The Operations Layer
for AI Factories
We connect a facility's procedures to the equipment they operate on and the safety rules they must satisfy, so that knowledge does not live in one engineer's head or one static document. Procedure Studio is the first product built on that connection.
"Operations knowledge for AI factories lives in the heads of the senior engineers who have run the equipment for years, scattered across vendor manuals, drawings, commissioning reports, and safety standards that share no common vocabulary. AI factories are scaling faster than the people qualified to run them. Our vision is Software Defined Operations: one connected system covering every procedure, isolation point, interlock, and safety rule for a facility, so that knowledge can be verified, transferred between sites, and kept current as equipment and standards change."
"Visum AI is connecting the procedures, equipment, interlocks, isolation points, and safety standards that run an AI factory into one traceable system. Procedure Studio is the first product built on that connection. It crafts complete, site-specific MOP, SOP, and EOP sets grounded in your equipment manuals, single-line diagrams, and safety standards, with every step cited to the manual page, standard clause, or drawing behind it. Engineers review and approve each draft. We are extending the same work to liquid cooling and 800VDC infrastructure, the technology data centers are building today with the least written guidance."
Helping define the operations
layer, not just build on it.
We are working with standards bodies, national labs, and hyperscale operators to give AI factory operations a shared, open vocabulary, the same way Brick did for building automation a decade ago.
Built by people who have
done this before.
PhD in Electrical and Computer Engineering from Purdue University, specializing in computer architecture and operating systems. Worked 16 years at Google on storage IO scaling and baremetal cloud services. Led cross-functional teams and managed enterprise customer relationships.
Tech leader with 20+ years developing AI systems and high-performance computing. Built computer vision solutions for robotics and autonomous systems. Founded multiple incubation teams at Microsoft and Amazon. Contributed to numerical linear algebra libraries at IBM. PhD in Electrical and Computer Engineering from Purdue University.
Deep expertise across
every dimension we need.
Mission-critical operations leader with 23+ years in data centers, nuclear energy, and utility-scale power. Spent nearly nine years at Google in data center operations. Currently Director of Critical Environments at Upchurch and Co-Founder of Method Xperts.
Technology executive leading monetization at OpenAI. Founded Jams (acquired by OpenAI). Former VP of Creators and Monetization at Meta. PhD in Computer Science from Purdue University.
Associate Professor at University of Florida specializing in computer vision, robotics, and AI with focus on real-world applications.
See it on your
own procedures.
Book a 30-minute demo. Bring an equipment manual or single-line diagram, and we will show you a generated draft against your own site.