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Hours to 2-min digest

Hours of expert content. 2-minute digest.

Monitor 5-10 selected creators. New videos detected, transcripts pulled, structured insights delivered. Never miss an expert take again.

Where it breaks today

Valuable content in expert videos and podcasts. Hours of content. Nobody has time. Insights get missed. Expert insights you never have time to watch

The fix

We monitor, transcribe, and summarize expert content into 2-minute digests delivered daily.

What we build

An agent is a stack.

01

Expert monitoring

Track 5-10 selected creators and trending content. New videos detected automatically.

  • YouTube and TikTok monitoring
  • New video detection
  • Full transcript extraction
  • Content type classification
Core
02

Structured digests

Each video summarized into a structured output adapted to the content type.

  • Interview, podcast, explainer classification
  • Key insight extraction
  • 2-minute digest format
  • Slack delivery
Module

How it works

Monitor. Transcribe. Digest.

01

Select your experts

Choose 5-10 creators and topics to monitor.

Step 1
02

AI scans daily

New videos detected, transcripts pulled, content analyzed.

Step 2
03

Digest delivered

Structured 2-minute summary in Slack. Read instead of watch.

Step 3

What it delivers

Outcomes, in weeks.

Hours of video → 2-min digest
Daily scanning cadence
5-10 creators monitored

Before → After

Video review: Hours

2-min digest

Before → After

Coverage: Missed insights

Daily automated scan

Before → After

Expert knowledge: Locked in videos

Actionable insights extracted

No lock-in

Built in your stack.

  • Video Platforms (YouTube, TikTok, Vimeo, etc.)
  • Team Communication (Slack, Teams, or your tool)
  • Runtime & Orchestration (Trinity by Ability AI)

Questions

Questions about video insights

How are digests structured?

Content type determines format. Interviews: key quotes + takeaways. Podcasts: main arguments + action items. Explainers: concept summaries + applications. Always 2-minute read max.

Can we monitor competitors?

Yes. Monitor competitor thought leaders, track their messaging, and stay ahead of market positioning shifts.

What's the time savings?

Marketing/product teams typically save 5-8 hours/week (watching + note-taking). That's 250-400 hours/year = $20K-$35K in capacity. Plus faster competitive intelligence improves positioning decisions.

How many creators can we monitor?

5-10 creators is the sweet spot. More than that creates digest overload. Focus on the experts that matter most to your audience.

Do we own the system?

Yes. You own the system. We build the infrastructure in your stack, hand over the keys, and you own it forever - no vendor lock-in.

Start here

Bring one workflow.

A 30-minute working call. We’ll map this workflow to an agent stack and tell you honestly whether it’s worth building.

Expert video insights

Hours → 2-min digest

2-minute digests from expert videos and podcasts. Monitor creators, never miss insights.