Measure. Grow. Prove AI Fluency.
Coincentives Labs builds the AI Fluency Accelerator (AFA): an AI-powered system that measures, grows, and proves AI Fluency through real human–AI collaboration.
Become AI-fluent. Build stronger AI-augmented teams.
Coincentives Labs builds the AI Fluency Accelerator (AFA): an AI-powered system that measures, grows, and proves AI Fluency through real human–AI collaboration.
AFA is designed around a simple progression: measure how people actually collaborate with AI, help them grow stronger collaboration habits, and turn qualifying evidence into proof they can explain and verify.
Measure · Grow · Prove AI Fluency
An AI-powered system built around real, goal-based human–AI collaboration. AFA Assessment measures fluency, AFA Coach helps grow it, and Skill Accolades can turn qualifying evidence into verifiable proof-of-skill.
Impact: Helps people become stronger AI collaborators and helps teams build balanced AI-augmented capability.
Evidence-backed proof layer
A recognition layer that converts qualifying evidence of demonstrated AI Fluency into portable, verifiable proof-of-skill.
Impact: Supports expertise claims with evidence that can be shared, explained, and independently verified where appropriate.
AI Fluency begins with people. Individuals can understand and prove how they collaborate with AI. As that capability grows across a team, leaders can build stronger AI-augmented ways of working without sacrificing human judgment, knowledge, or accountability.
Coincentives Labs also researches cognitive augmentation and dependency, incentive design, verifiable credentials, spatial learning, and Agentic Readiness. These foundations shape how AFA is designed to preserve human capability as AI becomes embedded in work.
Explore Research Foundations