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LinearPRG
—— How We WorkFIG. 02 / METHOD

We build what we recommend.

Plenty of firms will hand you a strategy and a slide deck. Far fewer will build the system and stand behind it once it's running. We do both, and we're honest about which problems are worth solving in the first place.

01 / The Handoff Problem

Only

25%

Have moved 40%+ of their AI pilots into production.

Source — Deloitte, State of AI in the Enterprise 2026.

Most pilots still stall on the way to production, and the cause usually isn't the technology. It's the gap between the firm that designs the solution and whoever is left to build it. The strategy team moves on, the plan meets real data and real systems, and the work quietly stalls.

We close that gap by staying through the build.

02 / Four Stages

Four stages, one continuous team.

01

Comes as standard

Discovery

We start with your problem, not a technology. We learn how your operation actually runs, assess your data and systems, and identify where AI earns its place and where it doesn't. You get an honest read before anyone commits to a build.

02

Comes as standard

Design

We define the solution: its architecture, its scope, and what success looks like, so expectations are clear before any code is written. If the honest answer is that you don't need AI, this is where we say so.

03

Optional — you decide

Development

We build and test the system in short cycles with your team in the loop, so it stays grounded in how your business really works rather than how it looks on paper.

04

Optional — you decide

Deployment

We put the system into your operations and support the transition, focused on adoption and on performance that holds up after we've gone.

03 / You Decide How Far We Go

Discovery and design come as standard. Everything after is your call.

Comes as standard

Discovery & Design

By the end you have a clear picture of the solution and what building it would take, whether or not you build it with us.

If you're ready to build

Development & Deployment

You tell us you're ready, we give you a timeline and a quote, and once you give the go-ahead we implement it, while your team stays focused on its own work.

No pressure to continue. No plan passed to someone else to figure out. We put our name on the build because we're confident in the design.

Get Started

Let's start with your problem.

Tell us what you're trying to solve. We'll tell you, honestly, whether AI is part of the answer.