- Problem
- Product teams accumulate customer interviews, support tickets and call recordings faster than anyone can read them, and turning that raw research into a defensible product requirements document is a manual synthesis job that eats a full sprint every time.
- System
- SharpRoot ingests interviews, tickets, call recordings and CSV exports from sources like Zoom, HubSpot, Intercom, Zendesk and Jira, extracts themes anchored to verbatim customer quotes, and generates a 7-section PRD where every claim carries an inline citation back to its source quote, file and date. Finished PRDs export as acceptance-criteria tickets directly to Jira or Linear with auto-generated story points and priority labels.
- Stack
- AI theme extraction · Citation-enforced generation · Jira/Linear export · MCP server