Scale readiness
Architecture, operating practices, and product focus are creating drag before the next hiring or growth phase.
Startup engagements / Selective
Focused help for technical founders when product direction, architecture, AI integration, delivery mechanics, or organizational scale have become material company risks.
Bounded engagements · Decision-grade output · Hands-on depthBest fit
Architecture, operating practices, and product focus are creating drag before the next hiring or growth phase.
A flagship or underperforming product needs a credible technical and delivery path—not another abstract assessment.
The team needs useful AI capabilities with explicit boundaries, evaluation, security, approval, and operational control.
Critical work lacks dependency clarity, delivery control, decision rights, or a trustworthy critical path.
The engagement
Work is time-bound and outcome-oriented. It can include evidence gathering, product and architecture analysis, failure-mode and threat analysis, critical-path planning, implementation prototypes, and a sequenced decision blueprint.
Scale Readiness Diagnostic
For Series A SaaS teams with real growth pressure, typically 10–50 engineers, and authority to act on the findings.
Not staff augmentation, an indefinite fractional retainer, or a workshop without concrete output. Engagements typically start at $25k.
Take the readiness snapshot →