# All talk, no traction

**Leo AI product whitepaper · 2026**

Web version: https://leo-ai.io/whitepaper · PDF: https://leo-ai.io/leo-ai-whitepaper.pdf

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## 01 · Problem statement

Your team records hours of podcasts, webinars and interviews. Most of it never reaches the feed, and what does get posted can't be tied to pipeline.

> "I like the video, but I don't know what to do with it."
>
> **Eric Solomon** · The Human OS (ex-YouTube / Google)

Google · YouTube · Company Ventures · UK Startup Awards

*Photo: Rho's podcast, mid-recording.*

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## 02 · Product overview

### The long and Shorts of it

*Agentic social media*

#### ROI indicators

- **Increasing share of voice.** Viral video with **4k views** in the first few hours.
- **Growing owned audience.** New Instagram page with **3k audience**.
- **Cutting production time and cost.** Data-driven editing, done by agents. CapCut, Descript, DaVinci Resolve, TubeBuddy and Premiere Pro, replaced by Leo AI.

#### How it works

| Stage | What happens |
|---|---|
| **In** | **Video Archive** from Google Drive or Dropbox. |
| **Make** | **Indexed videos:** transcript, frames, context. **Signals:** trends and target posts. |
| **Agent loop** | 01 · Draft: **Clipping** → 02 · Compare: **Color Grading** → 03 · Iterate: **Graphics** |
| **Publish** | **Always-on scheduling** to Instagram, YouTube and LinkedIn. |
| **Refine** | **Conversion ROI** alongside Sprout Social, Hootsuite and Buffer. Conversion ROI feeds back into Signals. |

> "This is so cool."
>
> **Kyle Finck** · News Partnerships, YouTube, on Leo AI's channel strategy

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leo-ai.io · Book a demo: https://leo-ai.io/see-a-demo.html