7-Pillar AI Infrastructure Readiness Framework

A practical guide covering the seven areas that determine whether a B2B SaaS AI feature makes it to reliable production — or stalls in the gap between demo and deployment.

What is inside

P1Strategy & Use Case Fit

P2Data & Knowledge Readiness

P3Model & Evaluation Readiness

P4Infrastructure, Compute & Performance

P5Integration, MLOps & Lifecycle

P6Security, Governance & Compliance

P7People, Adoption & Operating Model

Each pillar includes: low and high-end signals, three diagnostic questions, and the most common production trap to avoid.

Also includes: five maturity bands, the eight readiness archetypes, and scoring guidance.

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