The pilots work. The core does not change.
The Work Loop Canvas is a one-page map for putting AI into a core process. Twelve nodes for one loop. Five gates that say how far it may go today. A book, a Claude skill that runs the method with you, and the full lecture.
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Book · Claude skill · LectureThe history, the method, the canvas node by node, and a fully filled worked run.
Fills a canvas with you, sorts decisions, checks gates and plans the session.
The full lecture on the canvas, on video. A fast way in before your first session.
The process on paper is not the work.
A documented process mixes three things: the outcome, the steps it really needs, and old workarounds. Attach an agent to that map and it automates the workaround. The canvas separates them first.
The pilot works. The core stays put.
- Workarounds for constraints that no longer exist get automated too
- Rules live in manuals, settings and senior heads
- Decisions nobody owns, or never agreed, surface as incidents
- Progress is reported as tasks automated and agents deployed
One loop, signed, then scaled
- Strike every step that only works around an old constraint
- Sort every decision into one of four classes
- Put a named person wherever an action cannot be undone
- Move up a gate only when its nodes are signed
Twelve nodes. One loop. One page.
A work loop is one outcome, owned end to end, with everything needed to produce it well. The canvas draws it as twelve connected nodes, shaped like a small brain, because the parts depend on each other.
Each node asks one question. It is Blank until something is written, Draft once it is written, and Signed once a named person agrees and owns it.
What does one accepted result look like, and who receives it?
Which steps exist only to work around a constraint that no longer applies?
Where does each rule live today, and who owns it?
What must the executor read to act well?
What can the executor change, and in which systems?
Sort every decision: mechanical, bounded, consequential or contested.
Where does a person decide, what do they see, how is an action reversed?
Where do cases the loop cannot handle go, and who works the queue?
What does the loop receive, and what does it pass on?
How is every outcome graded?
Who answers for the loop, and whose work changes?
What does one accepted outcome cost, against a measured baseline?
Every decision goes in one of four classes.
A rule. Runs alone.
Judgment within a written threshold. Runs alone inside it.
A person always decides.
Never agreed. Leadership settles it before the loop acts alone.
Readiness should not be a feeling.
Five gates connect one loop to the core of the business. Each opens only when specific nodes are signed.
Nothing yet. All twelve nodes at Draft or better.
Runs beside today’s process with no writes. Every outcome graded.
Acts alone on mechanical and bounded decisions. Junctions live.
Runs in production, below the measured baseline.
Writes to systems of record and hands off to other loops.
Scale follows signatures, not confidence.
Real pages from the book.
Drawn as well as written: plates throughout, each one simple enough to redraw on a whiteboard.
Eleven days for a burst pipe.
The book opens on one insurance claim. A homeowner waits eleven days for a letter. Very little of those days was work: re-keying, an overnight re-score, a second review that no longer catches anything.
That claim runs through the whole book, until it is mapped, stripped and signed.
Every loop in the firm, on one page.
The Work Loop Map scores each loop by value to the core and by readiness, and draws the handoffs between them.
- Top right: start here
- Bottom right: map before you build
- Top left: practice loops
- Bottom left: wait
The blank canvas, ready for your first session.
Appendix A holds the twelve nodes in fill order, with the question each one asks and the test for when it is signed. Appendix C adds a facilitator's script.
One loop, filled in node by node.
The claims assessment loop of a composite general insurer, as filled at the end of its first two sessions. The book says it plainly: the firm and its numbers are illustrative. It shows what a finished canvas looks like, and why it stops at G1 Shadow.
Five parts. 35 chapters. Three appendices.
The order follows the way the problem unfolds: history, method, argument, instrument, then the firm.
- 1Part One · A Century of Designing Work
Taylor’s stopwatch, Ford’s line, the stop cord, reengineering, the business model canvas, the bots. What each era left behind.
- 2Part Two · The Method Beneath the Canvas
The distribution you operate in, abstraction and compression, VTDF, and where the work loop plugs in.
- 3Part Three · The Inside-Out Problem
Why AI stalls at the edge of the core, and why the unit of design is the loop, not the task.
- 4Part Four · The Canvas, Node by Node
Twelve chapters, one per node: the question, why it matters, when it is signed, how it usually goes wrong.
- 5Part Five · From One Loop to the Firm
The contested decision, the Work Loop Map, the Scale Gates, running the session, and what the canvas leaves out.
Plus The Six Moves, The Meters, an epilogue, Appendix A (the blank canvas), Appendix B (the worked run, filled), Appendix C (a facilitator's script), notes and sources, and the mental models used.
The method, running inside Claude.
Upload the skill and describe a process. Claude walks the canvas with you, in plain business language a process owner can sign. It never invents your numbers and marks anything illustrative as illustrative.
Names the constraint behind each step. Strike or keep, with a reason.
Every decision in four classes. Flags the contested ones.
Who decides, what they see, how to reverse. Rejects junctions placed for comfort.
States the gate honestly, and the exact nodes blocking the next one.
Scores value and readiness per loop, draws the handoffs, recommends a sequence.
A 90-minute agenda, the roles in the room and the three cases to bring.
Traces each loop’s outcome to a value proposition. No proposition: remove it, do not automate it.
Fill a Work Loop Canvas for our customer refund process. Ask me one question at a time.
Here is our claims pilot. Run a gate check: which gate is it really at, and which nodes block the next one?
Plan a 90-minute Work Loop session for our invoice approval loop. Who should be in the room?
Works in Claude and Claude Code. One SKILL.md file, installed in a minute.
The Work Loop Canvas
How work is redesigned when the executor decides.
- The book: 126 pages, PDF
- The blank canvas, the worked run and a facilitator's script
- The Claude skill, for Claude and Claude Code
- The full lecture, 11 minutes
Not useful? Reply within 7 days for a full refund.
Canvas buyers get 66% off The Business Engineer for 30 days.
Secure Stripe checkout · download page and email right after payment
For whoever has to move AI from a pilot into the core.
Before you buy
What exactly do I get?
Three files: the book (PDF, 126 pages), the Claude skill (.zip) and the full lecture (video, about 11 minutes). After payment you land on your download page, and the links come by email too.
Do I need Claude to use it?
No. The book and the blank canvas work on a whiteboard or on paper. The skill is there if you want Claude to run the method with you.
Is the worked example a real company?
No. The insurer in the book is a composite, and the book marks the firm and its numbers as illustrative. It shows how a filled canvas reads, not a client result.
Which Claude plans does the skill work with?
Anthropic lists skills on the Free, Pro, Max, Ultra, Team and Enterprise plans, with code execution turned on in Settings. It also works in Claude Code. See Anthropic's guide to skills.
Is it a subscription?
No. $29 once, and the files are yours.
What if it is not useful?
Reply within 7 days for a full refund.
Is it part of a series?
Yes. It is Volume II of the Embedding Series, in The Business Engineer Library.
Other questions?
Write to admin@fourweekmba.com
Strip the workarounds. Sort the decisions. Sign the loop.
instant download
Not useful? Reply within 7 days for a full refund.
Canvas buyers get 66% off The Business Engineer for 30 days.
Book · Claude skill · lecture · secure Stripe checkout
Want the method run on the market every week? That is The Business Engineer.The Work Loop Canvas · Copyright Gennaro Cuofano. Claude is a product of Anthropic; this skill is an independent product and is not made or endorsed by Anthropic.