Arizona · Industrial AI readiness

Your operations are ready for AI. Your systems probably aren’t.

We help Arizona and Southwest mid-market companies find where AI and automation actually pay off — without disrupting the business. Then we map it in two weeks.

See the two-week diagnosis See what we’ve shippedTempe & Los Angeles · Reply within 1 business day
01. The situation

The mess is real. The project isn’t obvious.

AI is coming for your industry. Leadership feels it. The board is asking. The hard part isn’t whether — it’s where it safely fitswithout breaking the operation that’s already paying the bills.

Walk any mid-market industrial operation and the same clutter is everywhere the work actually happens:

  • PDFs and scans nobody can search
  • Approvals living in email threads
  • Spreadsheets that are really the system of record
  • QuickBooks doing five jobs it wasn’t built for
  • Field photos stuck on phones
  • Dispatch notes on paper and in texts
  • QA and inspection reports that never reach a database
  • The one person who knows how it all really works

Most firms don’t need an AI strategy. They need someone to walk the floor and say exactly where automation pays for itself first. And where it doesn’t.

02. The region

Built for Arizona’s industrial build-out.

TSMC has committed $165 billionto Arizona — the largest foreign direct investment in U.S. history — anchoring a Phoenix “GigaFab” cluster.

Reporting points to as many as six fabs and additional advanced packaging facilities near Phoenix, backed by a finalized $6.6 billion CHIPS Act awardthat’s pulling a deep supplier and workforce ecosystem into the region.

The suppliers, fabricators, builders, and field-service firms orbiting that build-out are scaling on yesterday’s systems. Map your operations now and absorb the growth. Wait, and drown in it.

The accelerant is already here
Two-week diagnosis

Map operations now. Absorb the growth.

See the two-week diagnosis Phoenix, Tempe, Scottsdale, Tucson & statewide
03. Industries we work in

Operators who ship, build, dispatch, inspect, and transport.

We sit with the people doing the work, not the org chart. A handful of Arizona industrial sectors run on exactly the kind of edge cases software usually ignores.

Semiconductor suppliers

Quoting, traceability, and certs scaling faster than the back office that tracks them.

Construction & coatings

Inspection reports and field photos that never make it into a system of record. See the construction practice →

Fabrication & metals

Travelers, job tickets, and shop-floor status living on clipboards and whiteboards.

Field services

Work orders, signatures, and photos captured in the field and re-keyed at the office.

Logistics & trucking

Dispatch notes, BOLs, and PODs that turn into a manual invoicing slog. See the logistics practice →

Distribution & supply

Orders, receiving, and inventory reconciled by hand across disconnected tools.

Inspection & QA

Pass/fail records and corrective actions that auditors can’t trace after the fact.

04. Where AI actually pays off

Outcomes first. Then the tooling.

The diagnosis points at outcomes, not features. When AI earns its keep in an industrial operation, it usually shows up in one of these.

Document & OCR automation

The PDF, scan, and field photo become structured data the business can actually use. How we do it →

AI workflow automation

The repetitive judgment between two systems gets handled, with a human on the calls that matter. How we do it →

Internal dashboards & data sync

One real view of the operation instead of five spreadsheets that disagree.

Dispatch-to-invoice handoffs

The gap between the job being done and the job being billed stops leaking margin.

Knowledge capture

What the fifty-year-old superintendent knows becomes something the next hire can use.

05. How we figure out where to start

The two-week diagnosis.

We embed for two weeks, walk your workflow with the people who run it, and hand back a written plan you can fund — and execute, with or without us. Clarity before code. No platform pitch, no rip-and-replace.

We don’t restate the mechanics here — the price, the timeline, and exactly what’s included live on the diagnosis page.

06. FAQ

Common questions, straight answers.

Do we have to be a TSMC supplier?

No. This is for any 50-to-200-person operation that ships, builds, dispatches, inspects, or transports real things. The semiconductor build-out is the accelerant, not the requirement. If your operation runs on documents, field data, and what's in one veteran's head, the diagnosis applies.

Is this AI consulting, or software?

Neither, first. It's a diagnosis. We walk your floor and your workflow and hand back a written map of where automation pays for itself and where it doesn't. Clarity before code. Whether we build it next is a separate decision you make.

Do you work outside Phoenix?

Phoenix, Tempe, Scottsdale, Mesa, Chandler, Tucson, and statewide Arizona — plus a Los Angeles office. The diagnosis runs embedded for two weeks, then remote. We don't need to be down the street to map how your operation actually works.

What does it cost, and how fast?

A fixed fee, two weeks, a written plan at the end. The exact number and everything included are on our services page — we don't bury it. The point of the diagnosis is that you can fund the plan and execute it, with or without us.

Who owns the output?

You do. The written plan, the workflow map, the recommendations — yours, regardless of whether we build the next step. You own the deliverable regardless of next step. No lock-in, no licensing claim on your operation's knowledge.

07. Begin
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