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Can this become an economic engine consistent with the venture’s goals?
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The Venture Stack helps you map the assumptions your startup rests on, see what depends on what, and choose the next test worth running.
$29 trade paperback · No charge today · One email when ordering opens
See the frameworkThe stack shows you where your venture is actually riskiest—
and it’s rarely where you’re working.It is easier than ever to produce a convincing deck, a detailed roadmap, and a plausible answer to every question. None of that tells you whether the important claims are true.
The dangerous assumption is often hiding beneath the work that feels productive: a customer you cannot reach, a job with no urgency, a delivery system that depends on a partner who has not agreed.
Articulation is not evidence.
The book keeps those two things separate.
Start wherever reality forces you to start. Then trace the claims your work depends on, compare confidence with evidence, and find the next test with the most decision value.
Can this become an economic engine consistent with the venture’s goals?
Can we reach, serve, and support customers through a workable system?
Can we deliver progress decisively better than the relevant alternatives?
Who feels this job most acutely—and who decides or pays?
What progress is someone already trying to make?
Why is this possible now, and what is our distinctive thesis?
Can this person or team sustainably run the next evidence cycle?
Cross-cutting construct 01
Every layer runs the same six steps. AI can accelerate the first three. It cannot touch the last three, and that is the entire point.
Cross-cutting construct 02
The second thing that cuts across every layer. First, the capital actually available to you — given the venture, the team, the assets, the credit, the geography, the network, and the evidence you have so far. Then the posture you choose inside that set: bootstrap, customer-funded, angel, venture, debt. Not a preference you pick from a menu. A constraint that reshapes what every layer above it is allowed to assume.
Not a mandatory sequence. Evidence moves both ways. Price can test urgency. Channel constraints can reshape the solution. Regulation can determine the business model. The map shows the dependencies without pretending every venture follows one path.
A practical field guide, not a startup encyclopedia
Short, visual chapters turn a venture theory into concrete questions, evidence profiles, and experiments. Use the ten-minute Quick Pass when you are stuck; go deeper when the decision deserves it.
One rule, seven questions, four failure patterns. Everything else is either deeper — earned when you've actually run a test, taken a real commitment, kept a customer — or conditional, belonging to a situation that may never be yours. A campus services founder never meets most of this book. A regulated founder needs their part of it in week one.
Nothing is locked. But nothing is dumped on you either.
One question for the founder bedrock and each venture layer. The answer you cannot support points toward the work you are avoiding.
What did the last five people who hired the current alternative do immediately before they chose it?
Can you name three people in your beachhead who face this job weekly — and reach two of them by Friday?
What's the one dimension where you're decisively better — against which alternative, and what stops them from matching it in a quarter?
The other four are in the Quick Pass. It takes ten minutes and costs nothing.
Separate a clearly stated claim from one supported by real evidence. Write a layer brilliantly and it still scores 5 out of 20 until someone outside the building tests it. Articulation is capped. No decimal-point confidence theater.
Spot four failures before they get expensive. The Inverted Stack — building the top before checking the bottom. The Eloquent Guess — it sounds great, and it's never been tested. The Lopsided Layer — one strong answer hiding weak ones. The Stale Score — what you knew has expired.
Choose evidence that can distinguish between explanations—and decide in advance what result would make you continue, change, or stop.
Each time you re-score, the tool saves a dated snapshot — what you believed, what evidence you had, what changed and why. The file names itself and sorts itself. A folder of them is your venture's history. No account. No server. Nothing that can shut down and take your record with it.
The question that makes a history worth keeping: between the last two snapshots, what actually changed — and did it change because evidence arrived, or because you changed your mind?
The Quick Pass. Seven questions, ten minutes, no account. It won't score you — it finds the one question you flinched at, and tells you what to do about it this week.
“AI can get you to reality faster. It cannot make reality answer faster, and it cannot answer on reality’s behalf.”
The book shows where AI can help: draft assumptions, expose dependencies, propose rival explanations, and design better tests.
It also draws a hard line. Simulation is not customer evidence. Polished language does not move an assumption from “untested” to “corroborated.”
The critique made the book better
An adversarial academic review challenged the first version’s strict sequence, scoring system, AI claims, and boundary conditions. The current book changed.
Validate every venture from the bottom up.
→ NowStart anywhere. Follow the risk and its dependencies.
A neat total score for venture readiness.
→ NowA score you cannot inflate by writing well — every layer capped by the evidence behind it.
AI compresses validation.
→ NowAI accelerates preparation. Reality remains external.
The required edge depends on the market you are actually in. Most first ventures win on presence and reliability — on showing up, answering, and doing the thing twice. The rival this book is written against is not a better-funded competitor. It is not starting.
This map's job is to make playing cheap. Not to decide who is allowed to play.
You have momentum, a long list, and no honest way to rank what you do not yet know.
You want plain English and examples at your scale—not mythology from a billion-dollar outlier.
You need a shared language for asking harder questions without prescribing the answer.
Don't go away and think harder. Write three columns: what you know · who you can reach · what you can spend.
The middle column is your first interview list. Twelve names means you have a scheduling problem, not an access problem. Contact two of them this week.
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No. Solution-first, channel-first, science-first, and regulation-first ventures are real. The stack is a map for tracing dependencies and risk, not a rule that every founder must follow the same path.
No. It is a decision aid, not a validated predictor. It helps you see where confidence has outrun evidence and choose a more informative next action.
Yes. The book includes the Quick Pass, evidence-profile worksheets, killer questions, and layer-specific tests designed for first-time founders and mentors.
Presale reservation · Fall 2026
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$29 trade paperback · No charge today
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