Deepchecks is a company that develops an open-source application for machine learning validation. It offers large language models (LLM) Evaluation, software for testing and evaluating observability workflow, and ML Monitoring Models software that monitors model performance to build open-source versions. The company also provides automated evaluation, monitoring, debugging, root-cause analysis, data testing, and other services.