Configurable Pipeline Design
Architectural approach to document processing pipelines that enables deployment across multiple countries and use cases without fundamental system changes. Upcoming focus area for alan-health's document processing system, building on their successful French healthcare document automation.
Core Concept
Rather than building separate pipelines for each market or document type, create a configurable system that can adapt to:
- Different country-specific document formats
- Varying regulatory requirements
- Multiple languages and scripts
- Distinct healthcare system structures
- Alternative business logic requirements
Strategic Importance
As alan-health expands beyond French markets, the ability to quickly configure their 70% automation pipeline for new countries becomes critical for scaling operations efficiently.
Implementation Considerations
- Schema flexibility for country-specific fields
- Language-agnostic OCR integration
- Configurable validation rules
- Market-specific few-shot example datasets
- Adaptable classification categories
Future Development
othman-moumni-abdou has indicated this will be covered in an upcoming article in Alan's document processing series, detailing specific implementation strategies and lessons learned.
See also
- document-processing-pipeline
- alan-health
- othman-moumni-abdou