{ "version": "https://jsonfeed.org/version/1.1", "title": "The Outsider's Notebook ยท Juan Vegarra", "home_page_url": "https://juanvegarra.com/insights.html", "feed_url": "https://juanvegarra.com/feed.json", "description": "Essays on building companies, raising capital, and commercializing technology in markets that demand evidence.", "authors": [ { "name": "Juan Vegarra", "url": "https://juanvegarra.com" } ], "language": "en-US", "items": [ { "id": "https://juanvegarra.com/essay-activity-trap.html", "url": "https://juanvegarra.com/essay-activity-trap.html", "title": "The Activity Trap", "summary": "Activity is countable and outcomes are not. That asymmetry decides most budgets.", "tags": [ "AI & Capital Discipline" ] }, { "id": "https://juanvegarra.com/essay-pilot-nobody-owns.html", "url": "https://juanvegarra.com/essay-pilot-nobody-owns.html", "title": "The Pilot Nobody Owns", "summary": "A pilot that succeeds and then dies didn't succeed. It produced an expensive demo.", "tags": [ "AI & Capital Discipline" ] }, { "id": "https://juanvegarra.com/essay-governance-gap.html", "url": "https://juanvegarra.com/essay-governance-gap.html", "title": "The Governance Gap", "summary": "Everyone can start something. Almost nobody can stop something. That asymmetry is the gap.", "tags": [ "AI & Capital Discipline" ] }, { "id": "https://juanvegarra.com/essay-renewal-nobody-questions.html", "url": "https://juanvegarra.com/essay-renewal-nobody-questions.html", "title": "The Renewal Nobody Questions", "summary": "The second year is where the money actually goes, and it's the year nobody examines.", "tags": [ "AI & Capital Discipline" ] }, { "id": "https://juanvegarra.com/essay-too-early.html", "url": "https://juanvegarra.com/essay-too-early.html", "title": "Too Early Is Also a Decision", "summary": "Being early isn't a strategy. It's a bet on timing that most people never admit they made.", "tags": [ "AI & Capital Discipline" ] }, { "id": "https://juanvegarra.com/essay-reversible-call.html", "url": "https://juanvegarra.com/essay-reversible-call.html", "title": "The Reversible Call That Ate the Quarter", "summary": "Most decisions can be undone cheaply. Treating them as though they can't is its own kind of expensive.", "tags": [ "AI & Capital Discipline" ] }, { "id": "https://juanvegarra.com/essay-sequencing.html", "url": "https://juanvegarra.com/essay-sequencing.html", "title": "Sequencing Beats Selection", "summary": "Most portfolios fail on order, not on picks. The right bet in the wrong position still loses.", "tags": [ "AI & Capital Discipline" ] }, { "id": "https://juanvegarra.com/essay-cant-take-back.html", "url": "https://juanvegarra.com/essay-cant-take-back.html", "title": "What You Can't Take Back", "summary": "A few decisions in this cycle are genuinely irreversible. Most of them don't look it at the time.", "tags": [ "AI & Capital Discipline" ] }, { "id": "https://juanvegarra.com/essay-scope-to-a-number.html", "url": "https://juanvegarra.com/essay-scope-to-a-number.html", "title": "Scope It to a Number", "summary": "The organizations getting returns scope initiatives to a figure someone has to own. That's most of the method.", "tags": [ "AI & Capital Discipline" ] }, { "id": "https://juanvegarra.com/essay-measure-defensible.html", "url": "https://juanvegarra.com/essay-measure-defensible.html", "title": "Measure What You Can Defend", "summary": "Most AI measurement collapses the first time a skeptical CFO pushes on it. Build for that conversation.", "tags": [ "AI & Capital Discipline" ] }, { "id": "https://juanvegarra.com/essay-refusal-list.html", "url": "https://juanvegarra.com/essay-refusal-list.html", "title": "The Refusal List", "summary": "What an organization refuses to fund says more about its discipline than anything it approves.", "tags": [ "AI & Capital Discipline" ] }, { "id": "https://juanvegarra.com/essay-ai-investment-discipline-gap.html", "url": "https://juanvegarra.com/essay-ai-investment-discipline-gap.html", "title": "The