System architecture

A small, deterministic Operational AI stack

Next.js and TypeScript provide the operator experience. Python and FastAPI own simulation, robust statistical scoring, Isolation Forest telemetry detection, NetworkX evidence correlation, TF-IDF similarity, and evaluation.

1. 01Synthetic operational sources
2. 02FastAPI intelligence layer
3. 03Behavioral baselines
4. 04Anomaly detection
5. 05Incident correlation
6. 06NetworkX evidence graph
7. 07Root-cause ranking
8. 08Next.js operator experience

Deployment target

The frontend targets Vercel, the FastAPI service targets Render, and production persistence targets Supabase Postgres. The current demo runs with an in-memory repository for simple local execution; no deployment is claimed yet.