PNW Restaurant Group
PNWRG Lab · What's cooking behind the scenes

Shrink the overhead. Not the humanity.

What happens when one experienced operator, working with AI, can do much of the work that normally sits inside a corporate support team?

That's the experiment. The goal isn't to replace the people who make and serve the food, it's to shrink the cost of the corporate layer, then put the advantage into better jobs, employee ownership, fair prices and the community.

We're model-agnostic, we'll use the best tool for each job, and we're open to partners who want to help build, measure or document it.

In the test kitchen

The restaurant is the point. Technology is useful when it makes the food, the economics, the work or the guest experience meaningfully better.

Demand forecasting Production planning Food-waste reduction Labor scheduling AI-assisted training Knowledge systems Customer research Menu & pricing experiments Ordering & loyalty POS & payment architecture Purchasing benchmarks Marketing automation Operational analytics Kitchen workflow Employee incentives Community participation

Start a conversation

We'd like to talk with researchers, developers, operators, founders and companies working on problems that overlap with ours. Our restaurants offer something unusual: a real operating environment to test ideas in.

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Already on the rail

One operator. A lot of AI. Most of a corporate support team.

Before opening, most of the company layer is already designed. Some of it is built and running, some is specced and waiting to be fired. We'll keep that distinction honest.

TKT #01PNWRG
Business & financial models
Unit economics · startup costs · scenarios
STATUSON THE RAIL
TKT #02PNWRG
Site selection
Criteria · custom scouting tool
STATUSON THE RAIL
TKT #03PNWRG
Menu & culinary R&D
Menu architecture · food-cost modeling · recipe system
STATUSON THE RAIL
TKT #04PNWRG
Labor & ownership design
Staffing · GM role · incentives · employee ownership
STATUSON THE RAIL
TKT #05PNWRG
Product architecture
POS · back office · app · loyalty · CRM · feedback
STATUSON THE RAIL
TKT #06PNWRG
Operating playbooks
SOPs · hiring · research · benchmarking · brand
STATUSON THE RAIL
Pull up a stool at the pass

Help make the experiment bigger, faster and better measured.

Model & assistant

Business analysis, forecasting, research and management support.

Coding & agents

POS, back-office software, scouting tools, the app, integrations.

Cloud & infrastructure

Hosting, data platform, analytics and reliability.

Research

Productivity, worker outcomes, and who captures the gains.

Storytelling

The case study, launch story or documentary.

What a partner gets
  • →A live physical business, the technology has to work outside a demo.
  • →A defined part of the company your tools can build or run.
  • →Real before-and-after evidence: time, costs avoided, labor, waste, throughput, guest behavior.
  • →A case study about jobs, ownership and Main Street, not another software company.
  • →Honest reporting on what worked, what didn't, and where people stayed essential.

This isn't a funding dependency, we're opening regardless. A partner accelerates, instruments and documents the work; it doesn't rescue it.

Tasting notes · What we'll measure

Where the gains actually go.

Productivity is only half the question. The other half is who captures it, so we'll track both, in public.

Ground rules
  • Model-agnostic by default.
  • No claiming one company built what it didn't.
  • No paid endorsement disguised as an independent conclusion.
  • Null and bad results get published too.
  • The restaurant stays a real business first, experiments never come at the expense of food, staff or guests.
01LeverageFounder hours, functions handled by one person, overhead avoided
02OperationsSales, labor productivity, food cost, waste, throughput, margins
03PeoplePay, ownership, incentives paid, retention, advancement
04Guests & communitySatisfaction, repeat visits, feedback, community participation
05The technologyWhich tools did which jobs, where humans stayed essential, where it failed
Contact

Let's talk.

We'd like to hear from people who want to work with us, restaurant operators, technology companies, researchers, community organizations, investors and development partners, and anyone with an idea we haven't thought of.

What's it about?