Description
The insights engine currently combines multiple datasets through tightly coupled composition logic. As reporting requirements expand, maintaining consistency across derived insights may become increasingly difficult.
A more structured composition layer would improve maintainability and provide a cleaner foundation for future analytical capabilities.
Potential Impact
- Increased maintenance complexity
- Reduced extensibility
- Tightly coupled aggregation logic
- Harder future feature development
- Reduced scalability
Proposed Improvements
- Introduce reusable composition helpers
- Improve dataset orchestration
- Reduce coupling between insight modules
- Strengthen maintainability
- Improve scalability
Expected Outcome
This enhancement will simplify insights generation and improve extensibility for future reporting features.
Expected Labels
level3 NSoC'26
Description
The insights engine currently combines multiple datasets through tightly coupled composition logic. As reporting requirements expand, maintaining consistency across derived insights may become increasingly difficult.
A more structured composition layer would improve maintainability and provide a cleaner foundation for future analytical capabilities.
Potential Impact
Proposed Improvements
Expected Outcome
This enhancement will simplify insights generation and improve extensibility for future reporting features.
Expected Labels
level3NSoC'26