Enterprise
Autonomy.
Prescott Data is an AI company building the infrastructure to deploy, govern, and scale AI automation in strictly regulated environments.
Our mission is to build the next generation of safe, powerful enterprise AI at the front lines—where failure is not an option, and absolute auditability and compliance are strict capabilities.
Generalized AI tools have proven powerful in automating workflows, but adoption in regulated industries like healthcare, insurance, and finance has been fundamentally limited. They collapse under the weight of strict compliance, demand for deterministic outcomes, and human-in-the-loop oversight at scale .
These are not problems of the model; they are failures of the architectural discipline required for production.
We build the deep infrastructure required to scale AI securely—guaranteeing that every autonomous action is strictly governed, traceable, and exactly repeatable.
The team.
We are a team of researchers, engineers, and operators building reliable, powerful AI for the enterprise.
Our team comprises experienced founders who have spent more than 7 years building and deploying large-scale machine learning and data systems at organizations like Aramark and Sanku, alongside major enterprises in manufacturing and healthcare. We also include founding members who have driven strategic growth and innovation at Accenture Ventures and Capgemini.
Beyond enterprise integration, we share deep foundations in mathematics and deterministic architecture. Our core applied research has focused on Graph AI, as well as pioneering security, memory, and orchestration layers in multi-agent systems.

