AI Fluency Baseline for Teams
Understand your team’s current AI Fluency: the ability to govern the consequences of collaboration with AI. Use AFA Coach to improve continuously and AFA Assessment to measure progress periodically.
Understand your team’s current AI Fluency: the ability to govern the consequences of collaboration with AI. Use AFA Coach to improve continuously and AFA Assessment to measure progress periodically.
Guided practice, reflection, and feedback loops that help people improve how they collaborate with AI over time.
Structured evaluation of AI Fluency at meaningful moments, with feedback that supports individual and team development.
Proof-ready recognition for demonstrated AI Fluency when evidence reaches the required standard.
Usage, output volume, and training completion can all rise while the ability to govern AI collaboration remains invisible. AFA makes AI Fluency visible without exposing the proprietary diagnostic model.
AI activity can increase without showing whether people are governing the collaboration well.
A polished artifact does not prove that the person governed the process that produced it.
A course certificate shows exposure. AFA looks for evidence from structured collaboration.
The baseline is a practical current-state view. It helps leaders understand where AI Fluency is strong, emerging, brittle, or dependency-prone — and what to improve next.
AFA reports are designed for improvement and decision support. The underlying diagnostic dimensions, algorithms, weights, and thresholds remain non-public to preserve assessment integrity and reduce gaming.
Publicly, the model is simple: AFA measures both the process and the outcome of collaboration with AI as evidence of AI Fluency.
01
Align to your team context, role realities, and the decisions the work should support.
02
Use AFA Coach to build better AI Fluency habits through practice and reflection.
03
Use AFA Assessment to measure fluency through structured collaboration tasks.
04
Receive team-level insights, strengths, risks, and prioritized next steps.
05
Repeat after interventions to see whether fluency is improving.
2–3 weeks
Establish the current state of AI Fluency and identify what to improve first.
4–8 weeks
Combine continuous improvement through AFA Coach with periodic AFA Assessment.
Quarterly
Use recurring AI Fluency measurement to support AI-enabled work at scale.
Tell us what you are trying to understand: AI adoption, team capability, L&D impact, hiring signals, or readiness for more AI-enabled work.
No. AFA Coach can support improvement, but AFA Assessment provides structured measurement of AI Fluency. Together, they create a practice-measure-improve loop.
No. The underlying diagnostic dimensions, weights, and thresholds remain proprietary. Reports provide useful feedback, bands, and evidence-based insights without revealing the model.
For teams, the baseline is a current-state view used to guide improvement and re-measurement. For individuals, the assessment can still produce an AI Fluency Score and feedback.
A team-level AI Fluency profile, evidence-based strengths and improvement areas, coaching priorities, and optional re-measurement after interventions.