Case Study - New accounting standard? Ship it in weeks, not months. Zero code.
Designed a parameterizable document intelligence system where new product variants are configured via JSON templates. Business teams launch new document workflows without engineering changes.
- Domain
- Platform Engineering / RAG
- Year
- Service
- Platform Engineering, Configuration, RAG
The problem
A new accounting standard means new document types, new extraction rules, new validation logic, and new output formats. In most organizations, that's a 3-6 month engineering project every time.
The real cost isn't the engineering hours — it's the opportunity cost. While engineering builds the next variant, the business waits.
What we built
A parameterizable document intelligence platform:
- JSON template system defining document schemas, extraction rules, and output formats
- Business-configurable workflows — new document types without code changes
- Validation engine driven by configuration, not hardcoded rules
- Versioned templates with rollback capability
- Evaluation integration — each new variant gets its own test suite automatically
The platform separates what changes (document types, rules, formats) from what doesn't (ingestion pipeline, retrieval, generation, audit trail). New variants are a configuration exercise, not an engineering project.
- Platform Architecture
- JSON Templates
- Configuration-driven
- Versioned Workflows
- New variant launch (was months)
- Weeks
- Code changes per new variant
- Zero
- Template-driven configuration
- JSON
- Test suite generation per variant
- Auto