Not a dev shop
Dev shops build to your spec. We build to expertise, and help write the spec worth building.
The next generation of great American companies is being built right now.
We make sure you will be one of them.
We're an AI Accelerator. We take the people who know an industry best and build them software the rest of the field can't.
From the accelerator / Coldread
Built here · coldread.dev
Coldread.dev
Coldread tests campaign messaging against real voter data before you send it.
Paste a draft, pick an audience, and get a first read in a minute: trust risks, voter objections, and ranked rewrites. A preflight check for ~$0.15, where research takes twelve weeks.
First read · 1,200 simulated voters
score: 7.1 / 10
would vote: 54%
primary objection: sounds like a talking point
Top edit
Open with the local fact, then the ask;
cut the slogan in line two.
~1 minvs 12 weeks
Real dataactual voter file
MITbenchmark
What it gives you
- Voter reaction How a message lands with a real audience before it goes out.
- Objection map The trust risks and objections that quietly cost votes.
- Ranked rewrites Concrete fixes, plus a voter room for follow-up questions.
01 / A new kind of partner
PeachStateAI is an AI Accelerator.
We partner with the person who knows an industry cold, turn that expertise into a product, and build, operate, and extend the AI software that didn't exist before.
Not a no-code agency
Agencies wire up other people's tools. We engineer software that holds up in production.
Not a model vendor
Vendors sell access to a model. We turn the best models into a real product.
The accelerator spine
An expert, a senior AI team, and the shortest path from knowledge to shipped software.
02 / The problem
The problem is not the models. The models are extraordinary.
Generic AI fails inside real companies because it doesn't know the work. The expertise that makes a decision correct lives in someone's head, not the model. Close that gap and the software is state of the art. Skip it and you get another pilot that dies at day 90.
0%
of companies are "future-built"
capturing roughly 5× the AI revenue gains of peers. BCG, Build for the Future 2025.
That gap is where state-of-the-art software gets built, or never does. An accelerator exists to close it.
03 / The model
You bring the expertise. We bring the AI engineering.
The best vertical AI comes from one combination: a person who knows the work down to the edge cases, and a team that turns it into a product. We supply the second half and obsess over the first.
The expert
Years of judgment and edge cases. The part no model has and no outsider can fake.
The engineering
Frontier models, agentic systems, data pipelines, evals, and production discipline.
The product
Software that encodes the expertise and scales it across your industry.
04 / Partners
Built with experts. Shipped as software.
A few of what we're building:
Legal
EntityPRO
The AI law firm that takes a company from formation to IPO, built with former Wilson Sonsini attorneys.
Public safety
Meba
AI for the 911 center: triage calls and route the right service faster, when seconds decide the outcome.
Politics
Coldread
Test campaign messaging against AI agents simulated from real voter data. A first read in a minute, not twelve weeks. coldread.dev
Enterprise AI
Nakam
Run fleets of AI agents inside secure, enterprise-grade environments, where the data can't leave. marketing.nakam.dev
Consumer
WtfWerks
Fun personalities for inanimate objects, released as limited, Supreme-style drops.
Space & robotics
Coruscant
An AI space startup building the robotic systems for what gets built and serviced off-world.
05 / How we build
Four stages. From expertise to shipped software in months, not years.
No strategy decks. No billable hours. We move fast and end with a real product in production.
01 / Partner
We find the expert and the problem worth building.
A sharp product thesis: the wedge, who it's for, why software is the answer. We only take what we believe in.
02 / Design
We translate expertise into a product.
Workflows, edge cases, and judgment become a spec, a data plan, and an evaluation set.
03 / Build
Forward-deployed AI engineers ship state-of-the-art software.
Frontier models, agentic systems, real infrastructure, evaluated against the expert. It runs in production or it isn't done.
04 / Scale
We operate it and extend it across the industry.
Monitoring, retraining, new surfaces, new customers. Where one product becomes a category.
06 / Who we build with
Experts who can see the software that should exist, but don't have the team to build it.
The expert
You know your field cold, and you can see exactly what AI should do for it.
Years of judgment and a clear idea. What's missing is a senior AI team to build it. That's the half we bring.
The operator
You run a business where generic AI keeps falling short because it doesn't understand the work.
Off-the-shelf tools don't fit how your industry runs. You want software built around your expertise, not someone else's product.
The posture
You want a partner who ships production software, not a deck or a dying pilot.
We build, run, and extend the real thing. No strategy slides, no licensed tools, no hours. If that's not what you're buying, we're not the firm.
07 / What the research says
This is not a hype problem. It is an expertise problem.
The research converges on one conclusion: the models work, the integration doesn't. Teams that build with real domain expertise compound. The ones that don't, don't.
- 42%
- of U.S. companies abandoned most AI initiatives in 2025, up from 17%. S&P Global Market Intelligence.
- 60%
- of companies report minimal material value from their AI programs. BCG, Build for the Future 2025.
- 88%
- AI POC failure rate: for every 33 POCs launched, 4 reach production. IDC / Lenovo.
08 / Thought leadership
We publish what we learn.
The Implementation Gap
The gap between what models can do and what companies can absorb, and the decade that decides who compounds.
The Vertical AI Index
Where AI software is landing by industry, with impact ranges and time-to-value from real builds.
Why most AI pilots fail at day 90
Five failure modes in the enterprise AI research, in plain language, with the fix for each.
09 / Your move
The next generation of great American companies is being built right now.
If you know your industry cold and can see the software that should exist, we make sure you're the one who builds it.
An intro call is free and remote. We'll tell you honestly whether your idea is one we can turn into state-of-the-art software. We don't take projects that don't fit.