What this use case solves
Customer signal is rarely in one place. Product and ops teams lose hours reconciling comments, tickets, and meeting notes before they can decide what matters.
- Gather evidence across connected systems without another migration
- Produce cited findings ready for export as Markdown, PDF, or Word
- Keep every claim checkable against the original source
How a typical run looks
A PM asks for themes from the last month of customer feedback. Background research gathers authorized evidence, clusters themes, and returns a report with links back to the source records.
What to measure in a pilot
Baseline report turnaround time, manual steps per synthesis, and whether stakeholders trust the citations enough to act without a second pass.