Red Teaming and Guardrails:
The complete AIDR Loop
Guardrails alone are not enough for AIDR. Go one step further by red teaming your agent on real-world attacks before launch, build the findings into guardrails made for your agent and continue testing in production to sharpen against emerging threats.
Get a DemoOne Platform for AIDR
WonderSuite is Alice's complete solution for AIDR. Before deploying any guardrails, our automated red teaming assesses how your agent actually behaves. Those findings shape the guardrails, so you get fewer false positives from day one. Ongoing red teaming keeps testing the guardrails after deployment, so they adapt as new threats emerge.



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Recorded live at Black Hat, Caroline Wong and Allie Mellen unpack why AI made nation-state attacks cheaper, why safety guardrails can work against you, and what the OpenAI-Hugging Face incident really exposed.
Virtual Fireside Chat: The TAKE IT DOWN Act, Six Months In - What's Changed on Deepfakes and NCII
Six months after the TAKE IT DOWN Act took effect, the NCII landscape looks different and even more complicated. Join Alice for a live fireside chat with Google's Nidhi Lahoti on what's actually changed, what hasn't, and where T&S fit into it all - Join us live on October 9th, 2pm EST.
5 Ways Your Third-Party CX Agent Gets Broken
Third-party CX agents create hidden liability. Learn the 5 attack patterns vendors miss and how WonderSuite closes the gap.
