We design software systems where humans make the critical decisions and AI accelerates the execution. We focus on architecture, tradeoff analysis, and the engineering judgment that separates production-grade systems from prototypes — choosing the right abstractions, defining clear boundaries, and ensuring every technical choice is grounded in your business reality.

AI Experimentation & Tooling

We help teams move from curiosity to capability with practical AI experiments, custom internal tools, and evaluation loops that make automation measurable. Whether you are testing agentic workflows, building prompt-driven prototypes, or connecting AI systems to your existing data and operations.