Preston AI — process-first AI for manufacturers

AI, implemented.

We find the processes that slow your operation down and rebuild them with AI. We start on the floor, not in a slide deck, and we stay until it's simply how your people work.

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What we do

Three ways in, one outcome: AI that actually runs.

We don't spread thin across every possible use case. We find the few processes where time and money leak out, go deep there first, and expand from proof, not a broad rollout that touches everything and moves nothing.

01 · Coach

Coaching

Hands-on coaching for leaders and power users, from the front office to the plant floor. The goal is the judgment and fluency to run AI day to day, not just sign off on it.

02 · Build

Implementation

We map how the work really flows, then build AI into it: setup, integration with the systems you already run, and support once it's live. Still running on paper? We start by getting you digital.

03 · Outcomes

Agentic Outcomes

We pick the highest-leverage tasks in your operation and go deep, tuning and managing AI agents against real metrics so results keep improving after go-live instead of plateauing.

Where we start

Start with one process that hurts.

Most manufacturers don't need an AI strategy first. They need one painful process fixed, so everyone can see what works. These are the usual places we start.

Quoting

Faster, more consistent quotes

Pull drawings, past jobs and pricing together so estimators spend their time on judgment, not hunting for information.

Know-how

Plant knowledge on tap

Capture what your most experienced people know and make it searchable before it walks out the door.

Paperwork

Less paper, fewer re-keys

Turn travelers, inspection sheets and forms into usable data, starting with a photo, not a big digitization project.

Back office

Support that scales

Take repetitive work off purchasing, scheduling and customer service so a small team can handle more.

How we work

Built for how operations actually run.

On the floor, not in a deck.

We start by learning how quotes, jobs, quality and maintenance really move, then put AI where the time leaks out.

Weeks, not quarters.

Every engagement starts with one working use case. We scope small, move fast, and expand from proof.

Experienced builders.

Our team pairs 40 years of manufacturing operations experience with deep skill in applying new technology to real processes. No junior bench, no handoffs.

You own everything we build.

Systems, workflows and know-how transfer to your team by design. Our job is to make ourselves unnecessary.

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Where it started
Our story

Preston is a street, not a metaphor.

Before this was a company, it was an address: the place where the idea started, long before there was a client, a deck, or a name for any of this.

The dot in our mark carries that with it. At a glance, it reads as a signal, a node in a system, fitting for what we build. Look closer, and it's a coordinate: a fixed point, the way every real improvement starts somewhere specific (one process, one line, one team) instead of nowhere in particular.

We kept the name because it's the opposite of a generated one. It means something to us, even if the reason stays ours.

Let's fix what's slowing you down.

Tell us where work gets stuck in your operation. We'll tell you honestly whether AI can help, and what it would take.

hello@preston-ai.com