# Version B: Studio Workbench

Direction: `Castmagic x content ops studio`

This version optimizes for teams that want to turn one material source into many structured outputs.

## Product thesis

- Users should feel they are operating a content studio, not just a summarizer.
- Material ingestion is one panel inside a broader production system.
- Knowledge bases, assistants, and output assets should be visible at once.
- This is stronger for repeatable workflows and team collaboration.

## Key decisions

- `Production` becomes the emotional center of the app.
- The screen is split into material, assistant, and output zones.
- The user can see which knowledge bases feed which assistant.
- One source material can drive multiple output formats immediately.
- This layout is heavier, but it better communicates long-term business value.

## When this version is best

- Small content teams
- Agencies managing multiple client voices
- Users who need assistant governance and model routing
- Teams that value throughput over the fastest first-use experience