Openlayer

Openlayer is an AI testing, governance, and observability platform for teams building and deploying machine-learning and LLM systems. It helps developers evaluate AI behavior during development and monitor systems after deployment. Openlayer provides automated tests, production monitoring, real-time guardrails, tracing, annotation, and data-quality checks. Teams can test for issues such as hallucinations, prompt injection, PII leakage, latency problems, and output-format failures. Its data-quality features can also detect schema changes, drift, and anomalies in pipelines. Openlayer integrates with major model providers, including OpenAI, and can use LLMs as judges for evaluation tests. The platform is intended for teams that need measurable reliability and governance rather than relying on manual testing before releasing AI features.