AI One provides an Enterprise Context Management (ECM) platform designed to support agentic workflows within large organizations. The company occupies the infrastructure and control layer of the agent stack, specifically addressing the challenge of fragmented data across legacy systems like Workday and Salesforce. By mapping enterprise data into a unified agentic ontology without requiring data migration, the platform allows agents to access and act upon information in its original location. This serves as a runtime environment where agents can execute complex tasks such as reconciliation and onboarding through governed tool calls.
For developers and enterprise users, AI One provides the guardrails and memory systems required for reliable agent deployment. The platform includes a control plane that enforces granular permissions on every API call an agent makes, aimed at reducing the risk of unauthorized actions or hallucinations. By championing a "data-in-place" approach, the company pushes for a model where agentic automation is integrated into existing security perimeters, allowing organizations to deploy AI tools without the need for centralized data lakes or extensive infrastructure overhauls.
AI One is pioneering Enterprise Context Management (ECM), building a platform that provides an essential context and control layer to activate enterprise data for AI applications. The long-term objective is to become the definitive operating runtime that governs, contextualizes, and executes AI-driven agentic workflows across massive, fragmented enterprise architectures—without ever needing to relocate the underlying data.
The company's unique value proposition lies in its "Data Without Migration" architecture coupled with a "Governed by Design" engine. Enterprises typically face massive friction when adopting AI because their data is siloed and infrastructure replacement is prohibitively slow. AI One resolves entities across existing fragmented systems (such as Workday, Salesforce, and on-premise silos) and maps them to an agentic ontology. This allows organizations to move AI concepts to live production environments in weeks rather than years.
Founded in 2024 and headquartered in New York City's Flatiron District, the leadership team brings specialized expertise in high-performance computing and financial systems. Co-founders Conor Twomey (CEO, formerly of KX) and Fergus Keenan (COO, formerly of Adaptive) lead a technical bench supported by Mark Sykes (Chief AI Officer) and Shaun Laurens (CTO). The company is backed by Vestigo Ventures and Nadia Partners.
AI One is establishing itself as a Category Creator in ECM. It acts as a pragmatic bridge between rigid legacy systems and emerging LLM technologies, differentiating itself from data warehousing giants by focusing on integration without migration and a compliance-first approach to enterprise AI scaling.
A context and control layer for scaling AI outcomes.
AI One is hiring.