Data contracts
Catch upstream changes before they break your release.
Monitor schema and distribution drift on the data your AI features depend on. An open breach automatically blocks promotion.
claims-intake-v2
Schema contract · 1 open drift event
- Schema stability
- 97%
- Distribution drift
- 0.4%
- Last checked
- 5 minutes ago
1 open breach blocks release
customer_id: type changed (string → integer)
Recent checks
- Schema check: 1 breaking change on customer_id5 min ago
- Distribution check: drift 0.4%, within the contract limit5 min ago
- Distribution check: drift 0.3%, within the contract limitYesterday
- Schema check: no changesYesterday
Data governance the release can see.
Schema and semantic contracts
Agree what each input should look like, and record when it stops matching.
Drift with severity
Drift events are logged with severity. Only breach-level events block a release.
Breach blocks release
An open breach on an upstream contract stops promotion until it is closed.
Lineage
See which sources feed which systems, so you know who to call.
Remediation history
Closing a breach is recorded, with who closed it and when.
Data governance evidence
Records that support the EU AI Act's data and data governance expectations.
Before AI ships, prove it is ready.
Free plan, no card. Gate your first AI system in CI today, or explore the live demo workspace.