Mill Pond Research

Company profile

Mill Pond Research company profile

Mill Pond Research develops enterprise AI infrastructure that addresses the security, integration, and optimization challenges organizations face when deploying artificial intelligence systems at scale. Founded by Peter and Andrew Shimshock, the company has established a strong foothold in the rapidly expanding enterprise AI space through its dual-product strategy. The company's flagship offering, Workbench, provides comprehensive knowledge management capabilities through a subscription-based model that has gained traction with both government contractors and commercial enterprises. Building on this foundation, Mill Pond is preparing to launch Xilos, an innovative AI orchestration platform that creates a secure environment for enterprise-wide AI deployment. Xilos differentiates through three core components: an AI firewall that enforces governance rules and protects sensitive data; an orchestration layer that connects previously siloed AI systems; and an adaptive knowledge base that continuously improves response accuracy while reducing hallucinations.