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.
Historical replay
Connect representative requirements, BOM, evidence, enterprise context, and a known outcome.
Technical POC
Test versioned skills and one governed tool integration in an isolated workflow.
Measured evaluation
Compare evidence completeness, reproducibility, requirement coverage, review preparation time, false-safe rate, and skill reuse.
Paid pilot
If the POC earns it, define a narrow production pilot with explicit security and acceptance gates.
Consequential
The decision crosses requirements, part data, analysis, cost, sourcing, or approval.
Bounded
A single subsystem or change path can be replayed without exposing a complete product.
Measurable
The team can compare baseline and POV on cycle time, rework, coverage, or review effort.