Alice raises $140M for frontier AI safety and security [Read the news]
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Essential AI Red Teaming Tools & Techniques for Product Teams

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Aug 28, 2025
AI systems can fail in unexpected ways: producing harmful content, leaking sensitive data, or enabling misuse. For product teams, finding these weaknesses before launch and throughout the lifecycle is critical.
This guide outlines the tools, datasets, and workflows you need to operationalize red teaming and embed safety into your product development process. Download the report to help your team to uncover vulnerabilities and strengthen safety before bad actors strike.

Overview

In this report, we cover:

  • How to design threat models tailored to your product’s risk surface.

  • Building attack libraries.

  • Creating training and evaluation datasets that close safety gaps.

  • Using simulation platforms to test models at scale.

  • Turning results into actionable improvements and integrating testing into CI/CD.

Download this practical guide to building repeatable, high-impact AI red teaming workflows.

What’s new from Alice

Alice Raises $140M to Make Sure AI Does Exactly What It's Supposed to Do

blog
Aug 25, 2026
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Aug 25, 2026
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Aug 25, 2026
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August 25, 2026

Alice raised $140M led by Apax Digital, bringing total funding to $280M. The AI trust, safety, and security company works with 8 of the 10 top AI labs.

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5 Ways Your Third-Party CX Agent Gets Broken

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Jul 31, 2026
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Jul 31, 2026
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Jul 31, 2026
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July 31, 2026

Third-party CX agents create hidden liability. Learn the 5 attack patterns vendors miss and how WonderSuite closes the gap.

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