{"writeback_id": "WB-logistics-VFPA-2026-05-25-0", "agent": "VFPA", "date": "2026-05-25", "forecast_class": "asset", "horizon_days": 30, "confidence": 0.91, "rm_impact_forecast": 5407852, "notes": "VFPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-VFPA-2026-05-24-1", "agent": "VFPA", "date": "2026-05-24", "forecast_class": "asset", "horizon_days": 7, "confidence": 0.82, "rm_impact_forecast": 2950485, "notes": "VFPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-VFPA-2026-05-23-2", "agent": "VFPA", "date": "2026-05-23", "forecast_class": "portfolio", "horizon_days": 1, "confidence": 0.75, "rm_impact_forecast": 2399782, "notes": "VFPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-VFPA-2026-05-22-3", "agent": "VFPA", "date": "2026-05-22", "forecast_class": "portfolio", "horizon_days": 30, "confidence": 0.93, "rm_impact_forecast": -2204368, "notes": "VFPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-VFPA-2026-05-21-4", "agent": "VFPA", "date": "2026-05-21", "forecast_class": "demand", "horizon_days": 7, "confidence": 0.71, "rm_impact_forecast": 880689, "notes": "VFPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-VFPA-2026-05-20-5", "agent": "VFPA", "date": "2026-05-20", "forecast_class": "demand", "horizon_days": 1, "confidence": 0.65, "rm_impact_forecast": 6100579, "notes": "VFPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-VFPA-2026-05-19-6", "agent": "VFPA", "date": "2026-05-19", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.81, "rm_impact_forecast": 4669722, "notes": "VFPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-VFPA-2026-05-18-7", "agent": "VFPA", "date": "2026-05-18", "forecast_class": "workforce", "horizon_days": 30, "confidence": 0.58, "rm_impact_forecast": 2651984, "notes": "VFPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-VFPA-2026-05-17-8", "agent": "VFPA", "date": "2026-05-17", "forecast_class": "demand", "horizon_days": 30, "confidence": 0.71, "rm_impact_forecast": 2168266, "notes": "VFPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-VFPA-2026-05-16-9", "agent": "VFPA", "date": "2026-05-16", "forecast_class": "demand", "horizon_days": 30, "confidence": 0.63, "rm_impact_forecast": 2055614, "notes": "VFPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-VFPA-2026-05-15-10", "agent": "VFPA", "date": "2026-05-15", "forecast_class": "portfolio", "horizon_days": 30, "confidence": 0.84, "rm_impact_forecast": 1050074, "notes": "VFPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-VFPA-2026-05-14-11", "agent": "VFPA", "date": "2026-05-14", "forecast_class": "demand", "horizon_days": 30, "confidence": 0.93, "rm_impact_forecast": 1020274, "notes": "VFPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-NRSA-2026-05-25-0", "agent": "NRSA", "date": "2026-05-25", "forecast_class": "asset", "horizon_days": 30, "confidence": 0.91, "rm_impact_forecast": 5454482, "notes": "NRSA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-NRSA-2026-05-24-1", "agent": "NRSA", "date": "2026-05-24", "forecast_class": "portfolio", "horizon_days": 1, "confidence": 0.84, "rm_impact_forecast": 5960567, "notes": "NRSA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-NRSA-2026-05-23-2", "agent": "NRSA", "date": "2026-05-23", "forecast_class": "workforce", "horizon_days": 1, "confidence": 0.57, "rm_impact_forecast": 5605764, "notes": "NRSA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-NRSA-2026-05-22-3", "agent": "NRSA", "date": "2026-05-22", "forecast_class": "asset", "horizon_days": 1, "confidence": 0.84, "rm_impact_forecast": -2154514, "notes": "NRSA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-NRSA-2026-05-21-4", "agent": "NRSA", "date": "2026-05-21", "forecast_class": "workforce", "horizon_days": 30, "confidence": 0.61, "rm_impact_forecast": -2167287, "notes": "NRSA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-NRSA-2026-05-20-5", "agent": "NRSA", "date": "2026-05-20", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.89, "rm_impact_forecast": 5651360, "notes": "NRSA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-NRSA-2026-05-19-6", "agent": "NRSA", "date": "2026-05-19", "forecast_class": "demand", "horizon_days": 30, "confidence": 0.81, "rm_impact_forecast": 5727072, "notes": "NRSA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-NRSA-2026-05-18-7", "agent": "NRSA", "date": "2026-05-18", "forecast_class": "demand", "horizon_days": 7, "confidence": 0.75, "rm_impact_forecast": 