A production readiness audit for AI systems that need to ship — or prove they can — in real environments.

Built for founders and technical leaders who have a prototype, pilot, or early production system and need an honest read on what will break under load, compliance, data, and ops.

What you get:
• Architecture and delivery review against production criteria (not demo optics)
• Risk and gap map: what blocks ship-readiness and what can wait
• Written findings and prioritized next steps you can take to your team or board

Engagements are scoped after a short intake. Listed prices are the Core ($4,500) and Full ($7,500) bands.

No demos. No hype. Production-grade judgment.