AI Analytics
Production Pattern

Xenith Capture

Any video URL in, structured transcript and summary out.

Xenith Capture turns a video URL into a structured transcript and summary. It extracts media from YouTube, Vimeo, TikTok, portfolio pages, and direct files using yt-dlp and Playwright browser discovery, transcribes locally with Whisper so nothing leaves your infrastructure, and produces structured LLM summaries that feed the Xenith Verdict evidence base. Part of the Xenith Intelligence Suite; useful on its own for research and media teams.

First transcripts typically within minutes of kickoff
Part of an Intelligence Suite engagement

Deployed as a scoped engagement for your stack - not a self-serve trial or live sandbox.

Xenith Capture: Any video URL in, structured transcript and summary out.

How it works

  • Universal URL support: YouTube, Vimeo, TikTok, Twitter/X, direct files, portfolio pages
  • Multi-strategy extraction: yt-dlp → Playwright browser discovery → subpath probes
  • Local transcription with faster-whisper, no Whisper API cost
  • Structured LLM summaries: one-liner, key points, chapters, notable quotes, topics
  • YouTube player client rotation for reliability across formats
  • Feeds transcripts directly into Xenith Verdict RAG for capability evidence
  • All media deleted post-job. Only transcripts and summaries persist.

Who this is for

Capturing technical depth from conference talks not reflected on your website
Turning client demos and webinar recordings into searchable internal knowledge
Feeding company capability evidence into Xenith Verdict before a fit analysis run
Building a searchable archive of sales enablement content from video assets

What's included

Typical engagement deliverables

Scoped to your stack and compliance needs. We deploy the working system into your environment and hand over runbooks - not a sandbox login.

1

First video URL processed and transcript ready

2

Structured summary with key points and topics extracted

3

Transcript indexed in Xenith Verdict knowledge base

4

Batch processing configured for your video library

See it in production

Case study

Revenue intelligence platform: weekly market and lead scoring

Read the results

From the blog

How we built a revenue intelligence platform

Read the guide

Related products

More in AI Analytics

Xenith Analytics

Plain-language questions over the warehouse, with the SQL shown for audit.

Typical connect: 2 weeks

Want Xenith Capture in your environment?

Book a 30-minute call. We'll map your use case, confirm fit, and outline a deployment timeline - no self-serve trial, no pitch deck.

First transcripts typically within minutes of kickoff from kickoff.