Data contracts, prediction audit events, and GFM v2.6

Data contract enforcement in production, prediction audit events, and Graph Foundation Model v2.6.

Data Contract Enforcement

Data contracts are now enforced in production, structured in two layers: ingestion and transformation.

The ingestion layer validates every file against the agreed schema. Any deviation triggers an automatic notification. When discrepancies occur, they are classified either as a new contract version or as a data error — ensuring clear ownership and faster resolution between your team and ours.

Prediction Audit Events

Audit visibility is now available in the dashboard for prediction consumption:

• Prediction consumption via API
• Prediction consumption via Dashboard
• Batch prediction start (API and Dashboard)
• Batch prediction completion (API and Dashboard)

These events allow you to monitor usage and execution lifecycle directly from the UI. Navigate to Observability → Audit to review activity. Additional audit events will be progressively added in future releases.

Graph Foundation Model v2.6

The Graph Foundation Model has been updated to version 2.6.

The underlying graph now incorporates additional data sources and new types of relationships, resulting in a more connected graph. No new data fields were introduced, but the model now more effectively leverages information that was already available — improving overall consistency and unlocking new relational signals across entities.