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AI Consulting & Development

Put AI to work
on your shop floor.

Talk to us about your shop
Works with what you runERP · MES · QMS · PLM

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

ERPMESQuality systemsPLM & CAD vaultsCRMSharePointSQL databasesShared drivesSpreadsheetsEmail
ERPMESQuality systemsPLM & CAD vaultsCRMSharePointSQL databasesShared drivesSpreadsheetsEmail
ERPMESQuality systemsPLM & CAD vaultsCRMSharePointSQL databasesShared drivesSpreadsheetsEmail
ERPMESQuality systemsPLM & CAD vaultsCRMSharePointSQL databasesShared drivesSpreadsheetsEmail

The problem

The answers are in your systems.
Getting them out is the hard part.

Most shops have the data they need. It's just spread across five screens and a few people's heads.
ERP ↔ shop floorout of sync

“Where's my order?”

Five screens for one answer

Quotes wait on one person.

Know-how ≠ system

Tribal knowledge

Email → ERPretyped by hand

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

Ask your ERP anything.

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.

  1. 1

    Ask like you'd ask a coworker

    No reports to run and no screens to dig through. Just ask the question.

  2. 2

    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.

  3. 3

    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.

Shop Assistant
Live data
Which jobs are at risk of shipping late this week?
Illustrative demo data

Where it fits

Built into the work
you already do.

AI is most useful in the everyday workflows that keep a shop moving. Here's where we usually start.

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.

How we work

Start small. Prove it.
Then grow it.

01

Walk the floor

We start with how work really moves through your shop, not with a slide deck.

02

Pick one workflow

We choose the workflow with the clearest payoff and connect only what it needs.

03

Build it with your team

Your people test it on real jobs while we build, so it fits the way they work.

04

Support and grow it

We keep it running and add the next workflow when you're ready.

Security & compliance

Secure by default.
Compliant when it has to be.

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

What manufacturers ask us.

Ready to transform your business?

Let's work together to bring your vision to life. Contact us today to schedule a consultation with our team.