Industrial AI & Custom LLMs
Answers are buried in manuals and history.
A private assistant that answers from your manuals, work orders and alarm history — on your infrastructure, citing its sources.
Book a 30-min operations reviewDemo · Simulated dataAsk why a machine faulted; get likely causes, next steps, and the manual pages and work orders behind the answer. (Demo: simulated responses.)
Sound familiar?
The person who knows the machine is on vacation.
Manuals are PDFs nobody can search on the floor.
The same fault gets troubleshot from scratch every time.
What we build
Assistant grounded in your manuals and procedures
Fault-history lookup (“has this happened before?”)
Cited answers with links to the source page
Runs on your servers or private cloud
Inside Ignition screens or a standalone app
No connection to control writes (read-only by design)
Private by design
Your network — nothing leaves the plant
Your manuals · procedures · work orders · alarm history
Index on your server
Local model
Answer with citations in Ignition / browser
PLC / control system
Read-only: never writes to control
Demo screens are WCG-built Ignition Perspective applications running on simulated demo systems (a packaging line, lift stations, well pads and a crusher circuit) with simulated data. Client screens remain private.
What you get, what we need from you, what you own
What you get
Working screens and apps, operator training, documentation, a measured before/after.
What we need from you
Your manuals, procedures and work-order/alarm history, one internal champion, and technician feedback while we build.
What you own
All Ignition project files, source code, databases, tag structure and documentation — no license held hostage.
FAQ
Start with the constraint
What question do your technicians ask most?
Tell us what’s costing the operation; we’ll tell you in one call whether there’s a return worth chasing.
No sales presentation required. A short conversation is usually enough to determine whether there’s a real opportunity.