01 · Positioning
How the product takes on the work
NiuMa Studio connects import, AI-assisted selection, human approval, video generation, and publishing preparation in one local workspace.
Every candidate remains traceable to its source and review state, and only approved work advances to generation and publishing preparation.
02 · Context
The problem and the people
Why it needs to exist
A single long video creates a chain of transcription, highlight selection, review, captions, copy, and scheduling work that is easy to lose track of.
Who it is for
Independent creators and small teams that repeatedly turn long-form video into reviewed, multi-platform content.
03 · Core flow
Core workflow
Four key views trace the complete path from entering the product to handling the work and confirming the outcome.
- 01
Workspace
See task volume, progress, and the next point that needs human attention.
- 02
Task pipeline
Keep extraction, transcription, AI selection, and rendering in one recoverable flow.
- 03
Clip review
Adjust timing, inspect the reasoning, and explicitly approve what may be rendered.
- 04
Publishing preparation
Review files, copy, and schedules while preserving human approval for real platforms.
04 · Product views
Four views of how the product works
All four views stay visible in a masonry gallery. Open any card for a larger view and continue with the arrow keys.
Workspace
See task volume, progress, and the next point that needs human attention.
Task pipeline
Keep extraction, transcription, AI selection, and rendering in one recoverable flow.
Clip review
Adjust timing, inspect the reasoning, and explicitly approve what may be rendered.
Publishing preparation
Review files, copy, and schedules while preserving human approval for real platforms.
05 · Decisions
Three product decisions
- 01
People make the final call
AI narrows the field, while a person confirms the cut, the meaning, and whether the clip advances.
- 02
The flow must recover
Transcription, analysis, rendering, and captions resume from verified checkpoints instead of starting over.
- 03
External outcomes stay conservative
Unknown publishing results move to review; timeouts and page changes never count as success.
06 · Current state
What is complete—and what is not
The core production flow is implemented; real platform publishing still requires human login, risk checks, and account-by-account validation.
What the product changes
Every candidate remains traceable to its source and review state, and only approved work advances to generation and publishing preparation.
Source and implementation
Source links are listed above; public screens still use synthetic or redacted data only.
Portfolio boundary
This site shows redacted interfaces and product logic only. It never connects to source databases or performs real publishing, applications, sending, or payments.
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