Discovery Pilot
Prove it on your catalog before you commit.
A fixed-scope engagement: our engineers index a real slice of your catalog, benchmark it against your current search and show you the results — right video, right moment.
Scope
What's included
Scope agreed in hours of content — typically up to ~500 videos.
Semantic moments
Your lessons indexed passage by passage, with timestamps.
Semantic-moment search
Learners ask in their own words and land on the exact moment.
Learner onboarding experiment
A short conversation that turns goals and gaps into Learner Context.
Personalized discovery test
The same question, ranked with and without learner context.
Benchmark report
Domico against your current search, on real questions.
Content-gap report
What learners look for that your catalog doesn't cover yet.
Evaluation
How we measure
We build a benchmark of 100–200 real questions from your catalog — exact terms, paraphrases, vague questions, multi-concept questions and questions your catalog can't answer.
Right video, near the top
Recall@5, Recall@10 and MRR against your current search.
Right moment, not just the right video
Moment Recall@K: correct video and correct timestamp range.
Successful Discoveries
Searches that turn into meaningful watching, not just a click.
If Domico doesn't clearly beat your current search, the benchmark will show it.
What we need from you
- Access to a sample of your catalog (or transcripts, if you have them).
- Someone who knows the content well.
- Real learner questions or search logs, if available.
After the pilot
If the results are there, we integrate with your stack and move to a platform subscription sized to your catalog and usage. We keep operating and improving discovery with you.
Don't Migrate. Connect.