Aida bt Hassan, Wei Lun Tan, Pravin Kumar) hold CFE credentials and clean MIA independence rotation status on current audit files", "MIA By-Law B.1 cooling-off (2 financial periods) not triggered — all 3 SMs last touched named forensic targets >24 months ago", "Forensic gross margin per SM-hour: RM 485 vs audit RM 312 — 55% uplift on reallocated hours (Mar-2026 realisation pull-through)"], "actions": ["Move 3 SMs to forensic pod effective Mon 2026-06-01; backfill audit with 2 newly-promoted SMs + 1 contractor (Robert Half pre-vetted)", "File MIA independence confirmations and notify the 4 affected audit clients (GLC subsidiary x2, PLC MY x2) within 72 hours", "Lock 6-month forensic engagement letters with 25% retainer to de-risk bench cost if Bursa investigation pipeline cools"], "risk": "Probability ~40% the forensic spike is transient if the Bursa investigation settles before 30 June, in which case 2 of 3 reallocated SMs may return to audit by Q3 — manageable through 6-month rolling letters. Probability ~15% audit clients push back on SM substitution; mitigated by partner-led client calls in week of reallocation. Confidence the reallocation is net-accretive remains high given the 55% margin uplift per SM-hour.", "confidence": 0.86, "signals": ["Forensic pod utilisation 7-day moving average", "Bursa enforcement notices filed (rolling 30 days)", "Audit bench forward runway (weeks)", "Forensic engagement letter conversion rate", "SM-level CFE credential roster (Engage HR)"]}, {"agent": "Client Agent", "headline": "Client portfolio modeling supports reallocation — 4 audit clients amber-flagged but covered", "commentary": "Client Agent reviewed 12-month NPS, billing realisation, and partner-continuity scores across the 4 audit clients flagged for SM rotation; all 4 score green-amber and have absorbed mid-engagement SM changes within the past 24 months without realisation impact. Forensic mandate pipeline now shows 3 confirmed engagements (RM 4.2M combined) needing senior bench by mid-June.", "evidence": ["4 affected audit clients: 12-month average NPS 8.4, realisation rate 87%, no partner-level escalations in trailing 18 months", "Forensic mandate pipeline: 3 confirmed engagements (RM 4.2M combined fees), 2 LOIs (RM 1.6M) — source: Pipeline CRM Week 21 2026", "Bursa investigation engagement requires 2 SMs at director-shadow capacity through SC inspection window (est. ends 31 July 2026)", "Historical precedent: 2024 audit-to-advisory reallocation at the KL office held realisation at 86% across 6 clients", "Client Concentration Index unchanged post-reallocation (top-10 still 31% of revenue)"], "actions": ["Schedule partner-led calls with the 4 affected audit clients in the 48 hours before SM transition; pre-brief audit committee chairs at the 2 PLCs", "Issue Tier-1 priority response SLAs to the 3 confirmed forensic clients (4-hour senior responder, 24-hour written brief)", "Track NPS pulse weekly across the 4 affected audit clients for 6 weeks post-reallocation"], "risk": "Probability ~30% an audit client escalates if SM rotation coincides with August Bursa Q2 filings — mitigated by staging reallocation around the filing calendar. Probability ~20% forensic demand outruns even the 3-SM reallocation, in which case Client Agent recommends a 4th SM hold-position from tax advisory.", "confidence": 0.83, "signals": ["Forensic mandate pipeline value (RM, 30-day rolling)", "Affected audit client NPS pulse", "Partner-continuity score on the 4 audit clients", "Bursa investigation engagement scope (SM-weeks)", "Realisation rate post-SM substitution (historical)"]}], "signal_trend": {"name": "Forensic pod utilisation (%)", "dates": ["2026-05-17", "2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22", "2026-05-23"], "values": [68, 70, 73, 76, 80, 85, 89], "threshold": 88, "annotation": "Forensic utilisation climbing past 89%; second Bursa-linked forensic RFP landed yesterday — reallocation case strengthening."}}
{"decision_id": "DEC-professional-services-2026-05-23-2", "date": "2026-05-23", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "escalate", "why": "Two mid-tier accounts (GLC subsidiary in utilities, PLC MY consumer) have crossed the Tier-1 thresholds on cross-service depth (4+ practice areas), 12-month spend (RM 1.6M+), and partner sponsorship; converting them to dedicated advisory pods unlocks an estimated +RM 2.1M ARR at 28% margin vs the current 18% mid-tier blended margin.", "justifications": [{"agent": "Client Agent", "headline": "Cross-service depth and spend thresholds crossed; partner sponsorship the final gate", "commentary": "Cross-service depth confirmed on both accounts — the GLC added advisory and outsourcing in Q1, the PLC added forensic post the SC inspection. Spend velocity is accelerating: GLC LTM RM 1.55M (trailing 90 days annualises at RM 1.92M), PLC LTM RM 1.48M (trailing 90 days annualises at RM 1.84M). Partner sponsor outreach scheduled this week.", "evidence": ["GLC subsidiary (utilities) LTM spend: RM 1.78M across audit, tax, advisory, outsourcing — 4 practice areas, MIA + BNM regulated touchpoints", "PLC MY (consumer) LTM spend: RM 1.62M across audit, tax, advisory, forensic — 4 practice areas, Bursa Main Market listed", "Account margin: 18% (mid-tier blended) -> 28% post-Tier-1 pod conversion (Mar-2026 cohort, n=3 historical conversions)", "Partner sponsors confirmed: Datin Yeoh (GLC), Mr Chow (PLC); both with audit committee access at client", "Estimated +RM 2.1M ARR over 24 months = RM 1.05M GLC + RM 1.05M PLC at Tier-1 pricing premium"], "actions": ["Stand up dedicated 8-person Tier-1 pods (1 partner, 1 director, 2 SMs, 4 staff) for each account by 2026-07-01; lock pod compositions with Talent Agent", "Reissue Master Services Agreements with Tier-1 service catalogue, governance cadence, and 90-day