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AI Strategy2026-03-15 · 6 min
AI Readiness: The 8-Dimension Checklist Before You Start
Use the same 8 dimensions as our AI Readiness Index to see where your organization stands.
The 8 dimensions
AI Strategy, Data Readiness, Infrastructure, Security, Talent, Workflow Automation, Governance, and ROI Readiness. Weakness in any one of them stalls AI programs.
Data is the usual bottleneck
Most organizations fail AI because the data is scattered, inconsistent, or permission-messy — not because the models are bad.
Talent can be bought, governance cannot
You can hire or partner for AI skills, but governance — who approves what, how vendors are vetted, how outcomes are measured — has to be yours.
Score yourself honestly
Rate each dimension 1–4, average to a 0–100 score, and target the two weakest dimensions first. That is the highest-leverage AI plan.
Frequently Asked Questions
How long does it take to become AI-ready?
Most organizations need 2–4 months of focused groundwork on data and governance before a production AI pilot is realistic.
Ready to act on this?
Book a 30-minute call — a senior engineer will map the highest-value path for your business.
Take the AI Readiness Index →AI Development
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