{"writeback_id": "WB-banking-RPPA-2026-05-25-0", "agent": "RPPA", "date": "2026-05-25", "forecast_class": "demand", "horizon_days": 7, "confidence": 0.82, "rm_impact_forecast": 5630631, "notes": "RPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-RPPA-2026-05-24-1", "agent": "RPPA", "date": "2026-05-24", "forecast_class": "supply", "horizon_days": 1, "confidence": 0.55, "rm_impact_forecast": -1400568, "notes": "RPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-RPPA-2026-05-23-2", "agent": "RPPA", "date": "2026-05-23", "forecast_class": "asset", "horizon_days": 7, "confidence": 0.76, "rm_impact_forecast": -1807017, "notes": "RPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-RPPA-2026-05-22-3", "agent": "RPPA", "date": "2026-05-22", "forecast_class": "portfolio", "horizon_days": 1, "confidence": 0.66, "rm_impact_forecast": 5233100, "notes": "RPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-RPPA-2026-05-21-4", "agent": "RPPA", "date": "2026-05-21", "forecast_class": "demand", "horizon_days": 1, "confidence": 0.86, "rm_impact_forecast": 1883871, "notes": "RPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-RPPA-2026-05-20-5", "agent": "RPPA", "date": "2026-05-20", "forecast_class": "asset", "horizon_days": 7, "confidence": 0.78, "rm_impact_forecast": -2391191, "notes": "RPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-RPPA-2026-05-19-6", "agent": "RPPA", "date": "2026-05-19", "forecast_class": "workforce", "horizon_days": 7, "confidence": 0.65, "rm_impact_forecast": 224974, "notes": "RPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-RPPA-2026-05-18-7", "agent": "RPPA", "date": "2026-05-18", "forecast_class": "supply", "horizon_days": 1, "confidence": 0.74, "rm_impact_forecast": 258328, "notes": "RPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-RPPA-2026-05-17-8", "agent": "RPPA", "date": "2026-05-17", "forecast_class": "portfolio", "horizon_days": 7, "confidence": 0.66, "rm_impact_forecast": 692566, "notes": "RPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-RPPA-2026-05-16-9", "agent": "RPPA", "date": "2026-05-16", "forecast_class": "asset", "horizon_days": 30, "confidence": 0.82, "rm_impact_forecast": 2772832, "notes": "RPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-RPPA-2026-05-15-10", "agent": "RPPA", "date": "2026-05-15", "forecast_class": "demand", "horizon_days": 7, "confidence": 0.89, "rm_impact_forecast": -646441, "notes": "RPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-RPPA-2026-05-14-11", "agent": "RPPA", "date": "2026-05-14", "forecast_class": "asset", "horizon_days": 30, "confidence": 0.67, "rm_impact_forecast": 4992718, "notes": "RPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-LTRA-2026-05-25-0", "agent": "LTRA", "date": "2026-05-25", "forecast_class": "asset", "horizon_days": 7, "confidence": 0.56, "rm_impact_forecast": 4864030, "notes": "LTRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-LTRA-2026-05-24-1", "agent": "LTRA", "date": "2026-05-24", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.75, "rm_impact_forecast": 4215789, "notes": "LTRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-LTRA-2026-05-23-2", "agent": "LTRA", "date": "2026-05-23", "forecast_class": "demand", "horizon_days": 7, "confidence": 0.55, "rm_impact_forecast": -25501, "notes": "LTRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-LTRA-2026-05-22-3", "agent": "LTRA", "date": "2026-05-22", "forecast_class": "portfolio", "horizon_days": 7, "confidence": 0.94, "rm_impact_forecast": 462992, "notes": "LTRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-LTRA-2026-05-21-4", "agent": "LTRA", "date": "2026-05-21", "forecast_class": "supply", "horizon_days": 1, "confidence": 0.67, "rm_impact_forecast": -2359713, "notes": "LTRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-LTRA-2026-05-20-5", "agent": "LTRA", "date": "2026-05-20", "forecast_class": "asset", "horizon_days": 7, "confidence": 0.77, "rm_impact_forecast": 4294000, "notes": "LTRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-LTRA-2026-05-19-6", "agent": "LTRA", "date": "2026-05-19", "forecast_class": "workforce", "horizon_days": 7, "confidence": 0.73, "rm_impact_forecast": 5433849, "notes": "LTRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-LTRA-2026-05-18-7", "agent": "LTRA", "date": "2026-05-18", "forecast_class": "portfolio", "horizon_days": 1, "confidence": 