TIME100 AI 2026 · Thinkers

Chad Edwards

Co-founder and CEO, CuspAI

His startup CuspAI used AI to narrow 300 trillion possible structures to 20 molecules that might pull 'forever chemicals' out of water.

Born
Not published
Now
Co-founder and CEO, CuspAI
Studied
Alliance Manchester Business School, University of Manchester, Karlsruhe Institute of Technology

Interesting facts

  • Before AI

    A trained chemist whose PhD covered nuclear fission and computational quantum chemistry, much of it spent making materials in a lab.

    siliconvalleyinvestclub.com
  • Numbers

    Helped grow Cambridge Quantum from 14 to 550 employees, landing early customers such as Airbus, BMW and Roche.

    siliconvalleyinvestclub.com
  • Turning point

    In late 2023 he read papers suggesting machine learning could transform materials discovery without waiting for quantum computers, and started CuspAI.

    siliconvalleyinvestclub.com
  • Numbers

    CuspAI's work with Kemira searched about 300 trillion possible structures to find materials for removing PFAS from drinking water.

    time.com
  • Numbers

    CuspAI raised $450 million in July 2026 at a $2.6 billion valuation, about two years after it was founded.

    time.com
  • Connection

    Co-founded CuspAI with machine learning professor Max Welling.

    vestbee.com

Career

  • CuspAICo-founder and CEO2024 to now
  • QuantinuumVP of Strategic Partnerships and Global Head of Strategy, Cambridge Quantum2018–2024

Education

  • MBA, Alliance Manchester Business School
  • PhD, Nuclear fission and computational quantum chemistry, University of Manchester
  • PhD, Nuclear fission and computational quantum chemistry, Karlsruhe Institute of Technology
  • Master's, Chemistry, University of Manchester

All sources

Researched with Autumn: describe the people you want to understand and get a table with a source on every cell.

Researched with Autumn from public sources · Updated 2026-10-30

Photos: Chad Edwards northzone.com

Researched by Autumn, the search for people and companies. The list is TIME's; Autumn is not affiliated with TIME.