Moative
Essays from Moative on how AI changes the economics of regulated, asset-heavy industries
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Nov 8, 2026
Your AI Was Scoped for 2024
Intelligence of this kind will never be more expensive than it is today. Yet most of the systems we see were built as if it were scarce, with every task cut down to fit a weaker and costlier model. When the vendor swaps in a newer model, the newer model inherits the same narrow scope.
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Nov 1, 2026
The AI kill job: Capital, Dubious ARR, & a sparkling sales engineer
Solve the revenue cycle end to end for three health systems and you own an asset. The next seven clients become a high-margin, high-revenue rollout. Solve one isolated step for one customer and you own a project.
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Oct 25, 2026
The security debt crisis
The cost of building enterprise software is plummeting. But the cost to fix legacy software is going to increase drastically. It is not that vulnerabilities didn't exist. The cost, expertise, and time to explore these vulnerabilities have fallen down dramatically.
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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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Oct 11, 2026
What AI vendors sell is becoming free
Building AI used to mean writing down forty steps and twelve exceptions. Now you write a goal and a grader. The workflow that took vendors six months to map, a model finds before lunch. What is left to own is the dullest data in your company: the record of what went right and wrong.
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Oct 4, 2026
The Department Is the Last Legacy System
We're replacing workers with AI, but the AI is doing work whose boundaries were drawn by the limits of the department it sits in. A century of management science asked how to make the worker productive. Nobody has asked what makes the department redundant.
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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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Sep 20, 2026
AI for Complicated is not AI for Complex
Healthcare billing is miserable. It is also finite. Ten thousand codes, four hundred payers, all of it learnable by a smart enough brain. Yet every vendor calls it complex, because complex supports a premium and complicated supports a statement of work.
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Sep 13, 2026
FDX: The executive that FDEs need to meet
AI adoption needs more than Forward Deployed Engineers. It needs Forward Deployed Executives: industry veterans with the scars, judgment, and institutional memory to know not just how to automate a workflow, but why it exists in the first place.
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Sep 12, 2026
The Dawn of Enterprise Agency Engineering
The next challenge for enterprise AI isn't intelligence, but agency: deciding what AI can see, remember, decide and do, and who is accountable. As models grow smarter, enterprises must engineer how machines safely act within the company without giving away control.
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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 23, 2026
Your IT Department should not be in the IT room anymore
Your IT department should not be in the IT room anymore. IT departments have to be replaced wholesale by AI departments. They have to be managing intelligence and maintaining it, sitting on the shopfloor, not in the IT rooms.