0.71, "rm_impact_forecast": -455315, "notes": "LTRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-LTRA-2026-05-17-8", "agent": "LTRA", "date": "2026-05-17", "forecast_class": "asset", "horizon_days": 1, "confidence": 0.64, "rm_impact_forecast": 2033579, "notes": "LTRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-LTRA-2026-05-16-9", "agent": "LTRA", "date": "2026-05-16", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.76, "rm_impact_forecast": -2214249, "notes": "LTRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-LTRA-2026-05-15-10", "agent": "LTRA", "date": "2026-05-15", "forecast_class": "demand", "horizon_days": 1, "confidence": 0.73, "rm_impact_forecast": 1435728, "notes": "LTRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-LTRA-2026-05-14-11", "agent": "LTRA", "date": "2026-05-14", "forecast_class": "workforce", "horizon_days": 1, "confidence": 0.85, "rm_impact_forecast": 114967, "notes": "LTRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BWOA-2026-05-25-0", "agent": "BWOA", "date": "2026-05-25", "forecast_class": "workforce", "horizon_days": 1, "confidence": 0.66, "rm_impact_forecast": 608685, "notes": "BWOA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BWOA-2026-05-24-1", "agent": "BWOA", "date": "2026-05-24", "forecast_class": "asset", "horizon_days": 7, "confidence": 0.83, "rm_impact_forecast": 3668631, "notes": "BWOA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BWOA-2026-05-23-2", "agent": "BWOA", "date": "2026-05-23", "forecast_class": "portfolio", "horizon_days": 1, "confidence": 0.59, "rm_impact_forecast": 5100198, "notes": "BWOA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BWOA-2026-05-22-3", "agent": "BWOA", "date": "2026-05-22", "forecast_class": "workforce", "horizon_days": 7, "confidence": 0.76, "rm_impact_forecast": -1594584, "notes": "BWOA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BWOA-2026-05-21-4", "agent": "BWOA", "date": "2026-05-21", "forecast_class": "supply", "horizon_days": 30, "confidence": 0.92, "rm_impact_forecast": -577473, "notes": "BWOA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BWOA-2026-05-20-5", "agent": "BWOA", "date": "2026-05-20", "forecast_class": "asset", "horizon_days": 1, "confidence": 0.84, "rm_impact_forecast": 3252921, "notes": "BWOA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BWOA-2026-05-19-6", "agent": "BWOA", "date": "2026-05-19", "forecast_class": "workforce", "horizon_days": 30, "confidence": 0.85, "rm_impact_forecast": 2293099, "notes": "BWOA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BWOA-2026-05-18-7", "agent": "BWOA", "date": "2026-05-18", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.61, "rm_impact_forecast": 5814754, "notes": "BWOA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BWOA-2026-05-17-8", "agent": "BWOA", "date": "2026-05-17", "forecast_class": "portfolio", "horizon_days": 1, "confidence": 0.67, "rm_impact_forecast": 5758134, "notes": "BWOA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BWOA-2026-05-16-9", "agent": "BWOA", "date": "2026-05-16", "forecast_class": "demand", "horizon_days": 1, "confidence": 0.86, "rm_impact_forecast": 5076626, "notes": "BWOA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BWOA-2026-05-15-10", "agent": "BWOA", "date": "2026-05-15", "forecast_class": "asset", "horizon_days": 1, "confidence": 0.63, "rm_impact_forecast": 4937104, "notes": "BWOA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BWOA-2026-05-14-11", "agent": "BWOA", "date": "2026-05-14", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.86, "rm_impact_forecast": 5764581, "notes": "BWOA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-OPRA-2026-05-25-0", "agent": "OPRA", "date": "2026-05-25", "forecast_class": "supply", "horizon_days": 1, "confidence": 0.82, "rm_impact_forecast": 62850, "notes": "OPRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-OPRA-2026-05-24-1", "agent": "OPRA", "date": "2026-05-24", "forecast_class": "demand", "horizon_days": 30, "confidence": 0.65, "rm_impact_forecast": 953180, "notes": "OPRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-OPRA-2026-05-23-2", "agent": "OPRA", "date": "2026-05-23", "forecast_class": "asset", "horizon_days": 1, "confidence": 0.63, "rm_impact_forecast": 5216014, "notes": "OPRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-OPRA-2026-05-22-3", "agent": "OPRA", "date": "2026-05-22", "forecast_class": "asset", "horizon_days": 7, "confidence": 0.59, "rm_impact_forecast": 4630577, "notes": "OPRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-OPRA-2026-05-21-4", "agent": "OPRA", "date": "2026-05-21", "forecast_class": "asset", "horizon_days": 