01
Frame
Name the buyer decision, system boundary, representative data, integration surface, and riskiest assumption.
- Decision and workflow map
- Data and access assessment
- Architecture options
- Pilot scope and estimate
Delivery / Paid evidence gates
We own the end-to-end result while separating unknowns from promises. Each phase produces usable outputs and an explicit decision to continue, change direction, or stop.
Discovery → Pilot → Production → HandoverName the buyer decision, system boundary, representative data, integration surface, and riskiest assumption.
Test the risk against representative inputs with baselines, measurable acceptance, and visible failure cases.
Engineer the complete workflow: application, model, data, cloud, security, observability, and recovery.
Stabilize the launch, train the owner, and choose handover, advisory, or agreed business-hours support.
Working rules