Product
Discovery infrastructure for modern content platforms.
One integration adds semantic search, recommendations, similarity and discovery analytics to the catalog you already run.
Architecture
Content in. Ranked intelligence out.
The loop closes on itself: every event improves the next retrieval.
Capabilities
Nine layers, one contract.
Catalog ingestion
Push items and metadata through a single endpoint, or sync continuously. Transcripts, chapters and custom fields included.
Semantic understanding
Content is embedded at segment level so retrieval can point to the exact moment, not just the asset.
Search
Hybrid retrieval combining semantic similarity, keyword relevance and metadata filters.
Ranking
Reranking with business rules, freshness, entitlements and editorial boosts you control.
Recommendations
Per-user ranked feeds from content affinity and behavior.
Personalization
Session context and long-term preference shape every response.
Event tracking
Clicks, watches, skips and returns feed the learning loop.
Discovery Intelligence
Query clusters, unmet demand and content gaps surfaced as data.
Analytics
Search success, zero-result rate, reformulations and discovery outcomes.
Your catalog already has the answer.
Help users find it.
Don't Migrate. Connect.