30, "confidence": 0.94, "rm_impact_forecast": -647125, "notes": "OPRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-OPRA-2026-05-20-5", "agent": "OPRA", "date": "2026-05-20", "forecast_class": "supply", "horizon_days": 30, "confidence": 0.64, "rm_impact_forecast": -1353734, "notes": "OPRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-OPRA-2026-05-19-6", "agent": "OPRA", "date": "2026-05-19", "forecast_class": "supply", "horizon_days": 1, "confidence": 0.65, "rm_impact_forecast": 5584234, "notes": "OPRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-OPRA-2026-05-18-7", "agent": "OPRA", "date": "2026-05-18", "forecast_class": "demand", "horizon_days": 7, "confidence": 0.83, "rm_impact_forecast": 3940045, "notes": "OPRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-OPRA-2026-05-17-8", "agent": "OPRA", "date": "2026-05-17", "forecast_class": "asset", "horizon_days": 30, "confidence": 0.85, "rm_impact_forecast": -520080, "notes": "OPRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-OPRA-2026-05-16-9", "agent": "OPRA", "date": "2026-05-16", "forecast_class": "demand", "horizon_days": 1, "confidence": 0.73, "rm_impact_forecast": -1215819, "notes": "OPRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-OPRA-2026-05-15-10", "agent": "OPRA", "date": "2026-05-15", "forecast_class": "demand", "horizon_days": 1, "confidence": 0.63, "rm_impact_forecast": -1297970, "notes": "OPRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-OPRA-2026-05-14-11", "agent": "OPRA", "date": "2026-05-14", "forecast_class": "supply", "horizon_days": 30, "confidence": 0.58, "rm_impact_forecast": -405794, "notes": "OPRA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BPPA-2026-05-25-0", "agent": "BPPA", "date": "2026-05-25", "forecast_class": "portfolio", "horizon_days": 7, "confidence": 0.94, "rm_impact_forecast": -1044346, "notes": "BPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BPPA-2026-05-24-1", "agent": "BPPA", "date": "2026-05-24", "forecast_class": "asset", "horizon_days": 30, "confidence": 0.61, "rm_impact_forecast": 2199034, "notes": "BPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BPPA-2026-05-23-2", "agent": "BPPA", "date": "2026-05-23", "forecast_class": "demand", "horizon_days": 1, "confidence": 0.72, "rm_impact_forecast": -38856, "notes": "BPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BPPA-2026-05-22-3", "agent": "BPPA", "date": "2026-05-22", "forecast_class": "supply", "horizon_days": 1, "confidence": 0.77, "rm_impact_forecast": 2969829, "notes": "BPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BPPA-2026-05-21-4", "agent": "BPPA", "date": "2026-05-21", "forecast_class": "workforce", "horizon_days": 7, "confidence": 0.85, "rm_impact_forecast": 4839944, "notes": "BPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BPPA-2026-05-20-5", "agent": "BPPA", "date": "2026-05-20", "forecast_class": "portfolio", "horizon_days": 30, "confidence": 0.62, "rm_impact_forecast": 3290121, "notes": "BPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BPPA-2026-05-19-6", "agent": "BPPA", "date": "2026-05-19", "forecast_class": "asset", "horizon_days": 30, "confidence": 0.85, "rm_impact_forecast": 3783596, "notes": "BPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BPPA-2026-05-18-7", "agent": "BPPA", "date": "2026-05-18", "forecast_class": "workforce", "horizon_days": 7, "confidence": 0.88, "rm_impact_forecast": 2174938, "notes": "BPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BPPA-2026-05-17-8", "agent": "BPPA", "date": "2026-05-17", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.63, "rm_impact_forecast": 3948238, "notes": "BPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BPPA-2026-05-16-9", "agent": "BPPA", "date": "2026-05-16", "forecast_class": "portfolio", "horizon_days": 1, "confidence": 0.58, "rm_impact_forecast": 6173890, "notes": "BPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BPPA-2026-05-15-10", "agent": "BPPA", "date": "2026-05-15", "forecast_class": "portfolio", "horizon_days": 30, "confidence": 0.73, "rm_impact_forecast": 665744, "notes": "BPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-banking-BPPA-2026-05-14-11", "agent": "BPPA", "date": "2026-05-14", "forecast_class": "asset", "horizon_days": 7, "confidence": 0.58, "rm_impact_forecast": -2091024, "notes": "BPPA writeback for Retail / SME Bank: forecast vs actual delta logged for nightly CSOA retraining."}