Complete data lineage. Immutable consent.
Every dataset ships with cryptographic provenance, consent receipts, and audit documentation mapped to EU AI Act and GDPR requirements.
- Tamper-evident consent receipts linked to each asset and version
- Chain-of-custody from source to delivery with timestamps and hashes
- Audit-ready exports (JSON/CSV + human-readable summaries)
You can't prove what you can't trace
Auditors ask: "Where did this record come from, who consented, and what changed?"
Most teams answer with partial logs, screenshots, and conflicting spreadsheets. The result: delayed launches, failed procurement reviews, and legal exposure from disputed consent or unclear data rights.
Engineering gets pulled in to reconstruct lineage across pipelines, vendors, and notebooks, weeks later, when evidence is already incomplete.
Grey-Market Data Risks
Training data with disputed consent creates legal exposure that surfaces during due diligence or regulatory review.
Audit Firefighting
Manual screenshot gathering and spreadsheet reconciliation takes weeks, pulling engineers from product work.
Procurement Blockers
Enterprise deals stall when buyers can't verify data provenance or consent status for AI training inputs.
End-to-end provenance system
Capture
Bind identity, consent, and source metadata to each record.
Verify
Timestamp and hash events into tamper-evident chain.
Document
Record each change as linked event with inputs/outputs.
Export
Audit pack per dataset: timeline, receipts, history.
What you receive per dataset
Deep inspection. Flexible verification.
Query any record. Export to any format. Integrate with your existing compliance stack.
Record-Level Lineage Queries
Trace any asset, version, and derivative through the complete processing chain.
Time-Travel Debugging
Debug AI outputs with RAG retrievals and source attribution at any point in time.
Cryptographic Verification
Hash chaining and tamper-evidence checks ensure immutable audit trails.
Granular RBAC
Access logs and reviewer workflows designed for compliance teams.
Flexible Exports
JSON/CSV, human-readable audit summaries, and complete evidence bundles.
SIEM Integrations
Splunk, Datadog, and custom pipelines for your GRC processes.
Signals, not noise
Generic Logging
STATUS: INSUFFICIENT- Raw event dumps without context
- Engineering translation required for auditors
- No compliance control mapping
- Too noisy for procurement review
YPAI Provenance
- Coherent case file with verifiable narrative
- Auditor-readable without engineering help
- Events mapped to GDPR & EU AI Act controls
- Consent → collection → processing → delivery in one view
"Documentation designed for compliance teams, while remaining precise enough for security and data engineering review."
Built for high-stakes moments
Procurement Reviews
Provide a single evidence bundle instead of ad hoc screenshots and spreadsheets.
Regulator Questions
Show chain-of-custody plus consent receipts tied to versions and timestamps.
Incident Response
Verify whether a record or version was used downstream during an incident.
Built for regulated environments
Encryption
In transit and at rest. Full audit logging of admin actions.
Strict RBAC
Granular access controls with reviewer workflows for compliance.
GDPR-Aligned
DPAs available. Right-to-be-forgotten workflows with deletion evidence.
Data Residency
EU, US, or custom deployment options depending on needs.
EU AI Act Article 10 Ready
Documentation supports data governance requirements by preserving dataset origins, consent status, and processing history. Designed for high-risk AI system compliance.
Get audit-ready provenance, fast
Leave with your evidence pack outline. See exactly what documentation you'll receive.
Schedule the 30-min Provenance DemoWhat to bring to the call
Data sources & vendors
Processing stages (ETL/RAG/training)
Compliance scope (GDPR/EU AI Act)
We map required evidence → deliver a demo pack and integration plan