Lean thinking · Agentic AI

Same job. Same title.
62% more pay. The only difference is one line on the résumé.

PwC analyzed over a billion job advertisements across twenty-seven countries. Jobs requiring AI skills pay a 62% premium over the same role without them. Two years ago that premium was 25%.

And when they looked at what AI actually rewards, the answer wasn't coding. It was judgement, creativity, and leadership. The skills you already have. Lean & AI Mastery gives you the translation.

Join free See the curriculum Start with the orientation video and your first agent.

Whether you're a Lean practitioner wondering what agents can actually do for your workflows, or a technical professional wondering why your automations never stick — same room.

Agentic AI doesn't just answer. It acts. You already know how to manage things that act.

Plan-Do-Check-Act becomes your agent's iteration loop. Jidoka becomes its human handoff. Input, process, output, feedback becomes agent architecture. You're not starting over. You're translating.

1

You already know this. We give you the translation.

Plan-Do-Check-Act becomes your agent's iteration loop. Visual management becomes dashboard monitoring. Kaizen becomes continuous prompting. Jidoka — stop the line and call a human — becomes your human-AI handoff. Every space here does the same thing: takes a management principle you already use and shows you its AI equivalent. You're not learning a new discipline. You're pointing an old one at a new target.

2

You leave with software that runs, not notes you'll never reread.

Download Agent-in-a-Box and operate your own proactive AI assistant — locally or hosted. Import ready-built n8n workflow JSON and edit automation you can actually see. Configure real integrations: email, Slack, calendar. Set your agent's proactivity level. Most communities hand you information. This one hands you working systems.

3

Agentic, not chat.

We're not here to trade prompts. The focus is AI that executes — Claude Code, Agent-in-a-Box, OpenClaw, Hermes, n8n agents, Copilot. Tools that take action while you're not watching. Which is precisely why process discipline matters more here, not less: an agent that acts without a control loop is a liability — and control loops are what you already know how to build.

4

A ladder, not a pile of resources.

Learn the tooling with Claude Code. Operate a real proactive agent with Agent-in-a-Box. Build the thinking across three full courses and fifteen modules — from the Viable System Model, through A3 and PDCA, to workflow design and your first AI-enhanced process. Then architect your own agent for your own business in the advanced workshops. Each rung stands on the one below it, and the curriculum keeps growing.

5

It doesn't go stale.

The honest objection to any AI training is that it'll be obsolete in six months. That's true of a course. It isn't true of a space that introduces, teaches and supports each new tool as it lands — OpenClaw and Hermes today, whatever ships next quarter after that. You're not buying a snapshot. You're buying a place to keep up from.

Three courses. Fifteen modules. One arc. From how systems actually work, to a plan you run on Monday.

Most AI training starts with tools and hopes strategy shows up later. This starts with the thinking, ends with a working implementation plan, and treats the tools as what they are — the last mile.

Course One

Systems Thinking to AI Agents

Why an AI agent is not a new idea, and what that means for how you manage one.

  1. Why Traditional Management Is Failing
  2. What Makes a System Viable?
  3. The Five Systems
  4. The Isomorphic Relationship
  5. Reading Your Organization Through the Viable System Lens
You'll leave withThe ability to look at any team or process and name what's missing — and to see why a multi-agent system is the same architecture wearing different clothes.
Course Two

Planning & Execution with Algorithmic Methods

Turning management frameworks into instructions a machine can follow.

  1. Algorithms Are Just Structured Decisions
  2. PDCA — The Loop That Runs Everything
  3. Lean A3 — Thinking on One Page
  4. From A3 to PRD — Briefing Your AI Agent
  5. Your First AI Implementation Plan
You'll leave withAn A3 that becomes a product requirements document that becomes a brief your agent can actually execute. This is where "I know Lean" turns into "I can direct an agent."
Course Three

Designing & Improving Workflows

Seeing the work clearly enough to automate the right part of it.

  1. Process Mapping
  2. Value Stream Mapping
  3. Waste and Flow — the Lean Lens
  4. Agentic Workflows with n8n
  5. Your First AI-Enhanced Process
You'll leave withA mapped current state, the waste identified, a future state designed, and an n8n workflow sketched against it.

The curriculum keeps growing. New modules and short tutorial videos are added as the field moves.

How the courses connect to the rest

The course teachesThe space lets you do it
The Viable System Model and agent architectureAgent-in-a-Box — run a real proactive agent
A3 → PRD → agent briefClaude Code — direct an agent against a real codebase
Workflow design and wasten8n — build it visually, import the JSON
Implementation planningAdvanced workshops — architect your own for your business

The courses are the theory. The spaces are where you run it. Neither works alone — which is why they're in the same place.

Who's leading it

Ameer Robertson, J.D.

Regulatory attorney · Lean Black Belt, University of Iowa · Managing Partner, 4xFlex

Twenty-five years turning complex requirements into working systems: asbestos mass tort at Owens Corning, then translating FINRA regulations directly into trading algorithm specifications at Knight Capital.

Then twelve years at NYC Health + Hospitals — the largest public health system in the United States — as Lean Deployment Officer and Chief Innovation Officer across a twenty-five-site care network, and Associate Executive Director at Metropolitan Hospital.

Co-author of the opening chapter of an Oxford University Press book on Lean in health care. Invited to lecture on systemic organizational change at the Higher School of Economics in Moscow.

He didn't arrive at AI from software. He arrived from cybernetics — and he's been designing systems that act for twenty-five years. They just used to run on people.
Juris Doctor Lean Black Belt Oxford University Press Higher School of Economics, Moscow NYC Health + Hospitals

What's inside

Four learning spaces where you build, and five community spaces where you compare notes.

Learning spaces

The Courses

Three courses, fifteen modules, plus short tutorial videos added as the field moves. Systems Thinking to AI Agents · Planning & Execution with Algorithmic Methods · Designing & Improving Workflows.

Claude Code in VS Code

Video walk-throughs, skill guides for planning, research, refactoring and debugging, and workflows for assessing impact before you change anything. Lean discipline applied to AI-assisted development.

Agent-in-a-Box

Download and run your own proactive AI second brain. Setup videos, manuals, and hands-on exercises for email, Slack and calendar integrations, proactivity levels, and optional advanced workshops for building your own.

Advanced Proactive Agents

Setup and mastery of OpenClaw, Hermes, and each new agent platform as it emerges. Fundamentals, deployment, agent management, memory, and prompting strategy.

n8n — the visual gateway

Drag-and-drop workflow design with downloadable JSON you can import and run. The clearest path from no-code to low-code, and the place where agent architecture becomes visible and editable.

Community spaces
Knowledge Resources & VideosSource documents, walk-throughs, training courses, downloads
General DiscussionConnect with members, swap ideas, ask anything
Lean & AI NewsCurated articles and trends on Lean + Agentic AI
Show & TellPost your wins, the agents you've built, and what broke
Events & WorkshopsLive hands-on sessions with real tools

Which camp are you in?

The resisters will wait. The uncertain will hesitate. The embracers are already here.

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