Dataverse Inc. Information

Dataverse Research designs and builds enterprise systems in which people and AI agents share the work. We connect agents to the knowledge, applications, and workflows an organization depends on. That means defining what an agent needs to understand, what it may decide or change, and when responsibility should return to a person. We build the integrations, controls, and evaluation needed to put those responsibilities into practice. Our focus is work where quality matters and mistakes have consequences. We engineer for agent fidelity: staying true to the purpose, constraints, and authority of the assignment. Our applied research in neurosymbolic AI explores how flexible model reasoning can work alongside structured knowledge, explicit rules, and software-enforced checks. Our capabilities span agentic work design, enterprise knowledge integration, agent engineering and orchestration, and private AI and model development. We support the work beyond initial deployment through evaluation, monitoring, and clear operational ownership. Microsoft’s enterprise platform provides much of our implementation foundation, including Copilot Studio, Microsoft Foundry, Dynamics 365, Power Platform, and Azure. The requirements of the work determine the architecture. Within Dataverse, people and AI agents work together under human direction and review. That experience informs how we help other organizations prepare agents for responsibility. Based in Cambridge, Massachusetts. info@dataverse.com.