GIDEON #56
Statistical anomaly detection with per-vendor baselines. Z-score scoring, price creep alerts, and category spend analysis. Finds what manual review misses.
<10% false positive rate
>85% detection rate
Baselines refresh every sync
Compute per-vendor spending baselines from historical data
Score each transaction with Z-score anomaly detection
Detect price creep and category spend drift
Update risk scores and surface alerts in real time
Powered by the Agentgorithm™ — the compliance-first execution pipeline that governs every agent action.
SAMUEL compliance screening is built into every agent. OFAC, AML, and sanctions checks run on every action.
Every agent follows the trust ladder: Watch → Draft → Act → Authority. You control escalation.
SARAH #55
3-pass invoice matching pipeline. Cross-references every bill against every payment. Catches duplicates, overcharges, and missing payments automatically.
ABRAM #57
90-day cash flow forecasting with recurring expense detection and runway calculation. Alerts 14+ days before projected shortfall. Drives the daily check habit.
DEBORAH-C #51
Proprietary 300-850 Financial Health Score. 7 weighted factors: cash position, payment discipline, receivables health, expense stability, vendor diversity, revenue consistency, fleet engagement.