Moative
Essays from Moative on how AI changes the economics of regulated, asset-heavy industries
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May 24, 2026
The Two Million Dollar Shrug
TL;DR * The same conversation keeps recurring with mid-market CEOs: a large AI budget spent over eighteen months, several vendors, a couple of pilots, a consultant retainer, and nothing in the business they can point to. * The variable that
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May 17, 2026
The Doers, The Watchers and a Two-Week Milestone
TL;DR * Three complaints about AI implementation are all true at once: the tooling is unstable, the output is hard to trust where trust is the job, and the economics of frontier and open models both have problems. AI is
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May 10, 2026
Moative Essay: The Two-Week Test
TL;DR * If the founder cannot leave for two weeks without every serious exception becoming a phone call, the business carries a fragility that shows up first in operations and eventually in price. * Founder-led companies are not shopping for
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May 3, 2026
Moative Essay: The Brownfield Tax
TL;DR * Coding agents are strongest on an empty page. Brownfield is where the tax arrives, because an old system's meaning lives off-disk. * A software system is a treaty between code, customers, finance, operations and the people
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Apr 26, 2026
Moative Essay: Earl, Tom, and The Guild
TL;DR * AI reaches most of small-business America not as transformation but as a recurring favor that slowly becomes infrastructure. * Earl's objection is not anti-AI. It is that intelligence alone does not change a market where
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Apr 19, 2026
Moative Essay: Systems of Interia
TL;DR * Production has been getting cheap in waves: code, research, decks, analytics, and now enterprise operations and design. Each wave hits a different category of knowledge work. * The selection side, the function that decides who gets hired to do
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Apr 12, 2026
Moative Essay: Enterprise Grade is Dried Spit With A Budget
TL;DR * Most organizations were built the way ants build apartment blocks. One team adds a workflow, another adds an approval, a third adds a reconciliation step, and over time the colony hardens into structure. * Functional complexity is real and
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Apr 5, 2026
Your AI readiness blindspot
TL;DR * One kind of resistance is loud: the expert who does not trust the model. The other never shows up in a meeting at all, because the person who could not wait simply built something themselves. * AI is the
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Mar 29, 2026
Users resist. But why?
TL;DR * Not all resistance to AI is about protecting a job. A large part of it is a considered judgment that the model cannot yet do the work. * The underwriter is not transcribing data. Every cell they copy by
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Mar 22, 2026
60 Days of Summer Coding
TL;DR * After twenty-three years of not writing a line of code, I wrote code almost every day for sixty days. A portal opened. Then I noticed what it was costing. * Writing code is seductive and, for someone running
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Mar 22, 2026
Find the five gaps before spending on AI
TL;DR * The distance between what AI could theoretically do and what it is actually used for is being read as a single adoption gap. It is at least five different gaps stacked on each other. * Only one of the
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Mar 8, 2026
AI Adoption: Observations from traditional industries
TL;DR * AI adoption does not move at one speed. It moves at the speed of each industry's diffusion curve, and that curve is set by asset intensity, regulation and the cost of being wrong. * The finance function