AI Readiness Scorecard
Rate a client on five readiness dimensions to see which stage of AI maturity they are actually in, and the single biggest blocker holding them back from the next one.
Rate a client from 1 (low) to 5 (high) on each of the five dimensions below. There is no wrong answer, score what you actually see in discovery, not what the client hopes is true.
Client data is clean, centralized, and accessible without a manual scramble.
Core workflows are documented and repeatable, not tribal knowledge in one person's head.
Staff already trust and use tools day to day, and are not afraid AI replaces them.
Leadership has funded, sponsored, and publicly backed the initiative.
The firm can name the specific problem AI should solve, not just "we should use AI".
How this works
This scorecard mirrors the staged maturity model used across the industry (the kind of five-stage view a Gartner-like or Deloitte-like maturity assessment builds), applied to five dimensions of AI readiness: data, process, people, leadership, and use-case clarity. Instead of a single yes-or-no readiness check, it places a client on a stage and names the one thing most likely to hold them back from the next stage.
The math is deliberately simple and fully visible. Average the five 1-5 scores, and the average lands the client in one of five evenly spaced stages, from Nascent up through Transformational. Separately, whichever single dimension scored lowest becomes the blocker, because a firm rarely fails on all five dimensions at once. Usually one thing is genuinely holding everything else back, and naming it beats a vague overall score every time.
The point of sequencing it this way is that readiness is not one number. A firm can look strong on paper and still be stuck because leadership has not funded the work, or because the data underneath every planned use-case is not actually clean. Fixing the blocker first is usually the fastest way to move the whole client up a stage, rather than spreading effort evenly across all five dimensions.
Related free tools for consultants
- Prioritize the client's AI use-cases once you know where they stand on readiness.
- Build the ROI case for the fix that unblocks their lowest-scoring dimension.
- See every free tool in the Diagnostic Discipline toolkit.
This tool is one page of the method
The Diagnostic Discipline is the full framework behind this tool. Join the community to put it into practice with other AI transformation partners, or read the paper it comes from.