Moative
Essays from Moative on how AI changes the economics of regulated, asset-heavy industries
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Oct 18, 2026
Accidental Job Designers
When a forward deployed engineer decides which steps of a workflow an AI agent will handle, they're also redesigning the job of the person who does that work today. The FDE will bring you a plan for the left side of the whiteboard. Before you approve it, ask for the plan for the right side.
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Sep 27, 2026
AI Checking AI
A small new model screened 17,000 agent commands and stopped 42 for a human to look at. Seven in eight of those flags were right. Checking used to mean calling a big model every time, so most teams checked a sample or nothing. At a two-hundredth of the cost, you can check every step.
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Aug 30, 2026
The Cost of Taking Things Out
A company can remember why everything was added and still have no theory of what it should keep. This is where subtraction becomes organizational craft: someone must see across local decisions, decide what matters now, and have permission to remove.
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Aug 9, 2026
Goodhart's Law & Wrong Measures for Agent Outputs
With people you got a warning, and it was usually free. Somebody grumbles that the target is stupid. An AI agent files no complaint. It gets better at the number, night after night, while the rework piles up somewhere nobody is looking. No alarm goes off.
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Jul 12, 2026
Instrumenting work: Avoiding expensive AI rollout
Every system of record keeps the outcome and drops the work that produced it. A model trained on records can react to a bad outcome, but it can't see why it keeps happening, because the cause never made it into the data. Prediction reads outcomes; prevention needs causes.
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Jun 7, 2026
The Pause Is a Tell
TL;DR * A lab that has always sold itself as the careful one called for a coordinated slowdown at the moment a coordinated slowdown stopped being achievable. That timing is the interesting part, not the proposal. * Watch what the labs
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May 31, 2026
The Mess Just Got Cheap
TL;DR * Every traditional industry runs two systems: the official software that handles the clean path, and the human sidecar that handles everything the software could not express. The sidecar is scar tissue, and each piece of it formed around
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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 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 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