CDI Framework
The CDI framework organizes analytical work as a pathway.
Complex data question
→ structured discovery
→ reproducible acquisition
→ validated analysis
→ defensible interpretation
→ clear reporting
→ decision support
Why a framework is needed
Complex data work often fails not because individual methods are weak, but because the workflow is fragmented.
A strong analytical system needs:
- a clear question;
- traceable data sources;
- reproducible acquisition;
- documented assumptions;
- validated outputs;
- transparent interpretation;
- communication that supports decisions.
CDI system logic
Each CDI System Guide should answer five questions:
- What problem does this system solve?
- What inputs does it require?
- What workflow does it follow?
- What outputs does it produce?
- How can the outputs support interpretation, reporting, or decisions?