Is your shop still running on paper and spreadsheets?

Real customers, real revenue, real demand — but scheduling, invoicing, dispatch, or compliance tracking still happen by hand, on paper, or in a spreadsheet nobody else can read. That gap between a business that works and the tools running it is where AI creates real, measurable value — without changing what makes the business work in the first place.

Proof of Capability

A shop office desk split between cluttered paper invoices and a clean digital dashboard

Everything we build for a client, we've already run ourselves.

We didn't start as consultants — we started by automating our own operations first.

01Five separate mailboxes — sales, finance, ops, research, social — triage and reply to inbound mail without a person touching it first.
02A daily briefing pulls together overnight news, vendor spend, and system status before 6am, generated end-to-end, no one compiles it by hand.
03An invoice lands in an inbox, gets read, categorized, and filed the same day — no manual data entry.

Most AI deployments make work harder, not easier — that's not a hunch, it's what workers themselves report. We build the opposite: less to manage, not more to learn. You'll always know exactly which AI model your automation runs on and where it's hosted — no black box, no vendor lock-in.

What We Actually Do

One real bottleneck at a time — not a generic "AI transformation"

A dispatch system that used to run on a whiteboard. An invoice process that used to mean re-typing the same numbers three times. A compliance tracker that used to live in a lawyer's email thread. One process, working, before we talk about the next one.

We work specifically with machine shops, tool & die, metal fabrication, and contract manufacturers — not a generic "small business" pitch. That's where the outdated-admin problem is most real, and where we've done the deepest work.

A cork bulletin board of paper job tickets next to a digital schedule tablet

How an Engagement Works

Start with one pilot process

Small, bounded, provably working — before expanding. No large upfront commitment, no multi-year "transformation roadmap." Prove it on the first bottleneck, then decide together whether to go further.

We look at one real bottleneck in your shop — dispatch, invoicing, or compliance tracking.
We build a scoped automation for that one process. Nothing else changes.
Once it's provably working, we decide together whether to take on the next one.

Southeast Michigan — Oakland, Macomb, Wayne, and Genesee counties. Local, in person when it helps, not a remote call-center consultancy.

Speaking

A machinist's hands holding a freshly machined precision metal part

Practical AI for the shop floor

MJT Labs speaks to manufacturing and industrial-trade associations on AI modernization for back-office administration — grounded in the same self-use proof above, not generic AI commentary.

Speaking materials are in progress. Reach out via the contact form below to discuss a booking.

Contact

Tell us about your shop, or your event

Whether you're a shop owner considering a pilot, or an organizer looking to book a talk — one form, we'll follow up.