AI researchers
- • Literature-style citations from video
- • Disagreement exploration across sources
Research workflow proof
Perplexity for engineering video knowledge.
Not a generic chatbot — structured investigations over indexed expert clips with timestamps you can cite in docs, PRs, and architecture reviews.
Open investigations (live) →Workflows we are proving demand for
- • Save investigations with notes and cited moments
- • Compare how different experts explain the same tradeoff
- • Build clip collections for team onboarding
- • Run retrieval research with eval-friendly citations
- • Study failure modes before changing architecture
- • Map MCP vs RAG vs agents with timestamped evidence
- • Team knowledge spaces over indexed engineering talks
Engineering teams
- • Shared investigations
- • Exportable clip trails for design reviews
Technical educators
- • Curriculum-grade moments
- • Topic progression across concepts