AI-native media operations

Turn long-form media into a production pipeline.

Segmentra is an autonomous media production agent that understands long-form video, finds the moments worth publishing, plans the edit, packages each asset, and coordinates the path to distribution.

Private beta · Built for creators, podcast networks, and lean media teams

One agentic workflow

From raw conversation to publish-ready media.

Segmentra treats content production as an orchestration problem. The model reasons over the whole source, makes editorial decisions, then invokes specialized tools to execute the production.

01 / Ingest

Understand the source

ASR, speaker structure, topics, narrative arcs, entities, and context are normalized into one production brief.

02 / Reason

Find what matters

Claude scores candidate segments for novelty, clarity, retention potential, context needs, and channel fit.

03 / Plan

Design the asset

The agent creates hooks, cut boundaries, explanatory cards, pacing instructions, titles, descriptions, and thumbnail briefs.

04 / Produce

Use the tools

Rendering, captions, image generation, audio processing, QA, and format adaptation are coordinated automatically.

05 / Publish

Ship everywhere

Assets are packaged for horizontal video and Shorts, then routed into channel-specific publishing workflows.

Claude at the core

The model is the producer, not a text box.

Segmentra uses Claude as the persistent reasoning layer across the pipeline: editorial judgment, planning, tool choice, output review, and recovery when a step fails.

Long-context editorial reasoning

A strong cut can depend on something said 40 minutes earlier. Segmentra reasons over the source as a whole instead of treating every transcript window as an isolated chunk.

Transcript understanding Segment ranking Narrative continuity Tool orchestration Production QA Metadata generation
The goal is not “generate me five clips.” The goal is a system that can decide what is worth publishing, explain why, execute the production, and verify the result.

Designed for agentic production

Each run is a sequence of decisions and tool calls with checkpoints. Specialized services do the mechanical work; Claude keeps the editorial intent coherent from source to output.

Analyze
Claude
Plan
Claude
Render
Tools
Review
Claude
Publish
Tools
Built for modern media teams

More output without turning your team into a content factory.

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Podcast networks

Convert long episodes into coherent, branded clips and Shorts without manually scrubbing every hour of footage.

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Creator portfolios

Operate multiple channels with distinct editorial rules, visual systems, metadata strategies, and publishing formats.

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Lean media teams

Use one production agent to coordinate analysis, editorial planning, rendering, QA, and distribution across the stack.

Private beta

Build a media operation that runs like software.

Segmentra is currently being developed and tested on real production workflows. We’re focused on the reasoning layer that turns raw long-form media into repeatable, publish-ready output.

Private beta opening soon