White Circle nabs $11M seed for AI production control
▼ Summary
– White Circle, a platform for monitoring, securing, and controlling AI models in production, raised a Seed round.
– Senior figures from OpenAI, Anthropic, DeepMind, Hugging Face, Mistral, Datadog, and Sentry backed the investment.
– The platform claims to have served over one billion API requests.
– Its customers include Lovable and two of the world’s largest digital banks.
Senior executives from OpenAI, Anthropic, DeepMind, Hugging Face, Mistral, Datadog, and Sentry have invested in a $11 million seed round for White Circle. The startup, which provides a platform for monitoring, securing, and governing AI models once they reach production, reports that it has already handled over one billion API requests. Its customer base includes Lovable and two of the world’s largest digital banks.
The funding underscores a growing demand for production-grade AI observability and control as companies deploy models at scale. Unlike development-focused tools, White Circle specializes in runtime governance, helping teams detect drift, enforce safety policies, and manage access after deployment. This approach addresses a critical gap as enterprises move from experimentation to live applications.
The involvement of leaders from major AI labs and infrastructure firms signals confidence in the platform’s ability to handle the complexity of modern AI stacks. With this capital injection, White Circle plans to expand its engineering team and accelerate product development, aiming to become the standard for AI production control across regulated industries.
(Source: The Next Web)
