About us - AI is evolving fast. So are the risks.

Interpolate Labs is an AI safety company founded by two PhD researchers with a shared mission: to help organizations deploy AI systems they can trust.

With deep backgrounds in machine learning, security, and responsible AI, our founders bring academic rigor and real-world urgency to the challenge of making AI safer, more transparent, and more accountable.

We believe that AI should empower your business, not endanger it. That’s why we build tools that help teams monitor, understand, and control their models before problems occur. Whether you are scaling a machine learning platform or launching your first model into production, Interpolate gives you the visibility and confidence to do it responsibly.

Our approach combines cutting-edge research with practical, production-ready solutions designed for teams who care about both performance and integrity.

Our Philoshopy - From theory to practice, protetcing your AI at scale.

AI saftey is no longer just a nice-to-have, make it your competitive advantage today.

  • Rigour. Our team knows that safety is not an afterthought; it must be approached with uncompromising precision to protect every user your company serves.
  • Speed. We move quickly to ensure that your company is protected without compromising on quality or efficiency.
  • Transparancy. We are committed to demystifying complex systems to help guide the technologies shaping your company’s future.

About the team

We are two brothers that are dedicated to realising enterprise AI Safety. With a combined 7+ years of experience as AI Safety researchers we are now turning theory into practice to help protect your AI-powered systems.

  • Israel Mason-Williams

    Co-Founder / Chief Executive Officer (CEO)

    PhD Student in Safe and Trusted AI. Alumnus from The University of Cambridge.

  • Gabryel Mason-Williams

    Co-Founder / Chief Scientific Officer (CSO)

    PhD Student in Theory of Deep Learning, Google 2023 Acedemic Scholar with published papers at NeurIPS, ICLR and ICML.

Our founding team have previously been affilated with the following world class companies, universties and research labs.

ConceptionXCambridgeImperialRFIBlueDot Impact
European Bioinformatics Institue50yGoogleQueen Mary University of LondonKings College London
Talos NetworkDiamond Light SourceBIOREME Network

Want to learn more?

Our offices

  • London
    Shoreditch, Tower Hamlets,
    United Kingdom.