Domico for Learning
Understand the content. Understand the learner. Connect both.
Domico connects your video catalog with each learner’s context, so every learner finds the right content at the right moment — inside the platform you already run.
Before and after
Four levels of navigation, or one question.
Today
With Domico
POST /v1/search
Growth Finance — Lesson 18
“CAC, churn and payback — CAC alone doesn’t tell the full story.”
12:43
94% relevance
Unit Economics — Lesson 07
“Payback period stretches as retention drops, which means…”
31:18
87% relevance
Illustrative demo · sample catalog
Connect your catalog
Your stack stays. We connect to it.
Videos stay in your CDN and player. Send IDs, metadata and transcripts — or signed media URLs if you don’t have transcripts yet.
{
"externalId": "lesson_18",
"title": "Growth Finance",
"videoUrl": "signed-or-customer-url",
"transcriptUrl": "optional",
"metadata": {
"course": "Growth",
"module": "Unit Economics"
}
}{
"item_id": "lesson_18",
"segment_id": "lesson_18:763:895",
"start": 763,
"end": 895,
"title": "CAC, churn and payback",
"context": {
"course": "Growth Finance",
"module": "Unit Economics"
}
}Semantic moments
Not the whole video. Not blind chunks. The moment.
Each lesson is split into meaningful passages with start, end, topic and course context — so a question can land on 12:43, not on a 50-minute file.
Conversational onboarding
Instead of a long form, a short conversation.
“I want to learn paid media. I already know Meta Ads basics, but I struggle with metrics and knowing whether a campaign is actually profitable. I’m starting an agency.”
- 01The learner writes or speaks naturally.
- 02Domico asks 2–5 targeted follow-up questions.
- 03Domico summarizes what it understood.
- 04The learner confirms or corrects.
- 05Context is used for retrieval and ranking.
Voice is one way in, not a separate product — it feeds the same Learner Context.
Learner Context profile
Structured context, with the evidence kept apart.
{
"goal": "manage profitable client campaigns",
"experience": "beginner_intermediate",
"known_topics": ["Meta Ads", "campaign setup"],
"learning_gaps": ["CAC", "LTV", "ROAS", "profitability"],
"business_context": "starting an agency",
"preferences": {
"practical_examples": true,
"concise_explanations": true
}
}Declared
What the learner says they know.
Observed
What searches, watch time, skips and repeats suggest.
Demonstrated
What quizzes and exercises verify.
Inference is never presented as verified knowledge.
Personalized discovery
Same question. Different starting point.
Illustrative example
Learner A
Complete beginnerGrowth Finance — Lesson 03
04:10
What CAC is and how to calculate it
Learner B
Already runs Meta AdsGrowth Finance — Lesson 18
12:43
CAC, churn and payback
The learning loop
Every session makes the next one better.
Outcomes
What we measure in a pilot.
Successful Discoveries
Searches that end in meaningful watching, not just a click.
Time to content
How long a learner takes to go from question to the right moment.
Search success rate
Share of searches that lead to a result the learner actually uses.
Reformulations & zero results
Where learners had to rephrase, or found nothing.
Learning gaps
What learners search for that your curriculum doesn’t cover yet.
Scope
Infrastructure, not another LMS.
Not a chatbot tutor · not an LMS · not a course-authoring tool · not a quiz platform · not a player · not your student database of record.
Your catalog already has the answer.
Help users find it.
Don't Migrate. Connect.