AI One has raised $7 million in Series A funding, bringing its total capital secured to $11 million as the company ramps up work with Fortune 500 enterprises adopting AI at scale. The announcement was made by co-founder and CEO Conor Twomey, who said the new financing will help organizations move beyond pilots and begin treating AI as critical infrastructure.
The company was founded on the belief that enterprises should not have to rip out or rebuild legacy systems to benefit from modern AI capabilities. Twomey noted that many organizations continue to struggle with scaling AI programs due to data estates that were never designed for agentic systems—leading to brittle prompt workarounds, isolated RAG projects, and manual data stitching by internal teams.
AI One’s platform serves as a context and control layer that integrates with approved enterprise systems, assembles the relevant data for each task, applies business rules before any action is taken, and records the process for full auditability. According to the company, deployments have already delivered significant operational benefits across major clients in finance, insurance, and healthcare, including 50% lower AI costs, a 28% increase in accuracy, and 99.5% fewer policy violations.
The fresh funding will support further product development as AI One aims to help enterprises convert proof-of-concept efforts into measurable operational gains while maintaining safety and compliance at scale.
Twomey credited Axios reporter Chris Metinko for breaking the story and Charlie Taylor of Business Post for additional coverage, and thanked investors Nadia Partners and Vestigo Ventures, along with the company’s team and customers.
He added that he is eager to hear from leaders navigating the gap between AI hype and practical enterprise impact and invited organizations to share their experiences.
