01
Attest
A person classifies the source's rights and, only for Tier 1, clears it. Nothing moves until they do.
A directed studio for academic course video
Licensed material in. Measured course video out.
TSES Media Factory is not a video generator. An AI production director plans each lesson as scenes, chooses the treatment the teaching needs, sends every scene to the engine that owns it — and measures the finished cut against the destination platform's specification before anything can be published.
How it works
02
Understand
The source is transcribed and its knowledge extracted — what it actually teaches, not what it is about.
03
Architect
Knowledge becomes a course, then lessons, then scripts written for the ear rather than the page.
04
Direct
Each lesson is planned as scenes, with the treatment chosen by what the teaching needs.
05
Produce
Every scene goes to the engine that owns it. Only what is missing is rendered.
06
Measure
The finished cut is measured against its destination. Output that misses the spec cannot be published.
What the system refuses to do
I
Treat a claim as a fact
When a source publishes “CC-BY”, that is a third party's assertion about someone else's work. It is shown as a claim to verify, and it never pre-fills the licence field a person has to complete.
II
Substitute a treatment
Four treatments have no acceptable fallback. If a lesson needs a screen demonstration, a talking head is not a smaller version of that — it is a different lesson, so the scene stops and asks for a person.
III
Invent a number
A success rate with no settled runs prints an em dash, not zero. A stage that was never built reports ∅, not idle. Costs are counted in provider units, because nothing here converts them to currency.
IV
Publish unmeasured work
Delivery status is derived from measuring the file — resolution, frame rate, loudness, captions — never accepted from whatever asked for the render.