A repeatable, audited five-phase protocol. No experimental rollouts in production, no surprise invoices, no vibes-based engineering.
Process mapping across departments. We instrument every manual workflow that touches a tool, a person, or a database row.
Architecture document with explicit agent boundaries, fallback logic, and human-in-loop checkpoints. Signed off before code is written.
Sandbox build against a frozen snapshot of your data. Validated against historical decisions before touching production.
Production deployment behind a kill-switch with gradual traffic ramp. Side-by-side with existing process for two weeks minimum.
Monthly tuning, drift detection, and expansion into adjacent workflows. Quarterly architecture review with leadership.