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Only 1% of companies have reached AI maturity.

McKinsey, 2025

Everyone is racing to adopt AI. Almost no one can see how it's actually going inside their own walls. The Calibration Index is the fastest, most engaging way to benchmark your organization's AI competency, adoption, and policy.

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Organizational readout

illustrative

AI Competency68

AI Adoption57

AI Policy34

Policy is the most common blind spot: strong adoption, weak guardrails.

One index. Three benchmarks. Read from how people actually work, not a self-rating.

Every play resolves into a calibrated profile across competency, adoption, and policy. Scored together, so one strong habit can't hide a real gap.

AI Competency

How skilled your people are: what they understand, what they can build, the range of tools they work across.

LiteracyTool breadthBuilding

AI Adoption

How much AI is actually used: woven into real work and spread across the team, not isolated experiments.

Daily habitIn real workTeam spread

AI Policy

Whether use stays inside the lines: governance awareness, data handling, and oversight where AI touches sensitive work.

GovernanceData handlingOversight

The serious part is measured by a genuinely fun arcade game.

We get honest answers by making the assessment something people actually want to play. Play Calibration is a 90-second run of arcade classics, the same games you grew up with, that quietly reads how your team works with AI.

It looks different from this page on purpose: the arcade is the fun front end, and your Calibration Index is the serious research output it produces.

Play a round

play-calibration · the arcade

PLAY CALIBRATIONAI IQ

ROUND 05/10

WHICH AI TOOLS
DO YOU ACTUALLY USE?

ChatGPT

Claude

Gemini

Copilot

Perplexity

Cursor

SCORE 124000:09

How it works

Play

A short series of arcade games that answer your most pressing questions, which AI tools your people actually use, how often, what they're building, and what data they put into AI, served in the most engaging way anyone has tried.

“Which AI tools do you actually use?”“How often do you use AI?”“Your company's AI policy?”

Our engine gives you your Index

Behind the scenes, our scoring engine resolves every play into a calibrated profile across competency, adoption, and policy, then rolls it into your organization's Calibration Index, benchmarked against the broader field.

Close the gaps

You get a clear, anonymized map of where you stand and exactly where the gaps are, with targeted exercises, workshops, and upskilling paths from Stevens and BetterFutureLabs to close them.

Everyone is using AI.
Almost no one knows how well.

88%

of organizations now use AI, yet only about 6% capture meaningful value from it.

McKinsey, State of AI 2025

1 in 3

mid-market firms use AI widely. The top barrier is in-house expertise, not budget.

Intuit Mailchimp, 2025

77%

of employees paste company data into AI tools, while only 37% of organizations have any AI policy.

LayerX and IBM, 2025

Request access for my organization.

Run the Calibration Index across your team and get a benchmarked, anonymized read on where your people stand, and a clear path to close the gaps.

Organization-level benchmarking against the field
Gap analysis by department and dimension
Anonymized by design: honest answers in, useful intelligence out

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