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Glossary

A short dictionary of terms that appear in this document, explained in plain words.

Term In plain words
ControlAI A system that automatically analyzes every lesson from camera recordings and shows the result in the admin panel.
Admin panel A website where center staff log in under their role and see reports, metrics, and management tools. The main (and only) interface of the product.
Speech-to-text Turning what was said during the lesson into text.
Speaker attribution Splitting the recording into utterances: where the teacher spoke and where the students did (and how much).
Transcript A text transcription of the lesson — who said what, with timestamps.
Metric Any measurable indicator of a lesson: talk-time balance, number of questions, silence, etc.
Talk-time balance How much time the teacher spoke versus how much the students did.
Target-language ratio What portion of the lesson was conducted in the target language (for example, English) and what portion in the native language.
"Lesson DNA" A colored timeline of the lesson: how time was distributed (teacher / students / questions / silence / group work).
Rubric (observation form) A list of lesson-quality criteria the center uses to assess lessons. ControlAI fills it in automatically.
AI-nazoratchi / method compliance The part of the product that checks the lesson against the center's rubric and methodology — instead of a manual "supervisor."
Topic coverage What from the planned curriculum has already been covered, what partially, and what not yet.
Teacher rating An overall score of the teacher's work (up to 5), assembled from factors: talk-time balance, questions, language, punctuality.
Rating factor One of the components of the rating, with its own weight and explanation.
Skills radar A "star" of 5 axes showing the teacher's strengths and weaknesses (the four rating factors plus engagement).
Coaching buckets Automatic sorting of teachers into "reward / support / observe."
Churn risk An estimate of how much a group is at risk of losing students.
Headcount (attendance) How many students were in the classroom — counted from the video.
Punctuality How on time the lesson started and ended relative to the schedule.
"Did not take place" (no_show) A lesson that effectively never happened (no one showed up). It is not analyzed and not billed.
Operations (ops inbox) A panel section listing current problems (camera offline, no audio, failure, etc.), each with an action.
Coverage (SLO) An indicator of what share of lessons were recorded and processed on time.
NVR/DVR (video recorder) The center's device onto which the cameras record; ControlAI pulls the recordings from there.
Voice ID A voice sample that lets the system distinguish a speaker more accurately. Teachers record it already today; student recognition is on the roadmap.
Dashboard The main summary screen with key indicators and a "Needs attention" feed.
Branch A separate division of a center. A network may have several branches.
Consent A teacher's or parent's permission to record and analyze lessons. Part of onboarding.

The main point: this dictionary is a cheat sheet to the rest of the chapters. If you come across an unclear term somewhere, it is most likely explained here in plain words.

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