cstm.ai · Custom AI hardware, software & developmentVendor-neutral · Quote onlyBuilt to spec
IND-07 · ENERGYcstmAI™ · Custom AI for · Energy & Utilities

Custom AI for energy and utility operators.

Operators run on procedures, maintenance histories and regulatory filings spread across control rooms, field sites and offices. We build AI that finds and applies that knowledge, on hardware you control, including at sites with little connectivity.

Fig. 01 · Milling and boring area, Paterson, NJ1994

Critical-infrastructure rules make outside AI services hard to approve, and many sites have poor links anyway. Rack systems in your data center and Edge systems at plants, substations or field offices keep data and models inside your perimeter.

Common builds are maintenance and procedure assistants for technicians, regulatory and standards search for compliance teams, and summaries of logs and inspection reports.

Typical projectIND-07 · ENERGY
Typical dataProcedures, maintenance records, inspection reports, regulatory filings, standards
Common systemsEAM or CMMS, GIS, historians (read-only), document management
HardwarecstmAI Rack centrally; Edge at remote sites
Rules in playDesigned to fit NERC CIP and OT security programs
Common operator builds

Procedures and history, wherever the crew is.

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Procedure assistant

Step-by-step answers from approved procedures, cited, at the site.

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Maintenance history search

What was done to this asset before, and what worked.

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Inspection summaries

Reports and photos condensed into findings for engineers.

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Regulatory search

Standards, filings and commitments searchable for compliance teams.

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Outage and incident summaries

Timelines drafted from logs and notes for review.

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Permit document review

Applications checked for completeness against requirements.

Archival photo of a two-story machine shop floor filled with belt-driven line-shaft machinery, flywheels, and gears laid out on the floor
Reel 02 · Machine shop interior, Paterson, NJca. 1890
How it's delivered

Four steps, each one signed off.

01

Discovery

Two weeks: pick the workflow, audit the data, size the hardware, write the evaluation set.

02

Build

A fixed-scope build against that evaluation set, reviewed every week with your team.

03

Burn-in & install

Hardware tested on our bench, then installed and connected on your site.

04

Operate

Your team runs it with our runbooks, or we run it for you.

FAQ

Questions we hear first.

Does it connect to control systems?

Not for control. Where operational data helps, we read it through approved gateways, read-only, under your OT security program.

Can it work at remote sites?

Yes, on cstmAI Edge systems that run offline and sync when a link is available.

How do you fit NERC CIP requirements?

We design deployment, access and logging with your compliance team. Responsibility for CIP compliance stays with the registered entity, and we document how the system fits your program.

Get a quote

Spec your system.

Tell us the models you want to run, how many people will use them and where the hardware should live. An engineer replies with a first configuration and the questions that decide the quote.

Form CSTM-Q · Quote only