Engagement decision workbench
Put embedded engineers where the evidence is.
Score the opportunity, expose the missing proof, and leave with a brief a delivery lead can act on.
Recommended shape
76% confidence
Embedded delivery
High workflow specificity and urgency outweigh the current integration risk.
Live inputs
Fit scorecard
Confidence gate
Evidence
Three viable shapes
Compare before you staff.
Fit and confidence are separate. A strong fit with weak evidence remains a discovery decision.
Durable output
Engagement brief
Carry the decision, its assumptions, and the next validation step into the staffing review.