Moative
Essays from Moative on how AI changes the economics of regulated, asset-heavy industries
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Jun 21, 2026
Hello CEO! Own Your Data. Own Your AI. Own Your Destiny.
TL;DR * AI products in verticals are built in four layers: the data foundation, the platform plumbing, the product, and the use case. Venture-funded vertical AI companies are funded to build the third layer first, because that is what
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Jun 14, 2026
The AI Trap Door
TL;DR * The AI industry is obsessed with orchestration and hand-wavy about observation. A typical healthcare practice needs around 120 handshakes between a patient walking in and money hitting the bank, and the outcome needle does not move until
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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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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
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Mar 1, 2026
Inertia Meets Existential Crisis
Orgs eventually redesigned how work was done. Hasn't happened yet with AI.