Agentic Context Layer

⚡ Live demo

Running the governance pipeline

6 AI agents are analysing a sample e-commerce schema right now — profiling columns, inferring lineage, detecting PII, generating definitions, and scoring trust.

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InputParser

Parsing DDL · no LLM · 6 tables, ~32 columns

waiting

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Profiler

gpt-4o-mini · types, nulls, patterns, anomalies

waiting

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Lineage

gpt-4o-mini · FKs · inferred deps · orphans

waiting

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PII Detector

Deterministic · 9 categories · DDL masking before LLM

waiting

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Semantic

gpt-4o · business definitions + domain + semantic typing

waiting

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Trust Scorer

gpt-4o + deterministic rules · calibrated 0–1 per definition

waiting

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Aggregator

Assembling governed context layer · flushing audit trail

waiting

Cold start: the first request spins up the LLM calls fresh — this usually takes 25–35 s. Results are cached so every subsequent visit is instant.

Elapsed: 0s

Pipeline failed

Something went wrong while running the agents. Check that OPENAI_API_KEY is set on the server.