KNOWLEDGE HUB
Resources for real work.
Field notes, guides, and practical frameworks for teams moving from individual AI experiments to shared work practices.
PERSPECTIVE
Courses don't change behaviour. Training on real work does.
Our training targets the missing link in most AI rollouts: turning a tool's generic features into the specific moves your team makes on real work. No hype, no futurism. We drill people on their own tasks until the new way of working sticks.
Free interactive mini-course · 5 minutes
Live AI Trainer: learn prompting on your real work.
Five short lessons with instant feedback: what to delegate to AI, how to protect data, how to write prompts that work. You leave with a rewritten prompt for your weekly task.
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2 articlesThe Hidden Cost of Shadow AI: Why EU AI Act Article 4 Applies to Your SME Today
Under Article 4 of the EU AI Act, "AI Literacy" is no longer just a buzzword—it is a legal mandate. Here is how uncontrolled ChatGPT usage (Shadow AI) creates immediate compliance risks and what operations leaders can do about it.
Funding Your AI Transformation: A 2026 Guide to Non-Dilutive EU Grants
The European Union offers substantial non-dilutive capital to SMEs deploying AI. But most teams lose calls not because they don’t qualify, but because they focus on theoretical capability instead of operational deployment.
AI Adoption & Behavior Change
2 articlesAI Adoption Sprint Guide for Companies
A long-form guide from The Unlearning School on moving from scattered AI usage to documented team practice after licenses are already available.
AI Adoption Gap Assessment: diagnose why AI usage is stuck
A long-form guide for companies that see AI experiments but cannot yet see reliable team adoption.
Governance & AI Literacy
2 articlesWhat AI literacy means for companies under EU AI Act Article 4
A practical breakdown of Article 4 expectations and how to document AI literacy through role-based practice.
AI Literacy Under EU AI Act Article 4: practical guide for companies
A 2000+ word guide on role-based literacy evidence, safe-use boundaries and documented measures.
Tools in Daily Work
7 articlesMicrosoft Copilot adoption guide for Romanian companies
A long-form guide for companies that bought Copilot but still need visible daily adoption and manager evidence.
Google Gemini Workspace AI training guide
How to connect Gemini to repeated work patterns in Docs, Sheets, Slides, Gmail and Meet.
Microsoft Copilot adoption guide
A practical buyer guide for companies that have Copilot licenses but still need changed daily work.
The Unlearning School vs prompt training
When a prompt course is enough and when a company needs a task-based AI adoption sprint.
The Unlearning School vs prompt training: when companies need adoption, not tricks
A long-form comparison between generic prompt training and task-based AI adoption.
The Unlearning School vs AI automation agency
How to decide between adoption work, better use of existing tools, and a later automation project.
The Unlearning School vs AI automation agency: adoption first or automation first?
A long-form guide for deciding between adoption work, tool enablement and custom automation.
Field Notes from the Work
3 articlesAI training for HR and L&D teams
A long-form guide for turning AI literacy into role-based enablement and adoption evidence.
AI training for operations teams
A guide for improving reports, handovers, summaries and decision preparation without overbuilding.
AI training for sales teams
A practical guide for better account research, meeting preparation, proposals and follow-up.
AI Adoption Gap Score
7 minutes. 10 questions. Know exactly where you stand.
A weighted maturity model. Instant score, gap analysis across four dimensions, and a ranked next-step roadmap.
Free · 7 min · Instant result