Moative
Essays from Moative on how AI changes the economics of regulated, asset-heavy industries
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Aug 16, 2026
Don't shortsell your know-how to AI vendors
An FDE's deliverable is a working outcome inside the customer's environment. An FDE's byproduct is a product. If the byproduct is not a product, you do not have an FDE. You have a contractor.
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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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Aug 2, 2026
A poem on the half-life of AI
Judgment is where the moat is. Judgment is commodity. There is no moat. There is only cash flow. Every rung was a real claim, defended by real people, funded at a real premium, correct for a few months to a few years. Then the half-life shortened again.
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Jul 26, 2026
Software is becoming malleable
Software is becoming malleable. The future isn't SaaS or services, but software users can extend themselves. Every product will become a platform with building blocks and guardrails, putting the roadmap in the hands of its customers.
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Jul 19, 2026
After Intelligence, Craft
TL;DR * The fashionable answer to AI abundance is taste. The word is too thin: it makes advantage sound aesthetic and individual, when companies are built from thousands of peculiar decisions that stop looking like decisions at all. * Every optimization
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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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Jul 5, 2026
Forward Deployed Engineers. Embrace with Caution.
Forward-deployed engineers can accelerate your AI journey, but whose interests are they serving? The biggest AI decision isn't the model you choose. It's who owns your architecture, your data, and the freedom to change course.
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Jun 28, 2026
Reliable AI vs. Coin Flip
Ask the same AI the same question twice and you may get two different answers. The difference isn't always the model. It's often how much guessing your data forces it to do. Better data doesn't just improve AI. It makes it reliable.
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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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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