We envision our solution to transform qualitative research into a scalable, data-driven process by deploying AI-powered interview agents that conduct adaptive conversations, extract structured insights, and seamlessly integrate with existing workflows, enabling public and private organizations to understand people at scale with speed, depth, and precision.