About Convergent Data
Bridging the gap between cutting-edge LLM capabilities and the rigorous reliability of regulated industries.
Our Philosophy
Convergent Data LLC was born from a simple observation across 25 years of software architecture: data without human-centric design is noise, and AI without rigorous engineering is a liability.
The name "Convergent" represents our core mission: joining intuitive, high-utility product design with production-grade Agentic AI. We believe that true business value isn't unlocked by simply querying a model, but by orchestrating multi-step workflows, implementing robust eval frameworks, and designing seamless "Human-in-the-Loop" (HITL) experiences that empower users.
Founder & Principal Architect
With over two decades of experience spanning UX Strategy and ML Engineering, our leadership brings a rare "full-stack" perspective to AI integration. As the former Founder and CTO of VC Technology LLC—a remote-first FinTech startup scaled to multi-million dollar annual revenue over 14 years—we understand the stakes of mission-critical systems.
Today, Convergent Data specializes in translating complex architectural hypotheses into revenue-generating production agents, prioritizing customer value, zero data retention (ZDR) compliance, and pragmatic delivery over technical over-engineering.