pod onboarding plan", "Set up quarterly executive scorecard with client CFO/audit committee starting Q3 2026"], "risk": "Probability ~30% that one of the two accounts pushes back on the Tier-1 commercial uplift; partner sponsors are running discovery this week to gauge. Probability ~20% Talent Agent cannot resource both pods by 2026-07-01 — Client Agent and Delivery Agent are jointly modelling staging.", "confidence": 0.87, "signals": ["Cross-service depth (practice areas active per account)", "Trailing-12-month spend velocity (RM)", "Partner sponsor engagement score", "Tier-1 cohort margin (Mar-2026)", "Account-level NPS and audit committee access"]}, {"agent": "Delivery Agent", "headline": "Throughput model shows pod capacity feasible if 2 audit SMs roll off August filings", "commentary": "Pod staffing model is feasible from 15 July with the right SM movements; the Aug-filing rollovers free 2 SMs and 4 staff. Throughput modelling shows hourly billable density at 1.5-1.6x mid-tier across the Mar-2026 cohort.", "evidence": ["Mar-2026 cohort Tier-1 pod realisation: 91% (vs 82% mid-tier blended)", "Tier-1 hourly billable density 1.6x mid-tier on a like-for-like staffing basis (Engage RM throughput report Q1 2026)", "Available bench post Aug-filing rollover: 2 SMs + 4 staff (KL); 1 SM + 2 staff (Penang) — source: Resource Forecast Jul-Sep 2026", "90-day pod onboarding playbook (used on 3 prior conversions) reduces ramp-loss from 22% to 11% of first-quarter revenue", "Delivery cost-to-serve drops 6 percentage points per pod due to consolidated tooling and standardised governance"], "actions": ["Confirm pod-staffing roster with Talent Agent and lock RM bookings for the 8-person teams by 2026-06-15", "Execute 90-day pod onboarding playbook starting 2026-07-01; align engagement letters, billing rhythm, and governance cadence", "Instrument Tier-1 pod KPIs (realisation, NPS, write-off rate, RM run-rate) in the partner dashboard from go-live"], "risk": "Probability ~30% that pod stand-up slips to August if audit cycle runs hot; manageable. Probability ~18% that the throughput uplift falls short of the 1.6x mid-tier benchmark on the GLC due to BNM-regulated scope complexity — Delivery Agent recommends a 6-week governance ramp before full pricing kicks in.", "confidence": 0.84, "signals": ["Available SM and staff bench post Aug-filings", "Tier-1 pod realisation rate vs mid-tier", "Hourly billable density (Tier-1 vs mid-tier)", "90-day pod ramp-loss percentage", "Delivery cost-to-serve per RM revenue"]}], "signal_trend": {"name": "Tier-1 pod cohort margin (%)", "dates": ["2026-05-17", "2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22", "2026-05-23"], "values": [15, 16, 17, 19, 21, 23, 25], "threshold": 22, "annotation": "Two named accounts (GLC subsidiary, PLC MY consumer) hit cross-service threshold of 4+ practice areas — Tier-1 pod conversion case forming."}}
{"decision_id": "DEC-professional-services-2026-05-23-3", "date": "2026-05-23", "priority": "P0", "decision": "Lock in knowledge base for new SST / e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "defer", "why": "LHDN's revised SST circular and the Phase 3 e-invoicing mandate (deadline 30 days out) is driving a +217% surge in advisory queries; locking the firm-wide KB with vetted rulings, transition templates and partner-signed positions converts inbound interest into RM 540k of qualified advisory engagements before the deadline window closes.", "justifications": [{"agent": "Knowledge Agent", "headline": "KB at 70% — partner-vetted rulings on LHDN's 15 May circular still in review queue", "commentary": "Knowledge Agent has structured the KB into 6 modules (SST scope, e-invoicing technical, transition mechanics, intercompany, sectoral, dispute defence) and harvested content from LHDN circulars, MIA guidance, and 23 client transition projects YTD. 70% of positions are drafted; partner review and final risk-and-quality sign-off pending.", "evidence": ["LHDN SST circular dated 2026-05-15 (Pekeliling Ketua Pengarah Hasil Dalam Negeri 4/2026) — 22 substantive scope changes", "LHDN e-invoicing Phase 3 technical handbook v2.4 — covers all entities with turnover >RM 25M effective 2026-07-01", "42 vetted positions drafted; 39 partner-signed (Tax leadership group) as of 2026-05-24", "18 client-facing transition templates harvested from YTD engagements (incl. 2 GLC and 4 PLC MY implementations)", "MIA CPE accreditation submitted for a 4-hour KB launch webinar (8,400 MIA members in tax practice)"], "actions": ["Lock KB v1.0 and publish to NetDocs / iManage by 2026-05-28; activate partner-led launch webinar for the top-200 clients", "Close the 3 outstanding partner reviews (intercompany services, free zone treatment, group VAT) within 48 hours", "Issue a client-facing advisory note within 72 hours of publish; tag follow-up advisory leads to Pipeline Agent"], "risk": "Probability ~25% the partner review extends 5-7 days, eating into the deadline window; mitigation is to publish a partial KB (39 of 42 positions) and follow with a v1.1 patch. Probability ~15% LHDN issues a Q&A clarification that requires KB amendment — handled by the modular structure.", "confidence": 0.88, "signals": ["Number of KB positions partner-signed (target 42)", "LHDN circulars and clarifications published (rolling 30 days)", "Client advisory query volume on SST/e-invoicing", "NetDocs / iManage KB access frequency", "MIA CPE registrations for the launch webinar"]}, {"agent": "Pipeline Agent", "headline": "Advisory pipeline building; KB enables productised pricing on transition engagements", "commentary": "Pipeline Agent counts 52 inbound queries trailing 7 days (vs 27 baseline) — building 92% week-on-week. Productised pricing menu drafted and ready; once KB is partner-signed, Pipeline Agent can launch the