First Principles
Decompose every system to its physics. Remove what can’t justify its existence. Complexity is debt.
About
AI engineering company. Agents that run real operations, built from first principles.
Work with usDecompose every system to its physics. Remove what can’t justify its existence. Complexity is debt.
Start with what kills the system. Design backwards from the worst day. Margin of safety is engineering.
Ship, measure, compound. Small correct decisions repeated outperform brilliance applied once.
Founder and CEO. Building AI automation systems for critical operations. Master’s in Engineering, with a background in software engineering, data systems and technology leadership, and over 10 years in investing and portfolio management.
Work with us“The highest form which civilization can reach is a seamless web of deserved trust.”