AI-Powered ResearchOps Platform- Exploration ( Patent Pending 2025)
Companies lose, on average, $12.9 million per year to poor data quality and 20% of their potential revenue to uninformed decisions that could be mitigated with robust research and smarter insights. Intelligent listening is how we can transform research.
Stale research reports aren't just filing cabinet clutter—they are a systemic failure known as Insight Amnesia. This critical challenge silently sabotages product innovation, trapping valuable user knowledge in fragmented tools and static documents—the result: duplicated efforts, siloed decision-making, and a costly inability to track long-term market trends.
Personas' journey experiences gathered during interviews
This is the moment for a fundamental shift. We're moving beyond mere documentation to a Living Research System powered by intelligent listening. This paper introduces a pioneering framework for an AIPowered ResearchOps platform that ingests, synthesizes, and democratizes high-quality data across the entire organization. By grounding the system in humancentered design and a standardized, AI-driven tagging architecture, we transform scattered findings into an accessible, evolving corporate memory.
The Future Outlook
The impact is profound: This product will enable continuous product improvement, empower cross-functional teams with real-time trend analysis, and foster a sustainable research culture where every insight informs the next strategic move. This is the blueprint for how companies will achieve data-driven product vision and collaborative impact in the age of intelligent AI. Watch Product Demo
Conclusion
My work went beyond theoretical critique. I spearheaded the product design and validation for this AIPowered ResearchOps platform, an intelligent system unifying and delivering quality data to eliminate the pain of insight amnesia.
My contribution began with the foundational research paper reflecting the many years of research experience, the very document from which this vision is drawn, which served as the critical validation for the product. Crucially, I also authored the corresponding patent specification (pending).
This project is a proven case study of translating deep UX research into a high-value, protected product asset, establishing the foundational architecture for the next generation of product development.