A workflow that transforms consumer feedback into structured insight, market analysis, and actionable product design requirements.

A data-driven insight framework using AI as a thinking partner to guide question development, research context, and formulate SQL queries.

A flexible system that processes streaming information in real-time, categorizes it, and delivers contextually relevant guidance based on enterprise knowledge bases.