Authored Systems
Your operation isn't ready for AI agents.
Most AI deployments fail because they try to automate chaos. If your rules live in people's heads, your AI is just guessing.
The Problem
Inferred Systems
Rules are tribal knowledge. Procedures are habits. Records are incomplete. The operation works because "heroes" remember how to do it. This is the "Heroism Tax"—and it's why AI hallucinations are dangerous.
The Solution
Authored Systems
Rules are explicit. Procedures are gates. Records are structured. The operation runs on a system that survives personnel changes. AI becomes a "perceiver" that feeds a predictable engine.
The Six Primitives
The rule. Why it happens.
The steps. How it happens.
The thing being acted on.
The Economy of Structure
Intelligence is expensive.
Structure is cheap.
Most "AI Agents" are expensive because they have to think. They use massive prompts to reason through unstructured chaos. This is slow, unreliable, and costly.
In an authored system, the intelligence required is tiny. Because the primitives are defined, AI only needs to perceive.
Structure reduces the "Intelligence Tax" on every decision.
Ten Principles
Six primitives. Always six.
Every operation decomposes into Policy, Procedure, Asset, Person, Event, and Ledger. Nothing else is required. Nothing can be removed.
'Agent' is a noun that hides verbs.
When you call it an 'Agent', you stop asking what it actually does. Take it apart and you will find the same six bricks every time.
AI perceives. Humans author.
AI operates at the edges, turning messy reality into structured data. But the rules it follows must be human-written and human-changeable.
The policy is the asset.
Models are interchangeable commodities. Your specific rules for how you run your business are the only thing that adds unique value.
Architecture handles hallucinations.
Hallucinations are a property of models. Authored systems make them classification errors—caught at the next gate, corrected, and logged.
Accountability requires structure.
Trust breaks when you can't explain why a decision was made. Every automated action must trace back to a human-authored policy.
Habits aren't procedures.
If a step only exists in an expert's head, it's a habit. If it's written and enforced by the system, it's a procedure.
Structure first. AI second.
Automating chaos just makes chaos happen faster. You cannot build a reliable AI deployment on a process that hasn't been defined.
The kill-switch test.
If turning off the AI stops your operation, you have a dependency, not a system. AI should add speed, not be the foundation.
Authored beats inferred.
Inferred systems collapse when the expert leaves. Authored systems survive personnel changes. The goal is a system that works even when the hero is on vacation.
Each protocol is a test you can run on your operation today.
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