SST/e-invoicing campaign to the named-client list (top-200 by trailing spend).", "evidence": ["Inbound advisory queries on SST/e-invoicing: 84 trailing 7 days vs 27 baseline (+217%) — source: Pipeline CRM Week 21 2026", "Historical query-to-engagement conversion: 18% on tax-rule-change advisory pulls (2024 SST overhaul cohort)", "Productised pricing menu: RM 25k diagnostic / RM 65k transition / RM 180k advisory retainer per annum", "Top-200 named-client target list with trailing-12-month tax spend >RM 50k each", "LHDN e-invoicing Phase 3 catches an estimated 6,800 Malaysian businesses on the >RM 25M turnover threshold"], "actions": ["Launch SST/e-invoicing campaign to top-200 named clients within 24 hours of KB publish; partner-led outreach on the top-50", "Stand up a 2-day-turnaround diagnostic offering using KB templates; price at RM 25k fixed-fee with upsell triggers", "Track lead-to-engagement conversion daily through the deadline window (next 30 days)"], "risk": "Probability ~30% that the deadline gets extended by LHDN (precedent exists), which would slow conversion; mitigation is to lock retainer arrangements that survive the deadline. Probability ~20% conversion underperforms the 18% benchmark in this cohort due to e-invoicing technical complexity.", "confidence": 0.85, "signals": ["Inbound advisory queries trailing 7 days", "Lead-to-engagement conversion rate", "Days to LHDN e-invoicing deadline", "Productised pricing campaign acceptance rate", "Top-50 partner-led outreach engagement score"]}], "signal_trend": {"name": "Inbound SST/e-invoicing advisory queries (daily count)", "dates": ["2026-05-17", "2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22", "2026-05-23"], "values": [9, 12, 15, 18, 22, 26, 30], "threshold": 24, "annotation": "Advisory query volume building on the LHDN SST circular issued 2026-05-15; KB draft 70% complete, partner review pending."}}
{"decision_id": "DEC-professional-services-2026-05-23-4", "date": "2026-05-23", "priority": "P2", "decision": "Renegotiate IT license bundles (NetDocs / iManage)", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "defer", "why": "NetDocs and iManage license utilisation is running at 69-75% of paid seats across the 600-staff base; the renewal window opens 45 days out and benchmark pricing from 2 peer firms supports renegotiation toward seat-band consolidation and removal of unused premium modules — estimated annualised saving RM 220k.", "justifications": [{"agent": "Knowledge Agent", "headline": "Seat-utilisation telemetry stable at 70-72%; renegotiation playbook ready but timing dependent on renewal window", "commentary": "Knowledge Agent is monitoring usage telemetry on a weekly cadence; current 70-72% utilisation is consistent with prior 3 quarters. Vendor benchmark pricing collected from 2 peer firms (similar headcount mid-market firms in KL) supports a 12-15% headline price reduction. Renewal notice deadline 60 days out.", "evidence": ["NetDocs paid seats: 620, active monthly users: 462 (74.5% utilisation, Apr 2026)", "iManage paid seats: 580, active monthly users: 416 (71.7% utilisation, Apr 2026)", "JB and KK offices on legacy DocuShare; 78 unused premium seats carry over from 2023 merger", "Peer firm benchmark: 2 KL mid-market firms paying RM 1,180 / seat / year (vs our RM 1,420)", "Renewal notice deadline: 2026-07-09 (45 days from peak-stage decision date)"], "actions": ["Issue formal renegotiation notice to NetDocs and iManage account managers within 7 days; request seat-band step-down and premium-module removal", "Consolidate JB and KK on the main platform — decommission DocuShare by 2026-09-30", "Lock 3-year price-protection clause with annual seat true-up review"], "risk": "Probability ~30% deferring 1 more week causes Knowledge Agent to miss optimal commercial leverage as the renewal window closes; risk is bounded — the renegotiation playbook can still execute inside the 60-day notice period. Watch JB/KK consolidation timing.", "confidence": 0.82, "signals": ["NetDocs / iManage monthly active users", "Paid-seat utilisation percentage", "Peer-firm benchmark pricing (RM per seat)", "Days to renewal notice deadline", "Premium-module active usage (Worksite Communicator, Insight)"]}], "signal_trend": {"name": "License seat utilisation (%)", "dates": ["2026-05-17", "2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22", "2026-05-23"], "values": [60, 62, 64, 66, 68, 70, 72], "threshold": 80, "annotation": "Usage telemetry stabilising — wait one more week before triggering vendor renegotiation."}}
{"decision_id": "DEC-professional-services-2026-05-23-5", "date": "2026-05-23", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving for competitor", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Two senior associates (one in forensic, one in BNM-regulated advisory) show convergent flight-risk indicators — LinkedIn recruiter activity, login anomalies, CV updates, and peer-network signals point to a Big 4 competitor approach; their combined client books carry RM 4.8M of trailing-12-month pipeline that would be exposed on departure.", "justifications": [{"agent": "Talent Agent", "headline": "Flight-risk composite score 75% and rising; window for retention conversation closing", "commentary": "Talent Agent composite flight-risk score is 75% on both associates — LinkedIn activity confirmed, login anomalies trending, CV updates inferred from indirect signals. Compensation review cycle completes 30 June; retention bonus levers available but require Managing Partner sign-off.", "evidence": ["Named senior associates: SA-FOR-04 (forensic, 4.2 years tenure, CFE) and SA-ADV-11 (BNM-regulated advisory, 4.8 years, CFA)", "Composite flight-risk score: 85% (peer baseline 30%) — source: Talent Agent retention model v3", "Compensation gap to Big 4 market