✍️ By Hand Research

Model interpretability and explainability at the math and algorithm level.

Every finding is something you can follow step by step, verify by hand, and defend to your stakeholders.

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"You can automate the decision. You cannot automate the responsibility to understand it."

— Prof. Tom Yeh, Founder, By Hand Research

Currently working with AI teams and finance professionals who need explainability they can stand behind.

AI

  • Frontier Model Labs
  • Model Developers
  • AI Product Teams
  • Research Labs
  • AI Infrastructure

Finance

  • Private Equity
  • Investment Banking
  • Transaction Advisors
  • Audit & Compliance
  • Risk Officers