The Research Program
Every product starts with months of studying how the workflow actually happens. Our research tracks focus on workflow analysis, automation architecture, and applied AI.
Published Papers
Deterministic Workflow Automation in Revenue Operations
Alex Chen, Jordan Lee
Applied AI
Jul 25, 2026
This paper explores the application of deterministic AI agents in high-volume revenue operations. We demonstrate how engineered systems, with intelligence applied narrowly on top, outperform prompt-stitched pipelines on reliability and cost.
Automation
Jun 22, 2026
A study of automation-first architectures where the workflow is carried by a deterministic core and intelligence sits on top only where it earns its place.
Want to research with us?
We collaborate with interns, researchers, and partners on the work that decides what we build next.