Isaac Flath

About

I help teams turn AI ideas into systems or agents that find the right context, act reliably, and fit inside real work. Useful agents need three layers working together: context that matches the task, control that keeps actions reliable, and workflows that people can actually adopt. ✓ 𝐂𝐨𝐧𝐭𝐞𝐱𝐭: What the agent knows, retrieves, remembers, and sees at the moment it acts. ✓ 𝐂𝐨𝐧𝐭𝐫𝐨𝐥: How tools, constraints, evals, and feedback loops keep the system reliable. ✓ 𝐖𝐨𝐫𝐤𝐟𝐥𝐨𝐰𝐬: Where the agent becomes useful: inside the products and processes people already use.

Experience