Procedure assistant
Step-by-step answers from approved procedures, cited, at the site.
Tell us the models and the users. We return a configuration sheet and a quote.
Spec a system →Model serving, access control and monitoring on hardware you own.
See the platform →
Thirty minutes with an engineer: your workflow, your data, and whether custom AI fits.
Book a scoping call →
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.
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 data | Procedures, maintenance records, inspection reports, regulatory filings, standards |
|---|---|
| Common systems | EAM or CMMS, GIS, historians (read-only), document management |
| Hardware | cstmAI Rack centrally; Edge at remote sites |
| Rules in play | Designed to fit NERC CIP and OT security programs |
Step-by-step answers from approved procedures, cited, at the site.
What was done to this asset before, and what worked.
Reports and photos condensed into findings for engineers.
Standards, filings and commitments searchable for compliance teams.
Timelines drafted from logs and notes for review.
Applications checked for completeness against requirements.

Two weeks: pick the workflow, audit the data, size the hardware, write the evaluation set.
A fixed-scope build against that evaluation set, reviewed every week with your team.
Hardware tested on our bench, then installed and connected on your site.
Your team runs it with our runbooks, or we run it for you.
Not for control. Where operational data helps, we read it through approved gateways, read-only, under your OT security program.
Yes, on cstmAI Edge systems that run offline and sync when a link is available.
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.
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.