Tight deadline? We build and ship fast.
AI Consulting & Development
We connect AI to the systems your shop already runs, so your team gets answers and hands off busywork without changing how they work.
Connects to the systems you already run
The problem
“Where's my order?”
Five screens for one answer
Quotes wait on one person.
Know-how ≠ system
Tribal knowledge
Everyone has tried ChatGPT. But it can't see your work orders, routings, or quality records, so it never becomes part of the job.
AI on the sidelines
● A novelty
not a tool
See it work
We connect AI to your business systems and give your team a simple way to use it. Answers that used to take a report and a phone call take a few seconds.
Ask like you'd ask a coworker
No reports to run and no screens to dig through. Just ask the question.
AI checks your actual systems
It looks things up in the ERP, MES, and quality records, using the same access the person asking already has.
Get the answer, or the next step done
It answers, drafts the email, or flags the order, and shows you where every number came from.
Already in daily use at a precision electronics manufacturer, connected straight to their ERP.
Where it fits
Quoting
Today
Estimates wait on the one person who knows the routings and current material prices.
With AI connected
AI pulls the BOM, material costs, and past jobs, then drafts the quote for your estimator to check.
Scheduling & order status
Today
Someone walks the floor or checks three screens to answer "where's my order?"
With AI connected
Ask which jobs are behind and why, and get a customer update drafted in seconds.
Quality
Today
NCRs pile up in a system nobody has time to read through for patterns.
With AI connected
AI summarizes open NCRs, traces them back to lots and suppliers, and drafts the CAPA or SCAR.
Purchasing & inventory
Today
Shortages surface when a job is already on the floor waiting for material.
With AI connected
AI watches open POs against the schedule and flags what will be late before it hurts.
Customer service
Today
Simple status questions turn into internal email chains.
With AI connected
Your team answers on the spot with live order, shipping, and quality data.
Shop floor knowledge
Today
Specs, drawings, and work instructions live in folders only a few people can navigate.
With AI connected
Operators ask at the machine and get the right revision, not the one someone printed last year.
What we build
From a single assistant to agents that take work off your team's plate.
Start a projectFind where AI actually pays off
We walk your floor and your workflows, then tell you plainly where AI will help and where it won't.
Get your team using it
Hands-on training and simple usage guidelines, so it becomes part of the job instead of a novelty.
How we work
Walk the floor
We start with how work really moves through your shop, not with a slide deck.
Pick one workflow
We choose the workflow with the clearest payoff and connect only what it needs.
Build it with your team
Your people test it on real jobs while we build, so it fits the way they work.
Support and grow it
We keep it running and add the next workflow when you're ready.
Security & compliance
Connecting AI to your systems shouldn't open a hole in them. Every project starts with who can see what, where the data lives, and how it's logged. If you build for defense or aerospace, we set it up to support ITAR and CMMC Level 2 from day one.
We already help manufacturers prepare for CMMC through our cybersecurity practice, and our team is pursuing CMMC Certified Assessor credentials.
Same access, no more
AI only sees what the person asking can already see.
Everything logged
Every question, lookup, and action is recorded for review.
Your data stays yours
Never used to train anyone's models.
US data residency
Available when your contracts require it.
FedRAMP-authorized platforms we build on
AWS GovCloud & Amazon Bedrock
Models and infrastructure in AWS regions built for regulated workloads.
Azure OpenAI in Azure Government
OpenAI models served from Microsoft's government cloud.
Microsoft 365 GCC High
Collaboration and identity built for CUI and ITAR data.
Questions
Let's work together to bring your vision to life. Contact us today to schedule a consultation with our team.