Field reports.
Long-form, interactive guides to how the work actually gets done — the frameworks the Foundry runs, laid out in full. Read straight through or jump to any section.
The AI Conversion Engine
Why most AI programs stall, and how to build one that compounds.
Every company can buy the same models. The only durable advantage left is how fast you convert new capability into a measured, adopted, cost-optimized part of how the business runs.
The Agent Loop Foundry
Reconnaissance and loop design for the agentic era.
A small frontier team that turns undocumented business processes into compounding agent loops. Find the work, size it honestly, match it to the right architecture, and prove the first loop before anyone scales it.
Digging Gravity Wells
Human intent should be the center of gravity.
Agents borrow every goal they pursue. What holds a fleet of them on course is not supervision — it is the mass of human intent at the center. A stage-by-stage field guide to digging that well.
Market Research for Machine Answers
The category is measuring it like SEO. It behaves like a customer study.
AI visibility tools are not scarce, and the best of them are growing quickly. What the category inherited is SEO's mental model: a list of queries, a position, one number that goes up. But an assistant does not rank you. It describes you — differently every time somebody asks. Describing is what research measures, and research is designed, not tracked.