White Circle automatically upgrades your protection so you can deploy it with confidence.
1
Choose policies
Pick the rules you want to test against — and enforce in production.
2
Test
Run stress-tests to reveal weak spots and edge case failures of your AI.
3
Protect
Turn your test results into real-time filters that guard production.
Why does my company need tests?
Every AI system carries risk — from data leaks to unsafe outputs to regulatory violations. We stress-test your model like an attacker would, then auto-fix the vulnerabilities, so you can stay safe without slowing down releases.
Which AI models and deployments do you support?
We’re model- and infra-agnostic. You can test individual models like GPT-4o, Claude, or Mistral, as well as full deployments — including routed setups, fallback chains, and RAG pipelines. We also support internal-only systems and those with sensitive data access.
Do you test LLMs only, or can you also test RAG, tools, or agents too?
We test any system with a language interface — including agents, tool-using setups, RAG flows, and model chains.
How often should my AI be tested?
We recommend daily per-deploy testing to catch regressions and stay ahead of new jailbreaks, policy bypasses, and emergent threats.
What happens after a vulnerability is found — do you fix it too?
Yes. Findings from Test can be auto-patched through Protect — our policy-based engine that intercepts and blocks unsafe outputs in real time. You go from detection to protection in one click.
Can you run on-premises or in our private cloud?
Yes. We support full on-premises and VPC deployments for enterprises with strict data or compliance requirements.
Do you support continuous testing or just point-in-time scans?
Both. You can run one-off test campaigns or set up continuous monitoring with alerts, diffs, and regressions tracked over time.
Can you test multilingual models or content?
Absolutely. We cover English, French, German, Spanish, Japanese, and more — including prompt attacks and risks specific to each language.
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All systems operational
White Circle is compliant with current security standards. All data is secure and encrypted.
