Custom AI OS

It starts with a map

Once the foundation is solid, the fun part begins. Create a map of every action taken inside your business. How does each action impact the other parts? What are the data sources? What is the scope? What is the best possible result from each individual action? What about the business as a whole? How much do you want to be in the loop vs letting the agents execute? What are the second and third order effects of each action? Our custom internal agents are designed to build this map quickly in tandem with our expert team members.

This map goes deep. We trace your most complicated custom workflows, preferences, the rules that only exist in your head, and the way you handle weird edge cases. The mapping turns your tacit knowledge, company history, and systems into a useful foundational layer that we can build an AI OS on top of.

Every action gets a ceiling and a fence

Once the mapping is complete, we identify the entitlement value of every action and its set of bounds. In plain English this means what is the best possible outcome of a specific action and what each agent can and cannot do. Once this is done, the mapping is complete. We know every action that can possibly be taken in your business, what an agent working on that action can and cannot do, and what the best possible outcome of every single action is and how it relates to the overall goals. This map makes sure that every agent we build marches in the same direction towards your overall goals.

Gold Star’s Terraforming Engine

This is where we can really show off the engineering firepower. We have a suite of custom built internal agents that are specifically designed to turn those detailed maps into a working reality. We call this our terraforming engine.

This engine spins up and coordinates thousands of parallel AI agents to turn your map into reality, run tests to make sure it's secure and actually works, and make sure it ultimately matches the map that we built together during the first phase.

Once the Terraforming Engine is done, we put it in your hands

The Terraforming Engine can write perfect code and run a million tests, but without putting it in your hands and getting your feedback it's impossible to build something that is truly useful to you. This iteration process goes for as many rounds as needed until the end result is a suite of AI agents that genuinely deliver the value to you in a way that you expect. We call this the “evals”.

Who this is for

Owners who want the whole thing. If you’d rather start smaller, please look at our individual components or a pre-built industry-specific OS. The custom AI OS process is both a time and financial investment, with both parties acting as partners. We’re selective about who we take on, because the payoff comes from doing it right.