InAccel, founded in 2018, develops hardware accelerators compatible with the Amazon AWS F1 platform. The company provides accelerators-as-a-service that enable customers to seamlessly speed up machine learning and analytical workloads on Apache Spark. With InAccel’s technology, users experience a 2–10x performance boost with minimal or no changes to their application code, leading to significant performance gains and cloud cost reductions.