What is scaled learning?
Scaled learning is the practice of designing an organization so that learning builds up as more people take part, instead of thinning out as the organization grows.
Guides
Guides to scaled learning, AI and agility at scale.
Practical, plain-language guides from the practitioner behind ScaledLearning: scaled learning, the learning organization, AI-driven OKRs and balanced scorecards, AI and data governance, Kaizen events, PI planning, value streams and knowledge management with AI agents.
All guides
The learning organization guide: habits, obstacles and AI
A learning organization is one where the ability to learn is deliberately built into daily work, so that people and teams improve continuously without waiting for a reorganization.
AI-driven OKRs: a practical guide for teams
AI-driven OKRs use AI to sharpen how objectives and key results are written, tracked and learned from, while people keep ownership of what matters and why.
AI-driven balanced scorecards: strategy, measures and learning
A balanced scorecard connects financial, customer, process and learning measures to strategy. AI can keep it current, explain what moved and support the conversations it should provoke.
AI governance and data governance: a practical playbook
Good governance lets an organization use AI with confidence. It answers who owns what, how risk is judged, where people stay in the loop and what happens when something goes wrong.
Kaizen events for AI-enabled work: how to run one
A Kaizen event is a short, focused, hands-on improvement sprint. Applied to AI-enabled work, it lets a team redesign how people and agents divide a process and test the change within days.
AI-driven PI planning: a guide to multi-team planning
PI planning brings many teams together to plan a fixed block of time, usually a quarter, in one shared conversation. AI agents can make preparation and follow-up lighter so the room is used for decisions.
Value stream identification: a workshop guide
A value stream is the series of steps that turns a request into something of value for a customer. Identifying yours is the first step toward organizing teams, planning and AI around that flow.
Knowledge management in the age of AI agents
AI agents are only as useful as the knowledge and context they can reach. Knowledge management stops being a filing exercise and becomes the foundation of how agents do reliable work.
Go deeper
Guides, books and workshops
Each guide is the short form of ideas we cover in our books, courses and facilitated workshops.
Books
Twenty-one books on AI, governance, OKRs, scorecards and scaled learning.
Workshops and courses
Facilitated sessions and courses that put these ideas to work on your real challenges.
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