@whitecircle: we raised $11m to help you control your AI

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Summary

White Circle raised $11M to launch a unified AI control platform offering red-teaming, guardrails, observability, and optimization for enterprise deployments.

we raised $11m to help you control your AI
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Cached at: 04/21/26, 07:25 PM

# White Circle Source: [https://whitecircle.ai/?twclid=2aqsavbz530us9cs2dkl7mhefs](https://whitecircle.ai/?twclid=2aqsavbz530us9cs2dkl7mhefs) [NewKillBench — discovering hidden biases of LLMs →](https://whitecircle.ai/killbench) ## Control your AI Protect, observe, and improve every interaction ### Test Automatically red team your AI to find every failure ### Protect Safeguard your app with custom low\-latency guardrails ### Observe Analyze user behavior with clustering & custom metrics ### Improve Optimize your AI with dynamic prompts and model routing ## Control your AI Protect, observe, and improve every interaction ![ring](https://whitecircle.ai/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fring-mobile-menu.d2e90354.png&w=3840&q=75) ### Test Automatically red team your AI to find every failure ![](https://whitecircle.ai/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fring-m-1.6a5a2c1b.png&w=3840&q=75) ### Protect Safeguard your app with custom low\-latency guardrails ![](https://whitecircle.ai/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fring-m-2.02188a41.png&w=3840&q=75) ### Observe Analyze user behavior with clustering & custom metrics ![](https://whitecircle.ai/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fring-m-3.3ca7129c.png&w=3840&q=75) ### Improve Optimize your AI with dynamic prompts and model routing ![](https://whitecircle.ai/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fring-m-4.da580bdf.png&w=3840&q=75) ### Test Automatically red team your AI to find every failure ### Protect Safeguard your app with custom low\-latency guardrails ### Observe Analyze user behavior with clustering & custom metrics ### Improve Optimize your AI with dynamic prompts and model routing AI is moving faster than our ability to guide it\. We already trust it with decisions that touch millions of people, yet there’s still no single place to monitor its behavior or shape how it acts\. --- White Circle is the missing control layer for AI — a unified system that brings together safety, security, evals, and performance optimization\. To build it, we raised $11M from the smartest people in the world\. and many more\.\.\. ## Optimized for your AI We build our own self\-adjusting models optimized for speed and performance\. ![](https://whitecircle.ai/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fring-mobile-menu.d2e90354.png&w=3840&q=75) #### 5 mins Time to integrate our API ## You're in Control Now End\-to\-end coverage for your AI deployments Safety & Security Analytics Improvement input protection unsafe inputs blocking PII detection jailbreak prevention insights custom metrics risk scoring error rate analysis topic classification user behavior clustering sentiment analysis optimization model routing prompt engineering context enrichment context management output protection tool abuse prevention hallucination detection data leak prevention validation output quality checking instruction following verification ![](https://whitecircle.ai/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fring-small.519816cb.png&w=3840&q=75) ## SOC 2 Type II & HIPAA Compliant Enterprise\-grade security for your AI deployments\. [Go to Trust Center](https://trust.whitecircle.ai/)

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