ControlAI — how it works

This is an explanatory document about the ControlAI product: what it is, how the whole flow works from camera to report, what the system can do, and who benefits from it and how. The goal is that after reading it no questions remain about exactly how ControlAI works.

Who it's for

For everyone who needs to understand the product as a whole: - owners of learning centers — to see what it's for and what it delivers; - investors and partners — to understand the product and its value; - new team members — to get up to speed quickly.

How this document differs from the others

Here it's about the product in plain words: what it does and why. Deliberately without technical details ("how it's built inside") and without the business side (pricing, market). This is a standalone document — it can be read in full and independently.

Table of contents

A. Introduction 1. What ControlAI is 2. Why ControlAI is needed

B. How it works 3. The journey of one lesson — from camera to finished report 4. What ControlAI can do 5. Metrics and what they mean 6. How the teacher rating is calculated 7. Reliability: no lesson is lost

C. Where it lives (the admin panel) 8. Inside the admin panel — overview and role instructions 9. Examples of results

D. Who benefits and how 10. Value for everyone 11. A day in the life

E. Rollout 12. What's needed from the center 13. How we roll out (onboarding)

F. Trust, boundaries, future 14. Privacy and trust 15. Boundaries: what it does NOT do 16. Roadmap

G. Reference 17. Glossary

How to read it

• In order — for a complete understanding of the product from start to finish.
• By chapter — if you need something specific (for example, "how the rating is calculated" or "what's needed from the center"). Chapters are linked together, and unfamiliar terms are collected in the glossary.

The note "(roadmap)" throughout the text means that the feature is technically feasible but not yet implemented — everything like that is collected in the Roadmap chapter.