# Operant AI AI Gatekeeper vs White Circle Control Your AI: side-by-side comparison (2026) [Operant AI AI Gatekeeper](https://cybersectools.com/tools/operant-ai-ai-gatekeeper) is a commercial [LLM guardrails](https://cybersectools.com/categories/llm-guardrails) solution by [Operant AI](https://cybersectools.com/companies/operant-ai). [White Circle Control Your AI](https://cybersectools.com/tools/white-circle-control-your-ai) is a commercial [LLM guardrails](https://cybersectools.com/categories/llm-guardrails) solution by [White Circle](https://cybersectools.com/companies/white-circle). Features, integrations, deployment and the company behind each one, side by side. ## Side-by-side comparison | | Operant AI AI Gatekeeper | White Circle Control Your AI | |---|---|---| | Pricing model | Commercial | Commercial | | Category | LLM Guardrails | LLM Guardrails | | Verified | No | No | | Deployment type | Cloud | Cloud | | Company size fit | Mid-Market, Enterprise | SMB, Mid-Market, Enterprise | | Company | Operant AI | White Circle | | Headquarters | – | – | ### Use cases and capabilities | | Operant AI AI Gatekeeper | White Circle Control Your AI | |---|---|---| | Cloud Native | Yes | – | | Kubernetes | Yes | – | | Runtime Security | – | Yes | ### Core features **Operant AI AI Gatekeeper** 10 features listed. Sign in on the page to see them. **White Circle Control Your AI** 10 features listed. Sign in on the page to see them. ### Integrations **Operant AI AI Gatekeeper** 1 integration listed. Sign in on the page to see them. **White Circle Control Your AI** No integrations listed. ## Which one fits you Based on what each listing shows: deployment, company size, price and open source. - [White Circle Control Your AI](https://cybersectools.com/tools/white-circle-control-your-ai) fits if you are a small business. ## Operant AI AI Gatekeeper vs White Circle Control Your AI FAQ Common questions when comparing Operant AI AI Gatekeeper vs White Circle Control Your AI for LLM guardrails. ### What is the difference between Operant AI AI Gatekeeper and White Circle Control Your AI? **Operant AI AI Gatekeeper**: Runtime AI security platform protecting GenAI apps from models to APIs. Built by Operant AI. **White Circle Control Your AI**: AI control layer for testing, protecting, observing, and optimizing AI apps. Built by White Circle. The table above shows where their features, integrations, deployment and company size fit differ. ### Who makes Operant AI AI Gatekeeper and White Circle Control Your AI? **Operant AI AI Gatekeeper** is made by Operant AI. **White Circle Control Your AI** is made by White Circle. The vendor behind a product decides its roadmap, support, and longevity, so check each company's profile before you commit. ### Is Operant AI AI Gatekeeper a good alternative to White Circle Control Your AI? Often, yes. Operant AI AI Gatekeeper and White Circle Control Your AI are both LLM Guardrails products. Use the table above to see where features, deployment and company size fit differ. ## Related comparisons - [Operant AI AI Gatekeeper vs Check Point AI Agent Security](https://cybersectools.com/compare/check-point-lakera-vs-operant-ai-ai-gatekeeper) - [Operant AI AI Gatekeeper vs ThirdLaw AI Control Layer](https://cybersectools.com/compare/operant-ai-ai-gatekeeper-vs-thirdlaw-ai-control-layer) - [Operant AI AI Gatekeeper vs AI Model Guardrails](https://cybersectools.com/compare/ai-model-guardrails-vs-operant-ai-ai-gatekeeper) - [White Circle Control Your AI vs Check Point AI Agent Security](https://cybersectools.com/compare/check-point-lakera-vs-white-circle-control-your-ai) - [White Circle Control Your AI vs ThirdLaw AI Control Layer](https://cybersectools.com/compare/thirdlaw-ai-control-layer-vs-white-circle-control-your-ai) - [White Circle Control Your AI vs AI Model Guardrails](https://cybersectools.com/compare/ai-model-guardrails-vs-white-circle-control-your-ai) ## Alternatives to each - [See all Operant AI AI Gatekeeper alternatives](https://cybersectools.com/alternatives/operant-ai-ai-gatekeeper) - [See all White Circle Control Your AI alternatives](https://cybersectools.com/alternatives/white-circle-control-your-ai) --- Source: https://cybersectools.com/compare/operant-ai-ai-gatekeeper-vs-white-circle-control-your-ai For AI agents: each product above has its own Markdown page (add .md to its URL, for example https://cybersectools.com/tools/operant-ai-ai-gatekeeper.md). Every CybersecTools shortlist is listed at https://cybersectools.com/shortlists.md. More on Operant AI AI Gatekeeper and White Circle Control Your AI: funding, momentum, hiring and news, plus the full product and company record, are available through the Mandos MCP Server (paid plans), which connects to AI assistants: https://mandos.io/mcp?utm_source=cybersectools.com&utm_medium=compare-md