Openlayer

Openlayer is an artificial intelligence evaluation, observability, and model governance platform designed to help machine learning engineering teams build reliable, production-ready AI systems. Built for data scientists, ML engineers, and enterprise compliance leaders, the platform bridges the gap between prototype machine learning models and high-stakes production deployments across modern software architectures.

The platform enables development teams to create automated evaluation suites that test LLM applications, retrieval-augmented generation pipelines, and predictive models for hallucination, bias, data drift, and performance regressions. Openlayer provides pre-built and custom tests, real-time production telemetry monitoring, and root-cause debugging tools that pinpoint specific failure modes and dataset anomalies before models impact end users.

Openlayer operates as a collaborative cloud dashboard accompanied by open-source Python SDKs that integrate seamlessly with CI/CD pipelines, Jupyter notebooks, and production environments. The platform provides a free tier for individual developers alongside tiered enterprise subscriptions featuring advanced governance, team access controls, and private VPC deployment options.