Tag: Business Strategy
20 posts
Your Buyers Already Asked ChatGPT About You
Your buyers build shortlists inside ChatGPT and Perplexity before they load your homepage. If your pricing says "contact us" and your docs sit behind a login, the model fills the gap with a guess or a competitor.
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What to Put in an AI Vendor Contract Before You Sign
Price caps, exit rights, data ownership, model-swap notice. The clauses that decide whether you're a customer or a hostage when your AI vendor changes the deal.
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The Rescue Bill: What It Costs to Fix a Vibe-Coded Product
Most startups that shipped AI-built production apps have already needed a rebuild or rescue engineering. The speed was real. So is the invoice. What the cleanup actually costs and how to avoid needing it.
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Your Next Enterprise Deal Comes With an AI Questionnaire. Can You Answer It?
Procurement now asks where your agents send data, what they're allowed to call, and who signs off when they're wrong. Founders who can't answer lose the deal on paperwork, not on price.
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Stop Asking "Can AI Do This?" Ask "What Happens When It's Wrong 5% of the Time?"
Every automation decision is really an error-budget decision. Some workflows survive a 5% failure rate and some die at 0.5%. Founders keep evaluating capability when they should be pricing failure.
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The 70/30 Engineering Audit: What to Automate and What Must Stay Human
A practical five-question audit for deciding which parts of an engineering or business workflow to automate, assist, approval-gate, or keep human-owned.
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Your Engineers Aren't Resisting AI. They're Afraid of It.
Your team isn't resisting AI out of laziness. They're afraid of being blamed for code they didn't write. The 70/30 method draws the line that makes adoption feel safe.
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Do You Need to Hire an AI Engineer, or Just Rent the Judgment?
The full-time ML hire everyone reaches for vs. what most early teams actually need. How to tell which problem you really have before you spend the headcount.
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How to Spot an AI Expert Who's Faking It
A founder's vetting checklist for AI consultants, agencies, and hires — the questions that separate real operators from prompt-jockeys with a good deck.
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What Happens When Your AI Vendor Triples the Price?
Agent software spend is exploding and pricing is unstable. Here's how to architect so a vendor's price hike or a deprecated model can't hold your product hostage.
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Fractional CTO vs. Agency vs. Dev Shop: Which One Do You Actually Need?
Fractional CTO, agency, or dev shop? One sells judgment, the others sell hands. The honest comparison — what each is good at, where each fails, and how to choose.
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What Does a Fractional CTO Cost? (And How It Compares to a Full-Time Hire)
What a fractional CTO actually costs — retainers, day rates, and projects — and how it compares to a full-time hire once you count equity, benefits, and ramp.
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Start With One Workflow: How to Pick Your First Automation
The mistake is trying to 'adopt AI' across the business at once. Pick one workflow. Here's the scorecard for choosing one that builds the muscle and proves the value.
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The Hidden Costs of AI Automation Nobody Budgets For
Teams budget the build cost and nothing else. The build is the cheap part. Here are the recurring costs that decide whether an AI project survives its first year.
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How to Calculate the ROI of an AI Agent (Without Lying to Yourself)
The ROI math everyone does for AI is wrong in a specific, optimistic way. Here's the honest version, including the costs and the one assumption that quietly inflates every estimate.
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Should You Pay Your AI by the Job, Not the Seat?
Outcome-based pricing is replacing per-seat SaaS for AI agents. When paying per completed job is a great deal for a founder — and when it quietly costs you more.
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If You Can Build It in a Weekend, So Can Your Competitor
Wrapping a model isn't a moat. Where AI actually creates defensibility for a startup — and where it just commoditizes you alongside everyone else.
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The Problems AI Can't Fix (No Matter How Good the Model Gets)
A contrarian take: the categories of business problem where reaching for AI is the wrong move, why founders keep doing it anyway, and what to do instead.
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Do You Actually Need a CTO Yet?
A straight answer for founders weighing a full-time CTO, a fractional one, or no CTO at all — and how to tell which stage you're actually in.
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5 Signs Your Codebase Is Quietly Costing You Customers
The expensive problems in a codebase rarely announce themselves. Here are five symptoms I look for in an architecture audit — and what each one costs if you let it run.
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