Interpolate Labs is an AI error detection company founded by two PhD researchers with a shared mission: to help organisations 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 reliable, more transparent, and more accountable. Our approach combines cutting-edge research with practical, production-ready solutions designed for teams who care about both performance and integrity.
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 Philosophy
Error detection is not just a nice-to-have. Protect your company from AI errors today.
We are two brothers that are dedicated to reducing errors in enterprise AI. With a combined 7+ years of experience as theory of deep learning researchers we are now turning theory into practice to help protect your AI-powered systems.




