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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

New research

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Automation

Oct 28, 2026

write the idea in the research paper and get published.

Engineering

Oct 28, 2026

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Applied AI

Oct 27, 2026

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Test case generation

Jordan Lee, jackie, author

Human Resource

Oct 7, 2026

Testing the website, create a new testcase to catch more bugs.

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.

See open roles→