The AI Production Readiness Scorecard
Why 73% of AI projects die in pilot purgatory — and the exact checklist Fortune 500 companies use to ship in weeks, not years
In 15 minutes, know exactly what's blocking your AI from production and get a prioritized action plan to ship within 30 days
47 Checkpoints
What's Inside
Not theory — this is the actual internal checklist used on 12 production AI deployments. Each item links to a 2-minute video showing the fix.
Infrastructure Readiness(8 items)
GPU provisioning, latency budgets, failover systems
Model Operations(7 items)
Versioning, rollback procedures, A/B testing infrastructure
Security & Compliance(6 items)
Data handling, prompt injection prevention, audit trails
Scalability Architecture(7 items)
Rate limiting, queue management, cost controls
Monitoring & Observability(8 items)
Drift detection, hallucination tracking, performance metrics
Team Capability Matrix(6 items)
Skills gaps, documentation, on-call readiness
Business Alignment(5 items)
Success metrics, stakeholder buy-in, rollout strategy
Bonus Included
The 72-Hour Production Sprint Template
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