Connecting ERP, CRM, data platforms, and AI services into one coherent system with contracts, reliability, and observability.
Enterprise AI usually fails at the integration layer: stale data, brittle syncs, and no contract between systems.
We build integrations as versioned contracts with schema validation, replay, dead-letter handling, and end-to-end tracing.
Schemas defined and validated at every boundary.
At-least-once delivery, idempotency, and replay by design.
Validation, de-duplication, and lineage before data reaches a model.
One request traced across every system it touches.
Systems, owners, and data flows are catalogued.
Schemas and SLAs agreed between producers and consumers.
Events streamed with validation and replay.
Drift detected and corrected automatically.
Freshness and failure alerting per integration.
Downstream intelligence works on current, validated records.
Alerting on freshness, not just errors.
Contracts make swapping a vendor a contained project.