Discipline Gap: Why Most AI Investment Isn't Paying Off Yet", "summary": "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.", "date_published": "2026-07-14T12:00:00Z", "tags": [ "AI & Capital Discipline" ] }, { "id": "https://juanvegarra.com/essay-unserved-middle.html", "url": "https://juanvegarra.com/essay-unserved-middle.html", "title": "The Tenth of a Person You Cannot Hire", "summary": "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.", "tags": [ "Commercialization" ] }, { "id": "https://juanvegarra.com/essay-retelling.html", "url": "https://juanvegarra.com/essay-retelling.html", "title": "What Survives the Retelling", "summary": "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.", "tags": [ "Company Building" ] }, { "id": "https://juanvegarra.com/essay-pilot-graveyard.html", "url": "https://juanvegarra.com/essay-pilot-graveyard.html", "title": "The Graveyard of Good Demos: Why 89% of AI Pilots Never Reach Production", "summary": "89% of AI agent pilots never reach production. What separates the initiatives that scale from the ones that quietly disappear.", "tags": [ "AI & Execution" ] }, { "id": "https://juanvegarra.com/essay-build-buy-wait.html", "url": "https://juanvegarra.com/essay-build-buy-wait.html", "title": "Build, Buy, or Wait: A Framework for Timing the Bet", "summary": "Why timing a technology bet matters more than the bet itself, and a framework for knowing when to build, buy, or wait.", "tags": [ "Capital & Strategy" ] }, { "id": "https://juanvegarra.com/essay-transformation-tax.html", "url": "https://juanvegarra.com/essay-transformation-tax.html", "title": "The $2.3 Trillion Mistake: Why Digital Transformation Keeps Failing the Same Way", "summary": "Digital transformation fails 70% of the time, and it is almost never the technology. What the surviving 30% do differently.", "tags": [ "Building Companies" ] }, { "id": "https://juanvegarra.com/essay-board-ai-fluency.html", "url": "https://juanvegarra.com/essay-board-ai-fluency.html", "title": "The Fluency Gap: What Boards Don't Know They Don't Know About AI", "summary": "What separates boards that can actually oversee AI from boards that just have a strategy deck.", "tags": [ "Governance & AI" ] }, { "id": "https://juanvegarra.com/essay-augmentation-trust.html", "url": "https://juanvegarra.com/essay-augmentation-trust.html", "title": "The Word That Decides Adoption: Augmentation, Automation, and the Trust Transaction", "summary": "The single word that decides whether a workforce adopts new technology or quietly works around it.", "tags": [ "AI & Commercialization" ] }, { "id": "https://juanvegarra.com/essay-vendor-lockin.html", "url": "https://juanvegarra.com/essay-vendor-lockin.html", "title": "The Lock-In You Can't See Yet: A Framework for Reading Exit Cost Before You Sign", "summary": "Lock-in accumulates quietly until the exit becomes unaffordable. A framework for reading exit cost before you sign.", "tags": [ "Capital & Contracts" ] }, { "id": "https://juanvegarra.com/essay-data-liability.html", "url": "https://juanvegarra.com/essay-data-liability.html", "title": "Data Is No Longer an Asset by Default: Rethinking Liability in the AI Era", "summary": "Why data is no longer an asset by default in the AI era, and how to rethink liability before you bolt on AI.", "tags": [ "AI & Defensibility" ] }, { "id": "https://juanvegarra.com/essay-one-way-doors.html", "url": "https://juanvegarra.com/essay-one-way-doors.html", "title": "One-Way Doors: Why \"Move Fast\" Stops Being Good Advice More Often Than You Think", "summary": "Why move fast stops being good advice more often than executives admit, borrowing Amazon's one-way-door framework.", "tags": [ "Building Companies" ] }, { "id": "https://juanvegarra.com/essay-legacy-tax.html", "url": "https://juanvegarra.com/essay-legacy-tax.html", "title": "The Tax Nobody Line-Items: Making the Case for Legacy Modernization", "summary": "Legacy modernization is a tax on every growth initiative on the roadmap, and almost