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Visgift Studio — Automated video pipeline
100+ shorts produced automatically, 4 platforms
→ Business impact: 100+ shorts produced with no manual step — automated multi-platform pipeline, cadence held without a human operator.
- Client
- Visgift Studio — short-form Nollywood / FR content
- Role
- Builder & operator
- Period
- 2025 → today
- Status
- production
- 100+ shorts produced
- ×4 platforms
- ✓ karaoke captions
- ✓ synthetic voice
Business context
Produce multi-platform short-form content at high cadence with no human operator — industrialisation is the product.
Constraints
- Zero manual intervention in nominal operation
- Consistent quality
- Multi-platform cadence
- Controlled production costs
Architecture
Architecture diagram — anonymised
Components: Python · Node.js · ffmpeg · ElevenLabs
Production workflow
Every video runs the pipeline script → voice → captions → render → quality checks → automated publishing across 4 platforms.
Key architecture decisions
- Fully scripted pipeline, replayable per video
- Blocking quality checks before publishing
- Unified multi-platform orchestration
My contribution
- Design and implementation of the full pipeline
- Publishing orchestration
- Automated quality checks
Outcomes
- 100+ shorts produced automatically
- Cadence held across 4 platforms
Confidentiality
Public product — channels verifiable online.
Learnings
- Automation only counts when output quality is controlled.
- A replayable pipeline turns production into a system.
🚧 V-next — already in the works
This system ships continuously — the next stages are already on the bench. Come back to check the status, or ask the agent where it stands.
- Multi-channel monetisation — the pipeline’s next stage.