benchmark: 12-14% on base, 18-22% on total comp incl. signing bonuses", "LinkedIn recruiter touch volume: 14 (SA-FOR-04) and 11 (SA-ADV-11) in trailing 30 days vs cohort median 3", "Post-engagement client feedback: both associates rated 9.2/10 by their key client sponsors in last 90 days"], "actions": ["Managing Partner-led retention conversation within 48 hours; lead with career path (partner-track acceleration) before compensation", "Offer retention package: 18-month equity vest, 15% comp uplift to close the market gap, accelerated partner-track sponsorship", "Trigger MIA-compliant non-solicit reminder and ring-fence client communications during the retention window"], "risk": "Probability ~40% the associates have already engaged the competitor; retention conversation needs to happen this week, not next. Mitigation is the Managing Partner lead and a pre-approved retention envelope so the conversation is decisive.", "confidence": 0.88, "signals": ["Composite flight-risk score (Talent retention model)", "LinkedIn recruiter touch volume (trailing 30 days)", "Login anomaly events (after-hours, multi-device)", "Compensation gap to market benchmark", "Post-engagement client feedback (NPS-style)"]}, {"agent": "Client Agent", "headline": "Client-book exposure modelled at RM 4.8M; non-solicit and continuity plan needed in parallel with retention", "commentary": "Client Agent has scoped the client-book exposure: 8 accounts, RM 4.8M pipeline, 6 with direct senior-associate-to-client-sponsor relationships. Continuity playbook drafted — partner-led re-introduction, double-hatting on transition engagements, written client communications post-departure.", "evidence": ["SA-FOR-04 client book: 5 forensic engagements, RM 2.1M trailing-12-month pipeline, including Bursa-listed manufacturing investigation", "SA-ADV-11 client book: 3 BNM-regulated advisory mandates, RM 2.7M pipeline, including a licensed advisory firm under RMiT review", "Direct senior-to-client-sponsor relationships: 6 of 8 accounts (CFO / audit committee chair level)", "Historical departure-to-client-attrition rate: 35% within 18 months when continuity not formally managed (firm data 2022-2025, n=14)", "Non-solicit clauses in both employment agreements; MIA By-Law B.4 applies to client follow-on"], "actions": ["Trigger continuity playbook on both client books in parallel with retention conversation: partner-led check-ins, double-hatted SM on key files", "Pre-draft client communications for use if retention fails; align with non-solicit posture and MIA By-Law B.4", "Run a 90-day client-NPS pulse on the 8 affected accounts irrespective of retention outcome"], "risk": "Probability ~25% of partial client attrition if retention fails on either associate; manageable through the continuity playbook. Probability ~10% of competitive client win-back attempt during the retention window itself — Client Agent recommends partner-level account check-ins this week regardless of retention outcome.", "confidence": 0.85, "signals": ["Client-book pipeline value per associate", "Direct senior-to-client-sponsor relationship density", "Departure-to-client-attrition historical rate", "Account-level NPS on the 8 affected clients", "Non-solicit and MIA By-Law B.4 compliance status"]}], "signal_trend": {"name": "Senior associate flight-risk composite score (%)", "dates": ["2026-05-17", "2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22", "2026-05-23"], "values": [38, 42, 48, 55, 60, 68, 75], "threshold": 60, "annotation": "Flight-risk indicators rising on 2 senior associates; LinkedIn activity, login anomalies, and CV-update signals converging."}}
{"decision_id": "DEC-professional-services-2026-05-24-1", "date": "2026-05-24", "priority": "P0", "decision": "Reallocate 3 senior managers from saturated audit to growing forensic mandates", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "+RM 920k margin", "recommended_action": "approve", "why": "Forensic mandates from the Bursa-listed manufacturer investigation are saturating the Penang forensic pod while statutory audit pipeline holds 12+ weeks of runway; reallocating 3 senior managers captures RM 920k of recoverable margin without breaching MIA independence rotation rules.", "justifications": [{"agent": "Talent Agent", "headline": "Forensic pod at 95% utilisation — audit slack is the only relief valve this quarter", "commentary": "Penang forensic pod utilisation hit 95% this week with only 6 weeks of bookable runway; the KL statutory audit team is at 78% with 12-week runway through the August reporting cycle. Three senior managers (2 ex-audit, 1 ex-tax) hold the CFE / Certified Fraud Examiner credentials and 3+ years of forensic experience — they can be reallocated without breaching MIA independence rotation rules on their current audit files.", "evidence": ["Penang forensic pod utilisation: 95% (Week 21, 2026) vs 12-month average of 71% — source: Engage RM time-charge ledger", "KL statutory audit bench: 78% utilisation, 12-week forward runway through August Bursa Q2 filings — source: Resource Forecast Apr-Jun 2026", "3 SMs (Aida bt Hassan, Wei Lun Tan, Pravin Kumar) hold CFE credentials and clean MIA independence rotation status on current audit files", "MIA By-Law B.1 cooling-off (2 financial periods) not triggered — all 3 SMs last touched named forensic targets >24 months ago", "Forensic gross margin per SM-hour: RM 485 vs audit RM 312 — 55% uplift on reallocated hours (Mar-2026 realisation pull-through)"], "actions": ["Move 3 SMs to forensic pod effective Mon 2026-06-01; backfill audit with 2 newly-promoted SMs + 1 contractor (Robert Half pre-vetted)", "File MIA independence confirmations and notify the 4 affected audit clients (GLC subsidiary x2, PLC MY x2) within 72 hours", "Lock 6-month forensic engagement letters with 25% retainer to de-risk