Openlayer

Openlayer is a US-based technology company that specializes in tools for machine learning model validation and testing. The company provides a platform that helps machine learning engineers and data scientists evaluate, diagnose, and troubleshoot their models to identify potential failure points before they are deployed.

Their service is designed to integrate into the existing MLOps workflow. The platform allows users to run stress tests and simulations to understand how their models will behave in real-world scenarios, thereby reducing the risks associated with model failures. The business model is likely a subscription-based service (SaaS), where clients pay for access to the platform