Neuro Fabric

Neuro-Fabric is a zero-trust, local-first Data Steward. Instead of blindly trusting staticschemas, our "Sherlock" agent actively probes data using in-memory DuckDB to calculate real-time mathematical health metrics (completeness, statistical skew, anomaly detection). It automatically detects PII, maps geo spatial distributions in datasets like Olist, and flags temporal data drift. Crucially, it builds an "Entanglement Graph" federating multiple databases (e.g., joining Chinook in Postgres with Olist CSVs) and maps them to application code for reverse lineage. Powered by a local LLM via Ollama for absolute privacy, it translates statistical reality into markdown-ready business context, exposed via an interactive 3D graph and conversational UI.