Service

Caindrift

FULL PLAN ONLY

Detect meaningful changes in agents, models, tools, policies, and compliance state before drift becomes an incident. Creates baselines, observes current state, compares against baseline, detects drift, classifies severity, and preserves evidence. Statistical methods include PSI, Jensen-Shannon, KS test, chi-square, and mean/variance shift. Integrates with CAIN Evidence, Observability, and Compliance. Does NOT invent baselines -- caller supplies observed state and configuration.

No per-call charge -- unlimited under your subscription

Worked example

Create Baseline

curl -X POST https://cainstudio.online/fabric/drift/baselines \
  -H "X-API-Key: $CAIN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"tenant": "...", "subject_id": "...", "subject_type": "...", "version": "...", "metrics": "...", "configuration": "..."}'

Try it live in your dashboard → See pricing →