Free tool

AI audit, scored in five minutes.

A free AI audit that scores your AI readiness the way adoption actually works: 30% technology and process, 70% people. Answer 22 questions, get your score on the spot.

winship labs

AI readiness diagnostic

Stop paying smart people to do dumb work.

In just 5 minutes we'll analyze your organization's AI readiness across a range of factors.

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What this AI audit measures

22 questions, three dimensions. Together they decide whether AI adoption sticks:

  • Technical readiness. Your data, your tooling, and how your process is built around them. Worth 30% of the score, because the technology and process are the easy part.
  • Organizational readiness. How decisions get made, and whether anyone actually owns AI outcomes. The first half of the 70%.
  • Cultural readiness. Will your team use what you roll out? Trust, incentives, change appetite. Most AI audits skip this part. It's also the most common reason pilots die.

Your score shows up on screen the moment you finish, with the gaps ranked by impact and a clear read on what to fix first.

Why we weight it 30/70

Most AI audits are tech inventories. Count the tools, score the data stack, hand you a maturity grade. Then the pilot fails anyway, because the failure point was never the technology. We've watched the same pattern hold across every engagement: AI succeeds or fails on people. That's roughly 70% of the work. The technology and the process design are the other 30%. So that's how we weight the score.

What to do with your score

Scored low? You just saved yourself a failed pilot. Fix the foundations the report names before you buy anything. A mid-range score means you have specific gaps, and the report ranks them, so start at the top. High score? You're ready. Your constraint now is picking the right first workflow, not preparing.

Whatever you scored, the next step is the same. The AI Assessment (our Shadow Day) is the human version of this audit: we spend a day inside your real workflows and turn your score into a ranked, specific opportunity map. The audit tells you where you stand. The assessment tells you what to do about it. You can also size what the manual work is costing you.

FAQ

What is an AI audit?

An AI audit is a structured read on where your company actually stands with AI, across technology, process, and people. This one is free and self-serve: 22 questions, about five minutes, scored on the spot.

Is this AI audit really free?

Yes. Your score and full report show up on screen the moment you finish. There's no sales call between you and your results.

What does the score mean?

It's 0 to 100, weighted 30% technology and process, 70% people. That's the ratio at which AI adoption actually succeeds or fails, so it's the ratio we grade on.

Is this an AI readiness assessment or a maturity assessment?

Both, honestly. As an AI readiness assessment it checks the concrete prerequisites; as a maturity grade it scores where you stand; then it ranks what to fix first, which neither usually does.

What should we do if our score is low?

Don't buy tools yet. Fix the gaps the report names, in the order it names them. If you want help sequencing the work, the AI Assessment (our Shadow Day) turns the report into a specific plan.