Riskfuel is a fintech company based in Toronto, Ontario, founded in 2019 by Ryan Ferguson. The company specializes in artificial intelligence (AI) and machine learning (ML) solutions tailored for the financial sector, focusing on real-time valuations and risk management in banking and insurance. Riskfuel aims to enhance how financial institutions manage market risk by providing fast computational models that streamline pricing and valuation processes for derivatives. The company's primary service involves training deep neural networks to replicate traditional financial models, enabling rapid computation of valuations and risk sensitivities. This technology allows traders to gain timely insights into their portfolios, significantly reducing the time required for complex calculations. Riskfuel's solutions are particularly advantageous for capital markets firms, helping them shift from slow batch processes to real-time analytics, thereby improving their risk management capabilities. Riskfuel has received several awards for its innovative approach, including the 2023 Risk Markets Technology Award and the RiskTech100 Market Risk Innovation Award in 2022. The company collaborates with major technology firms like Microsoft and financial institutions such as Scotiabank, and it is part of The DMZ, a prominent tech accelerator program.