Define the contract
Choose inputs, outputs, limits, and the acceptance policy.
Product capabilities
Choose the model that fits your workflow
Start with one capability and expand through the same governed platform.
How it works
A controlled path from input to result
Business and technical teams share one observable delivery contract.
01
Versioned inputs and configuration
02
Validation before downstream delivery
03
Idempotent jobs and explicit states
04
API, batch, and signed webhook delivery
05
Product-specific usage metering
06
Auditable access and billing state
Implementation flow
Three steps to production
Prove the workflow
Run representative Sandbox cases and inspect failures as well as successes.
Operate with evidence
Promote the versioned setup and monitor usage, delivery, and billing state.
Data destinations
Deliver each licensed data product where buyers use it
Use one commercial data contract for managed database, file, and lakehouse delivery.
01
PostgreSQL · Managed pilot
Transactional database materialization for normalized records. Part of the required operation profile is available in a managed pilot.
02
Parquet · Managed pilot
Versioned columnar release files for analytics and downstream processing. Part of the required operation profile is available in a managed pilot.
03
Apache Iceberg · Managed pilot
Versioned lakehouse tables and snapshot queries. Part of the required operation profile is available in a managed pilot.
Scope the first production-shaped pilot.
Use real inputs and success criteria from your workflow.