AI Workforce Mastery

Train your people to use AI. Prove it worked.

3,725 scenario-based questions across 7 role tracks. Adaptive measurement that tells you exactly who on your team can use AI effectively — and who is faking it.

The Problem

Your board asked “did AI training work?”
You don’t have an answer.

Companies are spending millions on generic “intro to AI” courses. Employees watch videos about transformers and prompt engineering. Completion rates are high. Nothing changes at work.

The board asks “what did we get for that training spend?” and L&D has no number — just completion certificates that prove attendance, not competency.

“We trained 2,000 employees on AI. Usage went up. We have no idea if output quality improved.”
— Every CLO in 2026
One Product. Two Phases.
Diagnose first. Then train.

Most AI training programs skip the measurement step entirely. We start with it — so you know exactly where your people stand before spending a dollar on training.

Phase 1 · Diagnose

Find out where your team stands

25-minute adaptive assessment per person. 3,725 scenario-based questions testing actual AI usage — prompt craft, hallucination detection, output verification, tool selection, data privacy. The engine adapts in real time. No two assessments are the same.

• Individual competency reports (7 cognitive dimensions)
• Team heatmap by department
• Role benchmark gaps
• Compliance framework mapping
• Skills gap analysis with priorities
Try the assessment yourself →
Phase 2 · Train

Close the gaps with role-specific training

Each employee gets a personalized training path based on their assessment results. Only train what’s missing — skip what’s proven. Spaced repetition ensures retention.

• Role-specific scenarios (not generic AI trivia)
• Pre/post measurement on every dimension
• Continuous drift monitoring
• Board-ready ROI report
• Certification when improvement verified
Start 10-seat pilot →

L&D leaders: take the assessment yourself first. Your results become the first data point in your team’s heatmap. You evaluate the product by experiencing it — not watching a demo.

What Gets Measured
Not AI knowledge. AI competency.

Every question is a workplace scenario with 4 plausible options. One is correct. The other three represent real AI adoption failure modes.

AI Workforce Mastery Bank · 3,725 items

For all employees. Tests whether they can use AI effectively in their actual job.

Individual Contributors
1,216 items
Prompt engineering, hallucination detection, output verification, tool selection, data privacy, AI ethics
Managers
2,307 items
AI governance, team oversight, delegation frameworks, change management, adoption rollout, champion programs
Adaptive Engine
Role-aware
Selects items based on the employee’s role, level, and current ability estimate. No two assessments are the same.
Also available · Corporate L&D Bank · 1,003 items

A separate bank for L&D professionals specifically. Tests whether your training designers can design effective AI training programs — needs analysis, Kirkpatrick evaluation, competency frameworks, ROI measurement. Try it →

7 Role Tracks

Universal
Any role
Prompt craft, output verification, risk management, hallucination detection
Sales + AI
AEs, SDRs, revenue leaders
AI prospecting, discovery prep, proposal generation, pipeline analytics
Finance + AI
Analysts, risk, compliance
Financial modeling, AML/KYC automation, regulatory monitoring
Healthcare + AI
Clinicians, quality officers
Clinical decision support, documentation, safety monitoring
Engineering + AI
Developers, SREs, architects
Code generation, architecture review, debugging, test generation
Legal + AI
Attorneys, paralegals
Legal research, contract review, drafting, ABA AI ethics
HR + AI
HR leaders, recruiters, L&D
Talent intelligence, bias-aware screening, L&D personalization
Your Afternoon
From signup to team insights in one session
1
You take it
25 min. See your own AI competency profile across 7 dimensions. Evaluate the question quality firsthand.
2
Invite 10
Email invite or shared link. Each employee takes the same adaptive assessment. ~25 min each.
3
See the map
Team heatmap by department × dimension. Role benchmark gaps. Individual profiles. Instant.
4
Train gaps
Assign role-specific training to close gaps. Skip what’s proven. Only train what’s missing.
5
Prove ROI
Post-assessment on same dimensions. Board-ready report: “This cohort improved X by Y.”
3,725
Assessment Items
7
Role Tracks
8
Skill Domains
7
Cognitive Dimensions
25 min
Assessment Time
10
Free Pilot Seats
Why This Is Different
Not another “Intro to AI” course
Diagnose before you train
Most programs skip measurement and jump straight to content. We start with a 25-minute adaptive assessment so you know exactly what training is needed — and what isn’t.
Scenarios, not quizzes
4,526 scenario-based questions. Every item is a realistic workplace situation with 4 plausible options. Can your sales rep actually use AI without leaking customer data?
Role-specific from day one
A sales rep and a compliance officer use AI completely differently. 7 role tracks ensure everyone faces scenarios from their actual domain.
Pre/post measurement
Same 7 dimensions, measured before and after training. The board doesn’t get a completion rate. They get “dimension X improved by Y with 95% confidence.”
Skip what’s proven
If the assessment shows an employee already has strong prompt engineering skills, they skip that module entirely. Only train the gaps. Save time and budget.
Continuous monitoring
AI competency decays. Monthly 15-minute check-ins detect drift before it becomes a performance problem. You don’t retrain the whole team — just the dimensions that slipped.
Two Ways to Start
Try it yourself. Then roll it out.

L&D leaders: take the assessment yourself first. Then invite up to 10 employees free. Upgrade when you're ready.

Try It Yourself
Free
Take the adaptive assessment as an L&D leader
  • 25-minute adaptive assessment
  • Your personal competency report
  • 7-dimension cognitive profile
  • See the question quality firsthand
  • No account required
Take the Assessment →
Enterprise
$8/employee/mo
Unlimited employees, full measurement suite
  • Everything in Free Pilot
  • Unlimited employees
  • All 7 role tracks
  • Cross-domain transfer credits
  • Causal ROI modeling
  • Pre-hire AI competency screening
  • Drift monitoring + alerts
  • Board-ready evidence reports
  • SSO (SAML/OIDC) + SCIM
  • LMS integration (SCORM/xAPI)
  • Dedicated success manager
Talk to Sales →

Find out in one afternoon.

Take the assessment yourself in 25 minutes. Then invite up to 10 employees free. Know exactly where your team stands on AI.

Try the assessment free → Start 10-seat pilot →