bench cost if Bursa investigation pipeline cools"], "risk": "Probability ~25% that audit demand spikes ahead of the August reporting cycle if 2 of the 4 reallocated-client engagements pull forward; mitigation is the contractor backstop and the 2 newly-promoted SMs. Probability ~10% of MIA independence challenge if rotation cooling-off was misread on any file — Talent Agent has cross-checked with the Risk Partner. Net expected margin uplift RM 920k assumes 78% realisation on forensic hours; downside case (60% realisation) still yields +RM 580k.", "confidence": 0.91, "signals": ["Forensic pod utilisation 7-day moving average", "Bursa enforcement notices filed (rolling 30 days)", "Audit bench forward runway (weeks)", "Forensic engagement letter conversion rate", "SM-level CFE credential roster (Engage HR)"]}, {"agent": "Client Agent", "headline": "4 named audit clients can absorb SM substitution — forensic clients need senior bench now", "commentary": "Client Agent has stress-tested the 4 affected audit relationships (GLC subsidiary in plantations, GLC subsidiary in utilities, PLC MY in industrial products, PLC MY in consumer) against SM substitution: all 4 have prior partner-level continuity, NPS >8, and the August reporting cycle is administratively boilerplate. Meanwhile, the Bursa investigation forensic engagement requires 2 SMs minimum at director-shadow capacity through the SC inspection window.", "evidence": ["4 affected audit clients: 12-month average NPS 8.4, realisation rate 87%, no partner-level escalations in trailing 18 months", "Forensic mandate pipeline: 3 confirmed engagements (RM 4.2M combined fees), 2 LOIs (RM 1.6M) — source: Pipeline CRM Week 21 2026", "Bursa investigation engagement requires 2 SMs at director-shadow capacity through SC inspection window (est. ends 31 July 2026)", "Historical precedent: 2024 audit-to-advisory reallocation at the KL office held realisation at 86% across 6 clients", "Client Concentration Index unchanged post-reallocation (top-10 still 31% of revenue)"], "actions": ["Schedule partner-led calls with the 4 affected audit clients in the 48 hours before SM transition; pre-brief audit committee chairs at the 2 PLCs", "Issue Tier-1 priority response SLAs to the 3 confirmed forensic clients (4-hour senior responder, 24-hour written brief)", "Track NPS pulse weekly across the 4 affected audit clients for 6 weeks post-reallocation"], "risk": "Probability ~20% that one of the 2 PLC MY audit clients raises a partner-rotation concern at audit committee level; mitigation is pre-emptive partner outreach and a written continuity memo. Probability ~12% that one forensic engagement scope-creeps beyond available SM bench, requiring contractor uplift at 1.4x cost — within RM 920k margin envelope. Net realisation risk on the audit book is +/- RM 60k against the RM 920k uplift case.", "confidence": 0.88, "signals": ["Forensic mandate pipeline value (RM, 30-day rolling)", "Affected audit client NPS pulse", "Partner-continuity score on the 4 audit clients", "Bursa investigation engagement scope (SM-weeks)", "Realisation rate post-SM substitution (historical)"]}], "signal_trend": {"name": "Forensic pod utilisation (%)", "dates": ["2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22", "2026-05-23", "2026-05-24"], "values": [72, 75, 78, 82, 86, 91, 95], "threshold": 88, "annotation": "Forensic utilisation hit 95% with 6-week runway; audit at 78% with 12-week slack — reallocation window closes Friday."}}
{"decision_id": "DEC-professional-services-2026-05-24-2", "date": "2026-05-24", "priority": "P0", "decision": "Convert 2 mid-tier accounts to Tier-1 advisory pods", "agents_involved": ["CPPA", "DEPA"], "rm_impact": "+RM 2.1M ARR", "recommended_action": "approve", "why": "Two mid-tier accounts (GLC subsidiary in utilities, PLC MY consumer) have crossed the Tier-1 thresholds on cross-service depth (4+ practice areas), 12-month spend (RM 1.6M+), and partner sponsorship; converting them to dedicated advisory pods unlocks an estimated +RM 2.1M ARR at 28% margin vs the current 18% mid-tier blended margin.", "justifications": [{"agent": "Client Agent", "headline": "Both candidate accounts now meet all 5 Tier-1 conversion criteria — partner sponsors confirmed", "commentary": "GLC subsidiary (utilities) and PLC MY (consumer) have each consumed 4+ practice areas in trailing 12 months (audit + tax + advisory + outsourcing on the GLC; audit + tax + advisory + forensic on the PLC), with trailing-twelve-month spend of RM 1.78M and RM 1.62M respectively. Partner sponsors (Datin Yeoh for GLC, Mr Chow for PLC) have signed off on the Tier-1 conversion business case. Account margin in the most recent Mar-2026 cohort moved from 18% to 28% post-pod conversion.", "evidence": ["GLC subsidiary (utilities) LTM spend: RM 1.78M across audit, tax, advisory, outsourcing — 4 practice areas, MIA + BNM regulated touchpoints", "PLC MY (consumer) LTM spend: RM 1.62M across audit, tax, advisory, forensic — 4 practice areas, Bursa Main Market listed", "Account margin: 18% (mid-tier blended) -> 28% post-Tier-1 pod conversion (Mar-2026 cohort, n=3 historical conversions)", "Partner sponsors confirmed: Datin Yeoh (GLC), Mr Chow (PLC); both with audit committee access at client", "Estimated +RM 2.1M ARR over 24 months = RM 1.05M GLC + RM 1.05M PLC at Tier-1 pricing premium"], "actions": ["Stand up dedicated 8-person Tier-1 pods (1 partner, 1 director, 2 SMs, 4 staff) for each account by 2026-07-01; lock pod compositions with Talent Agent", "Reissue Master Services Agreements with Tier-1 service catalogue, governance cadence, and 90-day pod onboarding plan", "Set up quarterly executive scorecard with client CFO/audit committee starting Q3 2026"], "risk": "Probability ~18% that the GLC procurement office triggers a competitive re-tender