A managed finishing pipeline that attaches to your dev environment and moves AI-built software through a 13-layer production audit into deployment. Your team builds. We finish. It ships.
Your team builds. Products drop onto the belt at the on-ramp that fits. We audit, finish, verify, and ship to production.
Every on-ramp passes through the audit. Audit in scopes the work. Audit out verifies it's done. The report becomes the scope of work.
Products enter through the audit gateway, move through modular finishing on a dedicated branch, pass staging verification, and exit production-ready.
Your team pushes code to a dedicated finishing branch connected to the belt. Vibe-coded apps, citizen-built tools, or MVPs in progress.
The 13-layer Rapid Platform Audit scans every layer, scores Pass / Warning / Critical, and generates the modular work order. The report becomes the scope.
Senior engineers direct AI to fix, harden, and build across every flagged layer. Work delivered in $8K / 40-hour modules with three demos per module.
Finished code deploys to a hosted staging environment. Exit audit re-scans all 13 layers. Optional pen testing and SOC2 documentation. Customer reviews and signs off.
All 13 layers must reach Pass. Nothing ships until the exit audit green-lights the product. Scorecard shows entry vs. exit comparison.
Code merges to the production branch. Olakai governance application embedded for ongoing monitoring: KPIs, health, compliance.
Different products enter at different points. Every on-ramp passes through the audit gateway.
Idea to production. Architecture, build, finishing, and deployment. The complete journey through the belt.
Build a working prototype for investors or users. Test viability before committing to a full build.
Your team built it to 80%. The audit scans what's missing. We finish the last 20% that makes it production-grade.
The app mostly works. Needs security hardening, deployment pipeline, error tracking, and production polish.
The 13-layer Rapid Platform Audit is the mechanism that makes the belt work. It scans, scores, scopes, and verifies.
Scans the product against all 13 production layers. Every layer scored. The findings generate the modular engineering plan.
Re-scans the finished product after modular work completes. Every layer must reach Pass before the product ships.
The audit report becomes the scope of work. Criticals become P1 modules. Warnings become P2 modules. The punchlist is the work order.
Every product on the belt is evaluated and finished against these 13 production engineering layers.
Scored Pass · Warning · Critical. The same standard, every product, every time.
This 13-layer standard is backed by CADE, a 39-exam certification program for AI-directed engineers. Learn more at mattmurphy.ai ↗
Minimum engagement: $56K: $8K setup + $8K/month × 6 months. All additional services scoped in the SOW.
Start with a 13-layer audit to see where your product stands. Or book a consultation to scope your belt installation.