4515162, "notes": "NRSA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-NRSA-2026-05-17-8", "agent": "NRSA", "date": "2026-05-17", "forecast_class": "workforce", "horizon_days": 7, "confidence": 0.84, "rm_impact_forecast": 4518614, "notes": "NRSA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-NRSA-2026-05-16-9", "agent": "NRSA", "date": "2026-05-16", "forecast_class": "demand", "horizon_days": 1, "confidence": 0.7, "rm_impact_forecast": 356746, "notes": "NRSA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-NRSA-2026-05-15-10", "agent": "NRSA", "date": "2026-05-15", "forecast_class": "portfolio", "horizon_days": 7, "confidence": 0.6, "rm_impact_forecast": 3487632, "notes": "NRSA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-NRSA-2026-05-14-11", "agent": "NRSA", "date": "2026-05-14", "forecast_class": "workforce", "horizon_days": 30, "confidence": 0.91, "rm_impact_forecast": 4101294, "notes": "NRSA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-DWFA-2026-05-25-0", "agent": "DWFA", "date": "2026-05-25", "forecast_class": "workforce", "horizon_days": 1, "confidence": 0.9, "rm_impact_forecast": -896690, "notes": "DWFA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-DWFA-2026-05-24-1", "agent": "DWFA", "date": "2026-05-24", "forecast_class": "asset", "horizon_days": 30, "confidence": 0.89, "rm_impact_forecast": -506828, "notes": "DWFA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-DWFA-2026-05-23-2", "agent": "DWFA", "date": "2026-05-23", "forecast_class": "demand", "horizon_days": 7, "confidence": 0.81, "rm_impact_forecast": 1513909, "notes": "DWFA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-DWFA-2026-05-22-3", "agent": "DWFA", "date": "2026-05-22", "forecast_class": "workforce", "horizon_days": 1, "confidence": 0.69, "rm_impact_forecast": -1715183, "notes": "DWFA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-DWFA-2026-05-21-4", "agent": "DWFA", "date": "2026-05-21", "forecast_class": "supply", "horizon_days": 30, "confidence": 0.92, "rm_impact_forecast": 981882, "notes": "DWFA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-DWFA-2026-05-20-5", "agent": "DWFA", "date": "2026-05-20", "forecast_class": "workforce", "horizon_days": 1, "confidence": 0.92, "rm_impact_forecast": 4246555, "notes": "DWFA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-DWFA-2026-05-19-6", "agent": "DWFA", "date": "2026-05-19", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.89, "rm_impact_forecast": 1503074, "notes": "DWFA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-DWFA-2026-05-18-7", "agent": "DWFA", "date": "2026-05-18", "forecast_class": "asset", "horizon_days": 1, "confidence": 0.71, "rm_impact_forecast": 3715287, "notes": "DWFA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-DWFA-2026-05-17-8", "agent": "DWFA", "date": "2026-05-17", "forecast_class": "portfolio", "horizon_days": 1, "confidence": 0.87, "rm_impact_forecast": 1893751, "notes": "DWFA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-DWFA-2026-05-16-9", "agent": "DWFA", "date": "2026-05-16", "forecast_class": "asset", "horizon_days": 7, "confidence": 0.56, "rm_impact_forecast": 3194384, "notes": "DWFA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-DWFA-2026-05-15-10", "agent": "DWFA", "date": "2026-05-15", "forecast_class": "workforce", "horizon_days": 1, "confidence": 0.94, "rm_impact_forecast": -354156, "notes": "DWFA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-DWFA-2026-05-14-11", "agent": "DWFA", "date": "2026-05-14", "forecast_class": "demand", "horizon_days": 7, "confidence": 0.89, "rm_impact_forecast": -967602, "notes": "DWFA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-FAEA-2026-05-25-0", "agent": "FAEA", "date": "2026-05-25", "forecast_class": "workforce", "horizon_days": 1, "confidence": 0.71, "rm_impact_forecast": -1965728, "notes": "FAEA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-FAEA-2026-05-24-1", "agent": "FAEA", "date": "2026-05-24", "forecast_class": "supply", "horizon_days": 30, "confidence": 0.6, "rm_impact_forecast": 3987586, "notes": "FAEA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-FAEA-2026-05-23-2", "agent": "FAEA", "date": "2026-05-23", "forecast_class": "portfolio", "horizon_days": 30, "confidence": 0.69, "rm_impact_forecast": 1048038, "notes": "FAEA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-FAEA-2026-05-22-3", "agent": "FAEA", "date": "2026-05-22", "forecast_class": "workforce", "horizon_days": 30, "confidence": 0.83, "rm_impact_forecast": -126750, "notes": "FAEA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-FAEA-2026-05-21-4", "agent": "FAEA", "date": "2026-05-21", "forecast_class": "asset", "horizon_days": 