on conversion; mitigation is the partner-sponsored sole-source justification supported by 12-month integrated delivery track record. Probability ~15% the PLC delays conversion past AGM season — manageable, no economic loss. Downside case (one of two converts) still delivers +RM 1.05M ARR.", "confidence": 0.92, "signals": ["Cross-service depth (practice areas active per account)", "Trailing-12-month spend velocity (RM)", "Partner sponsor engagement score", "Tier-1 cohort margin (Mar-2026)", "Account-level NPS and audit committee access"]}, {"agent": "Delivery Agent", "headline": "Pod capacity available with KL + Penang rebalance; engagement throughput modelling supports both conversions", "commentary": "Delivery Agent has run the pod-staffing simulation: with the 3-SM forensic reallocation in flight (Decision 1) and 2 audit SMs rolling off August filings, both Tier-1 pods can be stood up by 1 July with 92% planned vs realised hours alignment. Engagement throughput on Tier-1 pods runs at 1.6x mid-tier hourly billable density given the dedicated team structure and reduced context-switching.", "evidence": ["Mar-2026 cohort Tier-1 pod realisation: 91% (vs 82% mid-tier blended)", "Tier-1 hourly billable density 1.6x mid-tier on a like-for-like staffing basis (Engage RM throughput report Q1 2026)", "Available bench post Aug-filing rollover: 2 SMs + 4 staff (KL); 1 SM + 2 staff (Penang) — source: Resource Forecast Jul-Sep 2026", "90-day pod onboarding playbook (used on 3 prior conversions) reduces ramp-loss from 22% to 11% of first-quarter revenue", "Delivery cost-to-serve drops 6 percentage points per pod due to consolidated tooling and standardised governance"], "actions": ["Confirm pod-staffing roster with Talent Agent and lock RM bookings for the 8-person teams by 2026-06-15", "Execute 90-day pod onboarding playbook starting 2026-07-01; align engagement letters, billing rhythm, and governance cadence", "Instrument Tier-1 pod KPIs (realisation, NPS, write-off rate, RM run-rate) in the partner dashboard from go-live"], "risk": "Probability ~22% that Aug-filing rollover slips by 2-3 weeks if 1-2 Bursa audit clients extend reporting timetables; mitigation is the contractor backstop and Penang-KL load balancing. Probability ~12% pod ramp-loss exceeds the 11% playbook benchmark — historically capped at 18% even in worst case. Margin downside is bounded at RM 220k against the RM 2.1M ARR uplift.", "confidence": 0.89, "signals": ["Available SM and staff bench post Aug-filings", "Tier-1 pod realisation rate vs mid-tier", "Hourly billable density (Tier-1 vs mid-tier)", "90-day pod ramp-loss percentage", "Delivery cost-to-serve per RM revenue"]}], "signal_trend": {"name": "Tier-1 pod cohort margin (%)", "dates": ["2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22", "2026-05-23", "2026-05-24"], "values": [16, 17, 18, 21, 24, 26, 28], "threshold": 22, "annotation": "Pod-conversion cohort margin uplift hit 28% — 10 points above mid-tier baseline. Window to lock 2 named accounts closes before AGM season."}}
{"decision_id": "DEC-professional-services-2026-05-24-3", "date": "2026-05-24", "priority": "P0", "decision": "Lock in knowledge base for new SST / e-invoicing rule", "agents_involved": ["TKMA", "PIPA"], "rm_impact": "+RM 540k advisory pull", "recommended_action": "approve", "why": "LHDN's revised SST circular and the Phase 3 e-invoicing mandate (deadline 30 days out) is driving a +217% surge in advisory queries; locking the firm-wide KB with vetted rulings, transition templates and partner-signed positions converts inbound interest into RM 540k of qualified advisory engagements before the deadline window closes.", "justifications": [{"agent": "Knowledge Agent", "headline": "KB draft complete on SST/e-invoicing — partner review window is the only blocker before publish", "commentary": "Knowledge Agent has compiled 42 vetted positions covering the revised SST scope (services tax expansion to digital services, logistics, brokerage), the LHDN e-invoicing Phase 3 technical handbook v2.4, and 18 client-facing transition templates. Partner reviews from the Tax leadership group (4 partners) are complete on 39 of 42; the remaining 3 cover edge cases on intercompany services and free zone treatment. Publishing the KB before the 30-day deadline window opens activates the advisory pricing playbook.", "evidence": ["LHDN SST circular dated 2026-05-15 (Pekeliling Ketua Pengarah Hasil Dalam Negeri 4/2026) — 22 substantive scope changes", "LHDN e-invoicing Phase 3 technical handbook v2.4 — covers all entities with turnover >RM 25M effective 2026-07-01", "42 vetted positions drafted; 39 partner-signed (Tax leadership group) as of 2026-05-24", "18 client-facing transition templates harvested from YTD engagements (incl. 2 GLC and 4 PLC MY implementations)", "MIA CPE accreditation submitted for a 4-hour KB launch webinar (8,400 MIA members in tax practice)"], "actions": ["Lock KB v1.0 and publish to NetDocs / iManage by 2026-05-28; activate partner-led launch webinar for the top-200 clients", "Close the 3 outstanding partner reviews (intercompany services, free zone treatment, group VAT) within 48 hours", "Issue a client-facing advisory note within 72 hours of publish; tag follow-up advisory leads to Pipeline Agent"], "risk": "Probability ~10% that LHDN issues a clarifying circular within 30 days that materially changes 1-2 positions; mitigation is the modular KB structure and rapid-amend protocol. Probability ~8% partner review escalates on the intercompany position — manageable, doesn't block other 39 positions. Reputational risk of mis-stated guidance is the main downside; partner sign-off and the QA committee provide controls.", "confidence": 0.94, "signals": ["Number of KB positions partner-signed (target 42)", "LHDN circulars and clarifications