Templates
Complete use cases, each one an outcome, the namespace configuration that produces it, and the proof. Every template is a diagram that generates its own manifest, so what you read is what gets deployed.
Video Moderation for Training Sets
Pre-filtering at the ingest stage, before a single frame reaches training. Reduce raw footage to the subset you can defend training on: every excluded clip carries its reason, every uncertain one goes to a person, and the thresholds are yours.
- source-video
- brand-mark-refs
- person-refs
- segment-verdicts
- review-queue
- cleared-set-export
UX session analysis
Moderated sessions become a corpus you can question. The transcript is joined to what was on screen at that second, so one query reaches every session at once and returns the moment rather than the recording.
- sessions
- session-scenes
- session-transcripts
Contextual video match
An article goes in, a ranked playlist of video comes out, and every match carries the entities, keywords and categories that produced it. Both sides are embedded twice, once by a text model and once by a multimodal one, so nothing is embedded at query time and a clip in another language still matches.
- videos
- articles
- video-scenes
- scene-transcripts
- article-multimodal
- article-text
Creative DNA for Ad Archives
Search every scene of every ad you have run, and find the ones that keep earning spend
- ad-creatives
- ads-scenes
- ads-faces
- ads-text
Footage Intelligence at Archive Scale
Millions of scenes you can move through instead of search. Footage, ads and editor assets land in three clean collections, get clustered one partition at a time, and roll up into a navigable hierarchy an agent can walk.
- Footage
- Ads
- Editor assets
- Clean collections
- Per-partition clusters
- A composite roll-up
- Filtered retrievers
Single-retriever recipes you can instantiate into an existing namespace.