Audit-grade provenance for regulated AI deployments
EU AI Act, India DPDP, FINRA, HIPAA — every regulator now wants to know where your AI got its information, when that information was last verified, and whether anything has changed since. AI Vyuh ProvenanceOps generates hash-signed evidence packs that answer those questions on demand, for every model output your enterprise ships.
Audit-grade evidence packs
Every model output your enterprise ships gets a hash-signed evidence pack — a portable, regulator-ready record of which sources were used, when they were last verified, and whether they contradicted each other. Built for the compliance reviews you can't dodge.
Hash-signed provenance records
Every record is cryptographically signed with a KMS-backed key. Auditors can verify integrity offline. No more "trust us, the AI saw the right document" — your evidence carries the same weight as a signed financial statement.
AI Act / DPDP / FINRA / HIPAA mapping
Each evidence pack carries pre-mapped citations to the regulatory clauses it satisfies — Article 13/15 transparency obligations under the EU AI Act, Section 8 fairness requirements under DPDP, FINRA Rule 3110 supervisory documentation, HIPAA §164.312 access logs. Compliance reviews ship in days, not quarters.
Cross-source contradictions surfaced
When two sources disagree, your AI shouldn't pick one silently. ProvenanceOps flags every contradiction with both versions, the time each was last verified, and a confidence score — so a human can resolve before the model output reaches a customer or regulator.
Time-stamped audit trail
Complete history of every source ingest, every drift detection, every contradiction flag, every human override. Exportable in CSV, JSON, or PDF for SOC 2, ISO 27001, internal audit, and regulator submissions.
Continuous source attribution
Source attribution isn't a one-time mapping — your knowledge bases drift, your sources go stale, and your AI keeps citing them anyway. ProvenanceOps watches every source you connect and tells you the moment something stops being trustworthy.
Source coverage
Connectors for Confluence, Notion, Glean, SharePoint, Google Drive, custom RAG pipelines, and the open web. Every retrieval is logged with the source, the version, and the verification timestamp.
Drift detection
When a source document changes — a policy is updated, a price is revised, a regulation is amended — every dependent AI feature is flagged. No more shipping last quarter's answer to this quarter's customer.
Decay forecasting
Most knowledge has a half-life. ProvenanceOps learns each source's decay curve and forecasts when stale answers will start materially affecting your output — so you can refresh proactively, not reactively.
Knowledge integrity controls
Detection isn't enough. Regulated enterprises need controls that fire automatically — block stale answers, route contradictions to humans, reconstruct incidents after the fact.
Stale-knowledge alerts
Configurable thresholds — block, warn, or annotate any AI response that depends on a source older than your policy allows. Different rules for different products, different regulations, different customer tiers.
Cross-source reconciliation
Metadata-only signals (no content leaves your perimeter) flag when two trusted sources contradict each other. Routed to the source-of-truth owner with both versions and the conflict timeline.
Incident reconstruction
When a regulator, customer, or internal review asks "why did the AI say that?" — reconstruct the exact source set, version, and verification state at the moment of the response. Down to the embedding ID.
Multi-source consolidation
Aggregate provenance across every retrieval surface in a single dashboard. No more reconciling logs from 5 different RAG pipelines at audit time. One pane, one schema, one source of truth.
Pass your next AI compliance review without scrambling
Start with a free Provenance Audit on a single source. Tier 3 Regulated plans include hash-signed evidence packs, AI Act / DPDP / FINRA / HIPAA mapping, and a dedicated compliance partner.
Talk to a Compliance PartnerPart of the AI Vyuh portfolio. Also see: AI FinOps · AI Agent Security · AI Code QA