Podcast Ops
Ingest long-form episodes, auto-tag moments, and surface clip-ready ranges for paid + social.
Upload footage, generate timestamped transcripts, review AI-suggested topics and clip manifests, then export for ad production.
Async Processing
Queue-backed pipeline with retries and status stages.
transcribe -> clips+tags -> embeddings
Approval Workflow
Editors approve or reject tags and clip suggestions.
No auto-finalization in V1.
Discovery
Keyword + semantic search over transcript segments.
Built for reusing archived footage quickly.