nobody frames the business case that way.", "tags": [ "Building Companies" ] }, { "id": "https://juanvegarra.com/essay-acquirers-lens.html", "url": "https://juanvegarra.com/essay-acquirers-lens.html", "title": "The Acquirer's Lens: How M&A Buyers Really Read Your Tech Stack", "summary": "How M&A buyers actually read a technology stack, and why the gap between founder and acquirer evaluation destroys deal value.", "tags": [ "Capital & Regulation" ] }, { "id": "https://juanvegarra.com/essay-ai-winners.html", "url": "https://juanvegarra.com/essay-ai-winners.html", "title": "The Other Twenty Percent: What Separates AI Winners From Everyone Else", "summary": "Roughly one in five organizations is getting real value from AI investment. What separates them from everyone else.", "tags": [ "AI & Commercialization" ] }, { "id": "https://juanvegarra.com/essay-loop.html", "url": "https://juanvegarra.com/essay-loop.html", "title": "The Loop Is the Product", "summary": "The machine gets you into the room. The loop is what the customer is actually buying. Why improvement rates beat spec sheets.", "tags": [ "AI & Defensibility" ] }, { "id": "https://juanvegarra.com/essay-data-moat.html", "url": "https://juanvegarra.com/essay-data-moat.html", "title": "The Data Moat Nobody Has", "summary": "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.", "tags": [ "AI & Defensibility" ] }, { "id": "https://juanvegarra.com/essay-procedure-room.html", "url": "https://juanvegarra.com/essay-procedure-room.html", "title": "Go-to-Market Begins in the Procedure Room", "summary": "There is no single procedure room. Three clinical worlds, three definitions of better, and the discipline that survives contact with all of them.", "tags": [ "Commercialization" ] }, { "id": "https://juanvegarra.com/essay-commercial-engine.html", "url": "https://juanvegarra.com/essay-commercial-engine.html", "title": "Building the Commercial Engine", "summary": "Spotting a market is the romantic half. The engine that captures it is where companies are actually won or lost.", "tags": [ "Building Companies" ] }, { "id": "https://juanvegarra.com/essay-predicates.html", "url": "https://juanvegarra.com/essay-predicates.html", "title": "Predicates Aren't Regulatory. They're Reimbursement.", "summary": "The predicate you pick decides your reimbursement inheritance. The first commercial decision a MedTech company makes is buried in its 510(k) paperwork.", "tags": [ "Capital & Regulation" ] }, { "id": "https://juanvegarra.com/essay-cleared-ignored.html", "url": "https://juanvegarra.com/essay-cleared-ignored.html", "title": "Cleared, and Then Ignored", "summary": "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.", "tags": [ "Commercialization" ] }, { "id": "https://juanvegarra.com/essay-clinical-bar.html", "url": "https://juanvegarra.com/essay-clinical-bar.html", "title": "Selling AI to People Who Are Not Allowed to Believe You", "summary": "Every AI market is quietly becoming a clinical market. Three lessons from medicine and four questions for any board.", "tags": [ "AI & Commercialization" ] }, { "id": "https://juanvegarra.com/measuring-the-portfolio.html", "url": "https://juanvegarra.com/measuring-the-portfolio.html", "title": "How to Measure Success and Failure as an Angel", "summary": "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.", "tags": [ "Capital" ] }, { "id": "https://juanvegarra.com/capital-passport.html", "url": "https://juanvegarra.com/capital-passport.html", "title": "Capital Has No Passport", "summary": "Raising $54M for a Peruvian miner from three continents. The periphery tax is a diligence tax, and the numbers are the passport.", "tags": [ "Capital" ] }, { "id": "https://juanvegarra.com/ai-and-work.html", "url": "https://juanvegarra.com/ai-and-work.html", "title": "The Job AI Cannot Take", "summary": "Four decades across eight industries say the task is not the job, and every industrial revolution destroys work and creates more of it.", "tags": [ "AI & Work" ] } ] }