Research First
Every build starts by mapping how the operation actually moves. We don't automate a workflow we haven't understood.
person About
A systems architect who built his own operating system first.
AutoNateAI is my systems practice. I'm Nathan Baker, a software engineer and business analyst who spent years mapping how data, money, and decisions move through complex organizations. Now I build conversational operating systems for the contractors, operators, and small businesses who run everything out of their own heads. AutoNateAI runs on the same system we install for clients.
Give small operators the information discipline of a big company, without making them become engineers.
Large companies pay whole departments to keep their state straight: who they know, what was promised, what's next, what's blocked. Small operators pay for it with evenings and missed follow-ups. The Operator OS gives them a structured memory, a live cockpit, and an AI they can simply talk to. The architecture is our problem.
hub Built on Ourselves First
The demo is our production system.
Every week at AutoNateAI starts with an attention graph: goals, relationships, and time-boxed tasks, reflected on every night and rerouted every morning. Prospects from networking and data scrapers land in the same graph as clients and partners. ChatGPT and Claude read and write it; coding agents extend it; the cockpit shows all of it live.
So when you get on a discovery call, you're not looking at a mockup. You're looking at the real thing running a real business, and then at yours.
diamond Values
The standards behind the work.
Systems Thinking
See the people, the information, the handoffs, and the failure points, not just the one tool in front of you.
Integrity
We'll tell you when the Operator OS isn't a fit. Numbers get labeled as sourced or estimated, never dressed up.
Owner Leverage
The measure of the system is how much it takes off the owner's head, not how many features it has.
help FAQ
Common questions
Why build operating systems for small businesses?expand_more
Because I built one for myself first. AutoNateAI runs on its own Operator OS: a weekly attention graph, prospects, clients and partners in one relationship graph, nested research memory, and a live cockpit, all operated by talking to ChatGPT and Claude. The moment it started working, it was obvious that every contractor and operator I talk to needs the same thing.
Are you an agency?expand_more
No. AutoNateAI is an architecture practice. Nathan designs the system and manages how it grows; AI agents do much of the implementation and repetitive work. That's how a small practice delivers a system a big firm would charge far more for.
Do I have to be technical?expand_more
No, and that's the whole point. You operate through conversation and look at your cockpit. The engineering and architecture are our job.
Where do you work?expand_more
With operators across the U.S., remotely, and in person when it makes sense for discovery and onboarding.
call Discovery Call · 20–30 min
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Bring me the workflow that's eating your week.
Contractors, brokerages, service firms, nonprofits: every Operator OS starts with a conversation about where the owner's attention is going.