Pattern Detective Agent

WHAT IT DOES

The analyst that asks its own questions. Runs unsupervised analysis across your connected data sources: clustering customers by behavior (not demographics), discovering correlations between seemingly unrelated metrics, detecting seasonality you didn't model, and flagging statistical anomalies. Produces weekly "discovery briefs" — ranked findings with confidence scores, business impact estimates, and suggested actions. The agent that surfaces unknown unknowns.

WORKFLOW

1. Scan all connected data sources
2. Run clustering (behavioral segmentation)
3. Correlation discovery (cross-metric, cross-source)
4. Anomaly detection (statistical + contextual)
5. Seasonality analysis
6. Rank findings by impact x confidence
7. Generate discovery brief

SKILLS

INTEGRATIONS