RagaAI is creating software to monitor AI models on edge devices. AI models aren’t as predictable as code. Environments change and there are always new inputs that haven’t been seen before. Many models run on the edge, like cars for autonomous driving or IoT. These models can be as critical as life or death, so knowing that systems are running as planned without waiting for a slow round trip to the cloud (assuming Internet access) is necessary. The founder, Gaurav Agarwal, led an engineering team of 200 at Ola Electric, an electric scooter company, was previously a product manager at NVIDIA working on their autonomous vehicle Driveworks SDK and has extensive experience with the problem.