The challenge
What I wanted to explore.
Explore a safe, reusable way to turn external data into structured information while making rules, validations and decisions explicit before anything is persisted.
Current state
Still evolving.
The import, mapping and validation foundation is evolving around predictability and a clear separation between discovery, simulation and execution.
Lessons learned
What I explored.
- Safe data transformation
- Mapping workflows
- Validation-first design
- Separation of discovery and execution