# Human-In-The-Loop  À grande échelle

Orchestrez des workflows d'annotation avec des pipelines multi-étapes, la gestion d'équipe et le contrôle qualité. Ajoutez des annotateurs, définissez des taux d'échantillonnage et suivez la progression.

[Voir en action](/content/demo/index.html) [Documentation](https://documentation.picsellia.com/docs/campaign)

## Workflows

### Custom multi-step pipelines

Design annotation workflows that match your quality requirements. Chain annotation and review steps with configurable sample rates.

#### Annotation Steps

Workers create initial annotations on assigned assets

#### Review Steps

Team members validate and accept/reject previous work

#### Sample Rates

Control what percentage of assets proceed to each step

### Example Pipeline

1. Initial Annotation  
   100%  
2. First Review  
   50%  
3. Final Validation  
   25%

## Task Management

### Full visibility on progress

Track every task through its lifecycle. Reassign work, manage priorities, and ensure nothing falls through the cracks.

- 234 In Progress  
- 12 To Rework  
- 1,847 Done  
- 8 Skipped

### Task Lifecycle

In Progress  
Submitted  
Done  
or  
To Rework

## Team Management

### Scale with external teams

Onboard external annotators quickly with clear guidelines. Control access, distribute work evenly, and maintain quality standards.

- Equal or weighted task distribution  
- Instruction PDFs for annotators  
- Role-based access controls  
- Bulk task reassignment

## Quality Control

### Collaborative issue tracking

Flag problems, discuss solutions, and ensure quality before assets leave the pipeline. No asset can be marked done with open issues.

#### Zone Issues

Flag specific areas with rectangular markers. Perfect for pointing out boundary errors, missing annotations, or unclear regions.

#### Image Issues

Flag concerns about the entire asset. Use for classification errors, image quality problems, or incorrect labeling approach.

Assets cannot be marked Done with open issues

- ISSUES2 open  
- Unclear boundary open  
- IMG_0042.jpg  
- Wrong classification resolved  
- IMG_0156.jpg  
- Missing annotation open  
- IMG_0089.jpg

## Analytics

### Real-time performance insights

Track time spent, monitor productivity, and identify bottlenecks. See where work slows down and fix it.

- 2.4min  
  ### Avg. Time per Asset
  Detailed time tracking for each task  
- 847/day  
  ### Team Throughput
  Assets completed by all workers  
- 98.2%  
  ### Acceptance Rate
  First-pass review approval

## Prêt à passer votre annotation à l'échelle ?

Mettez en place des workflows d'annotation multi-étapes avec revue et contrôle qualité intégrés. Essai gratuit, sans carte bancaire.

[Démarrer l'essai gratuit](/content/trial/index.html) [Demander une démo](/content/demo/index.html)