Every AI answer, with evidence you can verify.
TrustLens AI is an embeddable Trust Widget and automatic Data Lineage Agent. It shows source systems, owners, freshness, citations, and a full lineage graph beside every answer your copilots produce — so people can finally trust the machine.
↑ Click “Why should I trust this?” — it’s fully interactive.
Connects to the systems your data already lives in
The trust layer for AI you can ship
From guided source setup to an embeddable card — TrustLens turns invisible AI pipelines into visible, accountable evidence.
Connect read-only sources
Guided setup for SQL Server, Oracle, Snowflake, SAP, SharePoint, vector DBs, and RAG pipelines — no code, read-only by default.
Autonomous Discovery Agent
Scans schemas, ETL, transformations, embeddings, and retrieval logs to build an end-to-end lineage graph automatically.
Embeddable Trust Card
A Grammarly-style “✓ Verified” card beside every AI answer — trust score, owners, sources, and evidence in one click.
Conversational Trust Agent
“Where did this number come from?” “Who owns it?” Answered in plain language, grounded in real lineage.
Enterprise & sovereign-ready
Multi-tenant, RBAC, encrypted credentials, full audit logs, and region-pinned deployment for sovereign clouds.
Connector marketplace + REST API
Drop-in connectors and a clean REST API so any chatbot, copilot, or dashboard can render trust in minutes.
Source → Transform → Dataset → Vector → Chunk → Answer
The Discovery Agent reconstructs the entire path — every hop is clickable, owned, timestamped, and traceable back to the original system of record.