◆ Open Source · AI Framework · Free
AI Fluency
Build AI competency across your organization: safely, measurably, and using free tools. AI is not slowing down, and your teams cannot afford to wait for the next training cycle. This framework delivers practical AI skills through micro-learning, short focused exercises that build real fluency without pulling people away from their work.
Why this exists
Most organizations respond to AI with one of two extremes: ban it entirely, or let every team figure it out on their own. Neither works. What is needed is a structured, safety-conscious path to real fluency that does not require a $50k training program or a week off the job.
AI Fluency is that path. It is a framework any organization can adopt, adapt, and deploy, built around micro-learning, measurable outcomes, and the free AI tools your teams are already using or will start using tomorrow.
Core principles
Micro-learning
10 to 20 minute exercises, not day-long workshops. Fits into real work schedules.
Safety-first
Compliance guardrails embedded at every level. Organizations stay in control.
Measurable
Fluency slope tracks growth rate, not just course completion.
AI-maintained
Agents review and update content continuously. The framework stays current.
Built on free tools
Designed around free-tier AI tools. Invest more only as needs grow.
Open and forkable
Fork it, customize it, deploy it as your own. CC BY-NC-SA 4.0.
Four levels of competency
Each level has defined outcomes, micro-learning exercises, and a capstone project.
01
Beginner · Foundations
Build mindset and basic AI understanding. What AI is, what it is not, and how to use it safely for the first time.
Capstone
Expense Report Builder
02
Capable · Applied Use
Embed AI into daily work. This is the minimum bar for organizational AI literacy. Prompting, iteration, output evaluation.
Capstone
Meeting-to-Action Pipeline
03
Proficient · Workflow Redesign
Redesign existing processes with AI. Move from using AI as a tool to using it as a collaborator in how work gets done.
Capstone
Process Documentation & Improvement
04
Expert · Innovation & Leadership
Drive organizational adoption. Build AI fluency across teams, identify high-value opportunities, and lead the change.
Capstone
Personal AI Playbook (universal)
How to use this framework
Fork the repository from GitHub. The framework is entirely open. Copy it, rename it, and customize the branding for your organization.
Adapt the content to your tools and compliance requirements. The AI Safety and Compliance section is designed to be edited, not just read.
Measure fluency slope not just completion. The Measuring Success section gives you KPIs and a methodology to track real growth over time.
Real fluency isn't knowing the tools. It's the judgment to point them at something that matters, and that judgment only comes from trying, getting it wrong, and adjusting.
Tell us where you want to perform higher.
We build the proof. You’ll get a clear next step, fast.