I describe what I want to extract or aggregate, and AI helps shape it into a working query. It’s both a tutor and a second brain for thinking in relational logic, showing how questions translate into data operations.
When results aggregate from multiple models, design the data layer for comparison, de‑duplication, and disagreement handling. Add a validation pass that reconciles conflicts and flags claims for verification.