published (rolling 30 days)", "Client advisory query volume on SST/e-invoicing", "NetDocs / iManage KB access frequency", "MIA CPE registrations for the launch webinar"]}, {"agent": "Pipeline Agent", "headline": "Advisory query inbox at +217% — KB publish converts inbound interest into RM 540k of qualified mandates", "commentary": "Pipeline Agent reports 84 inbound advisory queries on SST and e-invoicing in the trailing 7 days (vs 27 baseline) from existing audit/tax clients and 11 net-new contacts. Converting at the historical 18% qualification rate gives 15 engagements at an average ticket of RM 36k — the RM 540k advisory pull case. The KB unlocks productised pricing (3 tiers: diagnostic RM 25k, transition RM 65k, advisory retainer RM 180k/yr).", "evidence": ["Inbound advisory queries on SST/e-invoicing: 84 trailing 7 days vs 27 baseline (+217%) — source: Pipeline CRM Week 21 2026", "Historical query-to-engagement conversion: 18% on tax-rule-change advisory pulls (2024 SST overhaul cohort)", "Productised pricing menu: RM 25k diagnostic / RM 65k transition / RM 180k advisory retainer per annum", "Top-200 named-client target list with trailing-12-month tax spend >RM 50k each", "LHDN e-invoicing Phase 3 catches an estimated 6,800 Malaysian businesses on the >RM 25M turnover threshold"], "actions": ["Launch SST/e-invoicing campaign to top-200 named clients within 24 hours of KB publish; partner-led outreach on the top-50", "Stand up a 2-day-turnaround diagnostic offering using KB templates; price at RM 25k fixed-fee with upsell triggers", "Track lead-to-engagement conversion daily through the deadline window (next 30 days)"], "risk": "Probability ~20% that conversion comes in below the 18% benchmark if e-invoicing readiness varies across the named-client list; downside is RM 380k (12% conversion) which is still net-accretive. Probability ~15% that 1-2 competitors (Big 4) discount their transition offerings; mitigation is the productised pricing and 2-day diagnostic. Independence/MIA conflict risk is low — SST advisory is permitted alongside audit under MIA By-Law B.3 with appropriate safeguards.", "confidence": 0.9, "signals": ["Inbound advisory queries trailing 7 days", "Lead-to-engagement conversion rate", "Days to LHDN e-invoicing deadline", "Productised pricing campaign acceptance rate", "Top-50 partner-led outreach engagement score"]}], "signal_trend": {"name": "Inbound SST/e-invoicing advisory queries (daily count)", "dates": ["2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22", "2026-05-23", "2026-05-24"], "values": [12, 18, 22, 26, 30, 34, 38], "threshold": 24, "annotation": "LHDN e-invoicing deadline 30 days away; advisory query volume +217% week-on-week. KB lock-in unlocks named-client advisory pull."}}
{"decision_id": "DEC-professional-services-2026-05-24-4", "date": "2026-05-24", "priority": "P2", "decision": "Renegotiate IT license bundles (NetDocs / iManage)", "agents_involved": ["TKMA"], "rm_impact": "+RM 220k/yr", "recommended_action": "approve", "why": "NetDocs and iManage license utilisation is running at 69-75% of paid seats across the 600-staff base; the renewal window opens 45 days out and benchmark pricing from 2 peer firms supports renegotiation toward seat-band consolidation and removal of unused premium modules — estimated annualised saving RM 220k.", "justifications": [{"agent": "Knowledge Agent", "headline": "75% NetDocs / iManage seat utilisation — renegotiation case is well-documented", "commentary": "Knowledge Agent has tracked NetDocs (document management) and iManage (work product) utilisation over 6 quarters — paid seats 620, active monthly users 462 (75%), with the gap concentrated in the support and admin layers and in 2 acquired offices (JB, KK) that retained legacy tooling. Renegotiation playbook covers seat-band step-down, removal of premium modules (Worksite Communicator and Insight) not in active use, and a 3-year price-protection clause.", "evidence": ["NetDocs paid seats: 620, active monthly users: 462 (74.5% utilisation, Apr 2026)", "iManage paid seats: 580, active monthly users: 416 (71.7% utilisation, Apr 2026)", "JB and KK offices on legacy DocuShare; 78 unused premium seats carry over from 2023 merger", "Peer firm benchmark: 2 KL mid-market firms paying RM 1,180 / seat / year (vs our RM 1,420)", "Renewal notice deadline: 2026-07-09 (45 days from peak-stage decision date)"], "actions": ["Issue formal renegotiation notice to NetDocs and iManage account managers within 7 days; request seat-band step-down and premium-module removal", "Consolidate JB and KK on the main platform — decommission DocuShare by 2026-09-30", "Lock 3-year price-protection clause with annual seat true-up review"], "risk": "Probability ~25% vendors push back hard given switching costs (estimated RM 1.4M to migrate); mitigation is the credible peer-firm benchmark and a 2026-Q3 alternative-vendor RFI as a parallel track. Probability ~10% data-migration risk if vendors trigger contract termination — managed through phased seat reduction rather than full exit. Net saving RM 220k/yr at 50% capture; RM 350k/yr at full capture against the benchmark.", "confidence": 0.86, "signals": ["NetDocs / iManage monthly active users", "Paid-seat utilisation percentage", "Peer-firm benchmark pricing (RM per seat)", "Days to renewal notice deadline", "Premium-module active usage (Worksite Communicator, Insight)"]}], "signal_trend": {"name": "License seat utilisation (%)", "dates": ["2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22", "2026-05-23", "2026-05-24"], "values": [62, 64, 66, 68, 70, 72, 75], "threshold": 80, "annotation": "NetDocs/iManage renewal window 45 days out; underutilised seats trending up. Approve renegotiation playbook."}}
