Observations from decades of building companies.

The Activity Trap

Activity is countable and outcomes are not. That asymmetry decides most budgets.

The Pilot Nobody Owns

A pilot that succeeds and then dies didn't succeed. It produced an expensive demo.

The Governance Gap

Everyone can start something. Almost nobody can stop something. That asymmetry is the gap.

The Renewal Nobody Questions

The second year is where the money actually goes, and it's the year nobody examines.

Too Early Is Also a Decision

Being early isn't a strategy. It's a bet on timing that most people never admit they made.

The Reversible Call That Ate the Quarter

Most decisions can be undone cheaply. Treating them as though they can't is its own kind of expensive.

Sequencing Beats Selection

Most portfolios fail on order, not on picks. The right bet in the wrong position still loses.

What You Can't Take Back

A few decisions in this cycle are genuinely irreversible. Most of them don't look it at the time.

Scope It to a Number

The organizations getting returns scope initiatives to a figure someone has to own. That's most of the method.

Measure What You Can Defend

Most AI measurement collapses the first time a skeptical CFO pushes on it. Build for that conversation.

The Refusal List

What an organization refuses to fund says more about its discipline than anything it approves.

Six Tests for Whether Your AI Just Told You Something Useful

Fluency is free now, so judging AI output by how it reads stopped working. Six tests that catch what goes wrong.

The Discipline Gap: Why Most AI Investment Isn't Paying Off YetPart 1 of 12

The opening piece in a twelve-part series on the executive discipline technology investment actually requires: what to worry about, when new tech is worth the bet, and what separates the organizations getting real value from the ones funding activity instead of outcomes.

The Tenth of a Person You Cannot Hire

A need priced for a customer ten times larger is not a dead end. Why the middle of the market keeps getting skipped, and what changes when applied intelligence divides the unit of supply.

What Survives the Retelling

You are rarely talking to the decision maker. You are talking to the person who has to reconstruct your argument without you in the room. Four tests for an analogy that holds.

The Graveyard of Good Demos: Why 89% of AI Pilots Never Reach Production

89% of AI agent pilots never reach production. What separates the initiatives that scale from the ones that quietly disappear.

Build, Buy, or Wait: A Framework for Timing the Bet

Why timing a technology bet matters more than the bet itself, and a framework for knowing when to build, buy, or wait.

The $2.3 Trillion Mistake: Why Digital Transformation Keeps Failing the Same Way

Digital transformation fails 70% of the time, and it is almost never the technology. What the surviving 30% do differently.

The Fluency Gap: What Boards Don't Know They Don't Know About AI

What separates boards that can actually oversee AI from boards that just have a strategy deck.

The Word That Decides Adoption: Augmentation, Automation, and the Trust Transaction

The single word that decides whether a workforce adopts new technology or quietly works around it.

The Lock-In You Can't See Yet: A Framework for Reading Exit Cost Before You Sign

Lock-in accumulates quietly until the exit becomes unaffordable. A framework for reading exit cost before you sign.

Data Is No Longer an Asset by Default: Rethinking Liability in the AI Era

Why data is no longer an asset by default in the AI era, and how to rethink liability before you bolt on AI.

One-Way Doors: Why "Move Fast" Stops Being Good Advice More Often Than You Think

Why move fast stops being good advice more often than executives admit, borrowing Amazon's one-way-door framework.

The Tax Nobody Line-Items: Making the Case for Legacy Modernization

Legacy modernization is a tax on every growth initiative on the roadmap, and almost nobody frames the business case that way.

The Acquirer's Lens: How M&A Buyers Really Read Your Tech Stack

How M&A buyers actually read a technology stack, and why the gap between founder and acquirer evaluation destroys deal value.

The Other Twenty Percent: What Separates AI Winners From Everyone Else

Roughly one in five organizations is getting real value from AI investment. What separates them from everyone else.

The Loop Is the Product

The machine gets you into the room. The loop is what the customer is actually buying. Why improvement rates beat spec sheets.

The Data Moat Nobody Has

Why a dataset is not a moat, why a thin layer over someone else's model gets eaten, and what defensibility actually looks like in medical AI.

Go-to-Market Begins in the Procedure Room

There is no single procedure room. Three clinical worlds, three definitions of better, and the discipline that survives contact with all of them.

Building the Commercial Engine

Spotting a market is the romantic half. The engine that captures it is where companies are actually won or lost.

Predicates Aren't Regulatory. They're Reimbursement.

The predicate you pick decides your reimbursement inheritance. The first commercial decision a MedTech company makes is buried in its 510(k) paperwork.

Cleared, and Then Ignored

The most heavily endorsed tool in interventional cardiology is used in a minority of the cases where guidelines say it belongs. What that gap teaches about how innovation actually works.

Selling AI to People Who Are Not Allowed to Believe You

Every AI market is quietly becoming a clinical market. Three lessons from medicine and four questions for any board.

How to Measure Success and Failure as an Angel

The multiple on the winner is the number everyone shows. The loss column is the number that tells the truth. Three scorecards for a high-risk, high-reward book.

Capital Has No Passport

Raising $54M for a Peruvian miner from three continents. The periphery tax is a diligence tax, and the numbers are the passport.

The Job AI Cannot Take

Four decades across eight industries say the task is not the job, and every industrial revolution destroys work and creates more of it.