Before you roll out AI, find out who can actually use it.

AITutoro is a workforce diagnostic: a 5-minute test per employee - a short role intake plus one real, scored prompt task. You get a heatmap of every department, a readiness assessment per team, and a scorecard per person.

Interactive Enterprise Heatmap Preview

Department AI Literacy Mosaic

Visualize employee performance, composite scores, and team averages across your entire organization.

Workforce AI Heatmap

400 Employees Audit SampleOrg Average: 62/100

1. Executive & Strategy

30 people 路 Avg 71
C-Suite & Board78/100
Strategy & PMO68/100

2. Commercial & Revenue

110 people 路 Avg 52
Enterprise Sales56/100
SDR & Inbound38/100
Customer Success62/100

3. Engineering & Product

120 people 路 Avg 81
AI / ML & Data Science88/100
Core Engineering82/100
Product & Design75/100

4. Marketing & Growth

60 people 路 Avg 67
Performance & Growth71/100
Content & Brand63/100

5. Operations, HR & Legal

80 people 路 Avg 41
People Ops & HR47/100
Legal & Procurement37/100
04070100 Pending

Live view of team readiness

See which teams are ready for AI and which are a risk. The heatmap shows measured skill per department, not course completions.

Confidence vs verified skill

People rate themselves higher than their work shows. The diagnostic flags every gap between what someone claims and what their prompt task proved.

Decisions, not dashboards

The gap lists tell you which training to buy for which team, who can teach the rest, and where data-safety risk sits today.

Measure first. Then spend.

The diagnostic produces three documents: a heatmap of every department, a readiness assessment per team, and a one-page scorecard per person.

With those in hand, the rollout plan writes itself: which teams start first, which training to buy for whom, and which quiet power users can teach the rest.

"We publish only real numbers. Diagnostic pilots are running now - ask in your demo for anonymized sample heatmaps and scorecards."
AITutoro Team

Generic AI training fails because it is bought blind

Most organizations buy one course for everyone - including the people who need nothing and the people who need much more. The result: completion certificates, no capability change.

AITutoro reverses the order. Measure first: five minutes per employee, one scored prompt task, a verified baseline. Then spend the training budget exactly where the gaps are.

Frequently asked questions

Ready to see where your teams stand?

A demo shows the diagnostic on your own use case - heatmap, team readiness, scorecards.