{"decision_id": "DEC-professional-services-2026-05-24-5", "date": "2026-05-24", "priority": "Esc", "decision": "Escalate: 2 senior associates at risk of leaving for competitor", "agents_involved": ["TWPA", "CPPA"], "rm_impact": "-RM 4.8M pipeline at risk", "recommended_action": "escalate", "why": "Two senior associates (one in forensic, one in BNM-regulated advisory) show convergent flight-risk indicators — LinkedIn recruiter activity, login anomalies, CV updates, and peer-network signals point to a Big 4 competitor approach; their combined client books carry RM 4.8M of trailing-12-month pipeline that would be exposed on departure.", "justifications": [{"agent": "Talent Agent", "headline": "Convergent flight-risk indicators on 2 senior associates — composite score 85%, Managing Partner intervention needed", "commentary": "Talent Agent has assembled the flight-risk composite for the 2 named senior associates (forensic and BNM-regulated advisory): (i) LinkedIn recruiter conversations identified via shared connections, (ii) login anomalies in trailing 21 days (after-hours, multiple devices), (iii) CV uploads detected on Big 4 careers portal, (iv) reduced participation in firm-wide pulse surveys, (v) compensation gap to market 12-14%. Composite score 85% (vs 30% peer baseline). Both associates have been with the firm 4+ years, hold CFE / CFA credentials, and are partner-track in 2 cycles.", "evidence": ["Named senior associates: SA-FOR-04 (forensic, 4.2 years tenure, CFE) and SA-ADV-11 (BNM-regulated advisory, 4.8 years, CFA)", "Composite flight-risk score: 85% (peer baseline 30%) — source: Talent Agent retention model v3", "Compensation gap to Big 4 market benchmark: 12-14% on base, 18-22% on total comp incl. signing bonuses", "LinkedIn recruiter touch volume: 14 (SA-FOR-04) and 11 (SA-ADV-11) in trailing 30 days vs cohort median 3", "Post-engagement client feedback: both associates rated 9.2/10 by their key client sponsors in last 90 days"], "actions": ["Managing Partner-led retention conversation within 48 hours; lead with career path (partner-track acceleration) before compensation", "Offer retention package: 18-month equity vest, 15% comp uplift to close the market gap, accelerated partner-track sponsorship", "Trigger MIA-compliant non-solicit reminder and ring-fence client communications during the retention window"], "risk": "Probability ~60% the 2 associates have an offer in hand or imminent; if so retention success rate drops to 40-50% even with full package. Probability ~25% retention succeeds but a deferred departure risk persists for 12-18 months; mitigation is partner-track sponsorship and visible career investment. Probability ~15% retention fully resets trajectory. Downside if both leave: RM 4.8M pipeline exposed, 4-6 months to rebuild senior coverage, reputational signal to remaining team.", "confidence": 0.93, "signals": ["Composite flight-risk score (Talent retention model)", "LinkedIn recruiter touch volume (trailing 30 days)", "Login anomaly events (after-hours, multi-device)", "Compensation gap to market benchmark", "Post-engagement client feedback (NPS-style)"]}, {"agent": "Client Agent", "headline": "Both associates hold front-line client relationships across RM 4.8M of pipeline — exposure is concentrated and immediate", "commentary": "Client Agent has mapped each associate's client book against the trailing-12-month pipeline: SA-FOR-04 is the senior on 5 forensic engagements (RM 2.1M, including the Bursa-listed manufacturing investigation), SA-ADV-11 is the senior on 3 BNM-regulated advisory mandates (RM 2.7M). Both have direct client-sponsor relationships (CFO and audit committee chair level) at 6 of those 8 accounts — meaningful continuity risk if either departs without a structured handover.", "evidence": ["SA-FOR-04 client book: 5 forensic engagements, RM 2.1M trailing-12-month pipeline, including Bursa-listed manufacturing investigation", "SA-ADV-11 client book: 3 BNM-regulated advisory mandates, RM 2.7M pipeline, including a licensed advisory firm under RMiT review", "Direct senior-to-client-sponsor relationships: 6 of 8 accounts (CFO / audit committee chair level)", "Historical departure-to-client-attrition rate: 35% within 18 months when continuity not formally managed (firm data 2022-2025, n=14)", "Non-solicit clauses in both employment agreements; MIA By-Law B.4 applies to client follow-on"], "actions": ["Trigger continuity playbook on both client books in parallel with retention conversation: partner-led check-ins, double-hatted SM on key files", "Pre-draft client communications for use if retention fails; align with non-solicit posture and MIA By-Law B.4", "Run a 90-day client-NPS pulse on the 8 affected accounts irrespective of retention outcome"], "risk": "Probability ~35% of meaningful client attrition (>20% of pipeline) within 18 months if both associates depart and continuity is not formally managed; mitigation is the continuity playbook and double-hatting now. Probability ~15% of an MIA By-Law B.4 challenge if associates solicit clients post-departure; firm has clear documentary evidence to enforce. Worst-case exposure RM 1.7M of the RM 4.8M pipeline; best-case (retention succeeds on both) zero.", "confidence": 0.9, "signals": ["Client-book pipeline value per associate", "Direct senior-to-client-sponsor relationship density", "Departure-to-client-attrition historical rate", "Account-level NPS on the 8 affected clients", "Non-solicit and MIA By-Law B.4 compliance status"]}], "signal_trend": {"name": "Senior associate flight-risk composite score (%)", "dates": ["2026-05-18", "2026-05-19", "2026-05-20", "2026-05-21", "2026-05-22", "2026-05-23", "2026-05-24"], "values": [42, 48, 55, 62, 70, 78, 85], "threshold": 60, "annotation": "Flight-risk score on 2 senior associates hit 85% — RM 4.8M pipeline directly exposed. Managing Partner intervention needed within 48 hours."}}