Operator training, commissioning scripts and procedures,
built for your site's exact equipment and design.

Visum models data center equipment and how it is connected at each site, from the manufacturer's manuals and the site's design documents, and uses those models to train operators, write commissioning scripts and check procedures.

Backed by

Three products from models of
your equipment and your site.

Visum AI builds a working model of each piece of data center equipment, such as a coolant distribution unit or a UPS, from the manufacturer's manuals and drawings. The model knows every mode the unit can be in and refuses any step that is unsafe. For each site, Visum also builds a model of how the equipment is connected, from the site's single-line diagrams (SLDs), piping and instrumentation diagrams (P&IDs) and sequence of operations (SOO). From the equipment and site models, Visum produces operator training, Level 4 and Level 5 commissioning scripts, and site procedures that match how the equipment is installed.

Commissioning scripts

Visum produces Level 4 functional performance tests and Level 5 integrated systems tests from the equipment and site models. Every step carries the expected result and the exact page, specification clause or sequence of operations it comes from. Where no document gives a value, the step is flagged for you to supply instead of being filled in.

  • Built from the site's SOO for the expected response across equipment, its SLD or P&ID for which breaker or valve is operated and in what order, the project specification, and the equipment models
  • Example: an Eaton 9395 UPS functional test, 12 tests and 53 steps, each step cited to a manual page or flagged
  • Word, plus a spreadsheet export for commissioning platforms
Commissioning scripts →
Procedures

Visum produces site MOPs, SOPs and EOPs from the same equipment and site models. Every procedure is checked against those models before anyone uses it.

  • A data center runs on 800 or more procedures, including liquid cooling
  • Each one takes days for a senior engineer to write by hand
Procedures →
In development
Execution Assistant

Guides a technician through a procedure step by step on a phone, tablet, or AR glasses, built on the same equipment and site models. It enforces hold points and PPE checks in software, captures evidence at each step, and writes the completion paperwork automatically.

Express interest →
A technician wearing AR glasses gets a step number, hold point, and verification prompt overlaid on a server rack

What only Visum does.

1
Refuses an unsafe step, and cites the page
If a step is tried out of order, Visum refuses it and names the manual page that makes the order unsafe.
2
No LLM decides pass or fail
Every check runs as a fixed set of rules against the equipment and site models. The same procedure and the same models give the same result every time, so a pass cannot be fabricated.
3
Catches a second live feed
Visum checks every source that can energize a piece of equipment. If a second feed still reaches it after the isolation steps, Visum names that feed and its path.
4
Shows the downstream impact of a step
Before a step runs, see what else loses power or flow because of it.
5
Gives a correct start-up or switching order from the models
Not retyped from a procedure that may be out of date.
6
The same models feed training, commissioning scripts and procedures
What technicians are trained on and what the check enforces never drift apart.
7
Flags a missing value instead of inventing one
Every acceptance value cites its source or is marked for you to supply.

Presented at OCP Global Summit 2026 with Lawrence Berkeley National Laboratory.

OCP Global Summit 2026, Cooling Environments track
"Machine-Verifiable CDU Safety Procedures: A Worked Extraction from OCP Project Deschutes", Nauman Rafique and Marco Pritoni.
OCP Global Summit 2026, Future Technologies Symposium
"From Guided Technicians to Lights-Out AI Factories: A Machine-Verifiable Operations Layer", Marco Pritoni (Lawrence Berkeley National Laboratory), Leonardo Bachega and Nauman Rafique.
Siemens
Technology development partnership with Siemens.

Operators, manufacturers, commissioning firms and maintenance companies.

Data center operators (hyperscalers, colos, enterprise), and the staff who run the equipment
Train your staff, and get commissioning scripts and procedures, built for your site's exact equipment and design.
What they buy: training for site staff; commissioning scripts and procedures for the equipment they install.
Equipment manufacturers (CDU, UPS, switchgear)
Your equipment, modelled from your documents, to train your field staff and your customers.
What they buy: a model of each equipment line, with training, commissioning scripts and procedures built on it.
Commissioning firms
Scripts with every expected result cited to the SOO, the drawings or the manual, and every missing value flagged.
What they buy: Level 4 and Level 5 commissioning scripts from the site's SOO, SLDs and P&IDs; training for their technicians.
Maintenance and service companies
Train technicians on the exact unit before they touch it.
What they buy: training for their technicians; procedures for the equipment they maintain.

Book a demo on
your site's equipment and design.

Book a 30-minute demo of the commissioning scripts and procedures Visum produces from models of your equipment and your site.

Mountain View, CA