DavisAI Systems
AI infrastructure company. Two live products that reduce AI operational costs and improve AI output reliability. Bootstrapped and profitable.
What we build
Two live products. NOVA Token Optimizer compresses AI tool definitions by 85-97 percent, works with any LLM, and is available as an MCP server and REST API. DeepNova is a grounded retrieval engine that returns source-backed evidence instead of unsupported model guesses, available as an MCP server and Developer API. One product in development: Project NOVA.
How we work
Falsification-first research philosophy. We test claims against data and discard what fails. This applies to our research (Operator Discovery), our products (every feature must produce measurable improvement), and our customer relationships (we recommend the smaller option when it fits better).
Where we operate
AI Developer Tools
Live products with paying customers. MCP and API access. Works with Claude, GPT-4, Cursor, and any LLM that accepts tool definitions.
Defense and Intelligence
Active submissions to DIU, DARPA, and CIA. OLAD adversarial detection. MYSTIC DEPOT ISR analytics. Quantum sensing signal processing via SenseForge.
Energy and Natural Resources
Genesis platform for oil, gas, and minerals exploration. Operator Discovery applied to subsurface data for exploration teams.
Background
Greg Davis: serial entrepreneur with over 20 years of business ownership across real estate, hospitality, and technology. Self-taught AI and ML developer. Former energy trader. DavisAI is bootstrapped and profitable.