01
Workflow discovery
Select one decision, success criteria, system boundaries, and accountable reviewers.
Design partner program
One bounded decision.Evidence before expansion.
A focused POC for electronics teams that need faster decisions without weakening engineering accountability.
Design partner program stages
02
Historical replay
Connect representative requirements, BOM, evidence, enterprise context, and a known outcome.
03
Technical POC
Test versioned skills and one governed tool integration in an isolated workflow.
04
Measured evaluation
Compare evidence completeness, reproducibility, requirement coverage, review preparation time, false-safe rate, and skill reuse.
05
Paid pilot
If the POC earns it, define a narrow production pilot with explicit security and acceptance gates.
Good starting points
Good starting point
Consequential
The decision crosses requirements, part data, analysis, cost, sourcing, or approval.
Good starting point
Bounded
A single subsystem or change path can be replayed without exposing a complete product.
Good starting point
Measurable
The team can compare baseline and POV on cycle time, rework, coverage, or review effort.