Deepchecks

Deepchecks provides a platform for continuously monitoring and validating ML models. The platform ensures the data's integrity and mitigates biases, misinformation, or corrupt input data. It monitors model performance, finds the root cause of production issues, and resolves them. Additionally, the platform supports developers in validating LLM-based applications throughout their entire lifecycle, from pre-deployment and internal experimentation to production. It incorporates features such as version insight and monitoring of models against harmful outputs, including hallucinations and biases.

Customers have the flexibility to deploy the platform either on-premises for full control or as a SaaS solution. Deepchecks also offers an open-source version of its ML monitoring solution that can support up to one model per deployment and includes basic user management and root cause analysis features. The company provides the platform through a subscription model.

Key customers and partnership

Its customers include large multinationals such as AWS, Booking.com, and Wix.

Funding and financials

In June 2023, the company raised USD 14 million in seed funding led by Alpha Wave Ventures with participation from Hetz Ventures and Grove Ventures. It did not, however, disclose the use of proceeds.