1, "confidence": 0.91, "rm_impact_forecast": 5770251, "notes": "FAEA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-FAEA-2026-05-20-5", "agent": "FAEA", "date": "2026-05-20", "forecast_class": "supply", "horizon_days": 7, "confidence": 0.59, "rm_impact_forecast": -412357, "notes": "FAEA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-FAEA-2026-05-19-6", "agent": "FAEA", "date": "2026-05-19", "forecast_class": "demand", "horizon_days": 1, "confidence": 0.86, "rm_impact_forecast": 2121192, "notes": "FAEA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-FAEA-2026-05-18-7", "agent": "FAEA", "date": "2026-05-18", "forecast_class": "asset", "horizon_days": 1, "confidence": 0.91, "rm_impact_forecast": -530899, "notes": "FAEA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-FAEA-2026-05-17-8", "agent": "FAEA", "date": "2026-05-17", "forecast_class": "demand", "horizon_days": 7, "confidence": 0.71, "rm_impact_forecast": -870496, "notes": "FAEA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-FAEA-2026-05-16-9", "agent": "FAEA", "date": "2026-05-16", "forecast_class": "portfolio", "horizon_days": 1, "confidence": 0.94, "rm_impact_forecast": -20748, "notes": "FAEA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-FAEA-2026-05-15-10", "agent": "FAEA", "date": "2026-05-15", "forecast_class": "demand", "horizon_days": 30, "confidence": 0.84, "rm_impact_forecast": 288861, "notes": "FAEA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-FAEA-2026-05-14-11", "agent": "FAEA", "date": "2026-05-14", "forecast_class": "asset", "horizon_days": 7, "confidence": 0.82, "rm_impact_forecast": 898792, "notes": "FAEA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-HPPA-2026-05-25-0", "agent": "HPPA", "date": "2026-05-25", "forecast_class": "asset", "horizon_days": 1, "confidence": 0.83, "rm_impact_forecast": 2039830, "notes": "HPPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-HPPA-2026-05-24-1", "agent": "HPPA", "date": "2026-05-24", "forecast_class": "demand", "horizon_days": 1, "confidence": 0.83, "rm_impact_forecast": 5484224, "notes": "HPPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-HPPA-2026-05-23-2", "agent": "HPPA", "date": "2026-05-23", "forecast_class": "asset", "horizon_days": 30, "confidence": 0.71, "rm_impact_forecast": 6175612, "notes": "HPPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-HPPA-2026-05-22-3", "agent": "HPPA", "date": "2026-05-22", "forecast_class": "demand", "horizon_days": 7, "confidence": 0.95, "rm_impact_forecast": 1599624, "notes": "HPPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-HPPA-2026-05-21-4", "agent": "HPPA", "date": "2026-05-21", "forecast_class": "demand", "horizon_days": 30, "confidence": 0.81, "rm_impact_forecast": -1061102, "notes": "HPPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-HPPA-2026-05-20-5", "agent": "HPPA", "date": "2026-05-20", "forecast_class": "workforce", "horizon_days": 1, "confidence": 0.72, "rm_impact_forecast": 5366971, "notes": "HPPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-HPPA-2026-05-19-6", "agent": "HPPA", "date": "2026-05-19", "forecast_class": "asset", "horizon_days": 1, "confidence": 0.6, "rm_impact_forecast": 3107439, "notes": "HPPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-HPPA-2026-05-18-7", "agent": "HPPA", "date": "2026-05-18", "forecast_class": "workforce", "horizon_days": 30, "confidence": 0.88, "rm_impact_forecast": 2358299, "notes": "HPPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-HPPA-2026-05-17-8", "agent": "HPPA", "date": "2026-05-17", "forecast_class": "portfolio", "horizon_days": 1, "confidence": 0.57, "rm_impact_forecast": 4979971, "notes": "HPPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-HPPA-2026-05-16-9", "agent": "HPPA", "date": "2026-05-16", "forecast_class": "workforce", "horizon_days": 1, "confidence": 0.79, "rm_impact_forecast": -112341, "notes": "HPPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-HPPA-2026-05-15-10", "agent": "HPPA", "date": "2026-05-15", "forecast_class": "workforce", "horizon_days": 1, "confidence": 0.8, "rm_impact_forecast": 2095639, "notes": "HPPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}
{"writeback_id": "WB-logistics-HPPA-2026-05-14-11", "agent": "HPPA", "date": "2026-05-14", "forecast_class": "demand", "horizon_days": 1, "confidence": 0.71, "rm_impact_forecast": -2066480, "notes": "HPPA writeback for National 3PL: forecast vs actual delta logged for nightly CSOA retraining."}