How it works

From a brief to a reviewed course, step by step.

Six stages, one workflow. The AI does the heavy lifting; you stay in control at every gate. Here is exactly what happens between your idea and a brand-locked export.

1
You provide

Describe the course

Type a one-line brief or upload your outline template. Set the audience, target length, and learning objectives. That is all the studio needs to start.

Brief
A 45-min course on retrieval-augmented generation for senior engineers. Hands-on, production-focused.
2
Generate + auto-review

Outline, graded by a review panel

The studio drafts modules and clips, then a panel of senior-reviewer AI agents grades it for teaching quality and platform standards. It keeps revising until zero required-fix issues remain - then you approve.

Outline · module 1 · approved
  • Grounding LLMs with retrieval
  • Clip 1 · Why parametric memory goes stale
  • Clip 2 · Chunk, embed, and index your corpus
  • Clip 3 · Retrieve, rank, and inject context
3
On your template

Slides built from your real deck

The studio clones your approved template and reuses its actual designed slides - swapping only the header, bullets, and icons. Every slide is then screenshot-checked against the template and its content before it reaches you.

Slide 2 · verified
Concept · retrieval pipeline

Three stages that keep answers grounded

Ingest Chunk + embed into a vector index.
Retrieve Top-k passages by similarity.
Augment Inject context into the prompt.
Verify Score faithfulness vs. sources.
4
Timed to the slides

Narration, line by line

The studio writes conversational narration mapped to each slide reveal, paced to the clip length, in a spoken voice - ready to record or voice automatically.

Narration · clip 3
“Now watch what happens when we retrieve first. The model stops guessing and starts citing - because we handed it the exact passages it needs.”
5
Studio audio

Voiced to WAV

Narration is voiced through ElevenLabs to studio-quality audio, timed to the slides - so you can drop it straight into your recording or publish as-is.

6
Review + export

Brand-locked, with a signed report

Skim, tweak inline, approve. Then download real PowerPoint built from your exact template, with provenance and a validation report embedded - proof of exactly what shipped.

Export · validation report
  • Built from your approved template (byte-verified)
  • Fonts & colors within brand policy
  • Watermark preserved · safe area clear
  • Every slide screenshot-checked
  • Provenance + digest recorded on the file

That is the whole workflow.

Start with a brief and watch it become a course you would be proud to publish.

✦ Open the studio