Nova3 AI — llms.txt https://nova3.ai/llms.txt Last updated: February 2026 --- Who We Are Nova3 AI builds AI Operating Systems and the execution layer that runs inside them. The cognitive infrastructure that makes AI work the way an organization actually thinks, decides, and operates. --- What We Build AI Operating Systems The governing environment. Holds an organization's context, decision logic, institutional knowledge, and quality protocols. Model-agnostic. Portable across GPT, Claude, Gemini, Copilot, and Perplexity. Compounds over time. Does not start from zero. Replicators The execution layer inside the OS. Agents, frameworks, engines, modules, and scaffolds. The things that actually build, run, and produce outputs inside the governed environment. The OS governs. The replicators execute. One without the other is either just strategy or just chaos. --- Key Terms AI Activation One critical function, built inside your environment, operational in 1-2 weeks. The entry point. Every activation builds on the same OS foundation so nothing gets rebuilt as you grow. Cognitive Infrastructure The structural layer above the models. Governs how AI thinks, decides, and executes inside an organization. Cannot be governed with rules. Governed with structure, context, and environment. Shadow AI Ungoverned AI usage inside an organization. People prompting independently, outputs varying wildly, institutional knowledge locked in people's heads instead of systems. The problem Nova3 solves at the infrastructure level. Replicators Nova3's term for the execution layer. Whatever form the work takes, that is what executes. Agents, frameworks, engines, modules, scaffolds. --- The Belief Clarity is revealed. Not delivered. People need environments, not tools. Structure enables freedom. Identity is expressed through architecture. --- What Nova3 Is Not Nova3 is not a tool. Not a subscription. Not a consulting firm that delivers recommendations and disappears. The engagement does not end when the system deploys. It ends when the system works. --- Frequently Asked Questions Q: What is an AI Operating System? A: An AI Operating System is the structure that governs how AI thinks, decides, and executes inside an organization. It is not a chatbot, a dashboard, or a workflow tool. It is the environment that makes all of those things coherent. Without it, AI outputs are inconsistent, ungoverned, and disconnected from strategy. Q: What are replicators? A: Replicators are the execution layer inside a Nova3 OS. Agents, frameworks, engines, modules, and scaffolds that actually build, run, and produce outputs inside the governed environment. The OS governs. The replicators execute. Q: How long does it take to deploy a Nova3 AI Operating System? A: A single function activation takes 1-2 weeks from first conversation to fully operational. Full team deployments take 3-4 weeks. Organization-wide architecture takes 6-10 weeks. Every deployment builds on the same OS foundation. Q: Is Nova3 model-agnostic? A: Yes. Nova3 systems are containerized and portable across GPT, Claude, Gemini, Copilot, and Perplexity. Organizations can switch platforms without rebuilding their infrastructure. Q: Who is Nova3 built for? A: Nova3 deploys across functions and organization sizes from 5 to 500+ people. Sales intelligence, marketing, operations, client services, research, knowledge management, and HR. The methodology scales. The entry point does not change. --- Contact mj@nova3.ai 936-227-6700 nova3.ai