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Executive Simulator · FinOps of AI

Operation Cognitive Capital

An interactive simulator that teaches by discovery the real economy of Artificial Intelligence in companies: Why the most expensive AI no is the one that charges most for use — and how to measure what She really delivers.

You don't need to know anything about AI in the first place. Each screen has purpose, step by step and a glossary in simple language.

The central idea

When a company adopts AI, it sees only the tip of the iceberg: the usage invoice (the API). But the real cost is dominated by what is submerged — the human hours spends reviewing and correcting what the AI has produced, infrastructure and governance.

In large business software pipelines, the API is usually less than 10% of total cost. Who optimizes only the price of the token is discussing the wrong part of the problem. The simulator It leads you to rediscover that -- and invent the metric that corrects the error.

What you come out knowing

  • 📊 Read the total cost (TCO) of an AI operation — not just the API invoice.
  • 🧭 Use UI/$ (Useful Intelligence per Dollar) to compare architectural decisions.
  • 🧠 See human cost nonlinear: the fatigue of checking wrong AI (V core).
  • ⚖️ Defend Choices with evidence — including in regulated sectors (Governed UI/$).

The journey in 6 chapters

A guided investigation, from mystery to defense before the Council.

  1. 1 · The Mystery

    Where did R$ 37,000 of the AI invoice go?

  2. 2 · The Trap

    Because the AI "barata" is expensive.

  3. 3 · The Invention

    You deduce the efficiency metric yourself.

  4. 4 · Formalization

    The official formulas behind intuition.

  5. 5 · The Laboratory

    Operating the company for four quarters under uncertainty.

  6. 6 · The Council

    Defend every decision with evidence.

Rigor, not achism

🗂

11 evidence

Each concept comes with source, epistemological level and declared limitations.

📐

3 formal models

Cost-of-Pass, UI/$ and Governmentd UI/$ — the math behind the decisions.

🔗

Real references

Links to the fonts (RouteLLM, prompt caching, Context Rot and more) in the glossary.

Honest note: UI/$, V core and such are FinOps operational conventions in consolidation — directional compasses, not ISO/IEEE standards. Simulator numbers are teaching parameters, not absolute measurements.

Who's it for?

Engineers

that implement AI and want cost criterion.

Architects / Tech Leads

who need defensible standards.

Managers / Executives

who decide to budget without entering the code.

Students

They want strictness and verifiable sources.

How it works

🧭

There's always a goal

A banner on top tells you what to do. Click "How to do?" for step by step.

📖

Everything is explained

Help and Glossary translate each term into simple language.

↺

No fear of error

Back or Restart Anytime. It's a lab.

Your mission begins now

You've just been hired as the AI Architect and FinOps of Nexus Tech Corp, a company in crisis for uncontrolled use of AI. You have 24 hours to explain the break — or AI projects are cancelled.

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Executive Alert — Q3