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Alice - Case Studies

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Trusted by the world’s biggest enterprises & foundation model labs
Building Safer AI Products Through Proactive Red Teaming

Building Safer AI Products Through Proactive Red Teaming

Alejandra Arreola Ruiz
Mar 3, 2026

Discover how Lovable partnered with Alice to proactively strengthen AI safety through expert-led red teaming, surfacing real-world risks, supporting Trust & Safety teams, and helping shape responsible platform rules as AI continues to evolve.

AI / Developer Tools / Web Creation Platforms
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Validating Foundation Model Safety for Responsible Deployment

Validating Foundation Model Safety for Responsible Deployment

Rahul Gupta
Feb 18, 2026

To help validate its most advanced model to date, Amazon partnered with Alice to red-team Nova Premier against high-risk prompts. The results positioned Nova as safer than its competitors, marking a major step toward secure enterprise deployment.

GenAI - LLM
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Scaling Safety for Text-to-Image Generation Through Red Teaming

Scaling Safety for Text-to-Image Generation Through Red Teaming

Head of Responsible Development
Feb 18, 2026

Discover how Black Forest Labs scaled safety for one of the world’s top image generation models by embedding Alice's expert red teaming into its release cycle, surfacing vulnerabilities, guiding mitigation, and keeping launches on track.

GenAI - LLM
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Strengthening Model Safety with Advanced, Multilingual Red Teaming

Strengthening Model Safety with Advanced, Multilingual Red Teaming

Seraphina Goldfarb-Tarrant, PhD.
Feb 18, 2026

Cohere partnered with Alice to enhance safety for its generative AI models. Using targeted threat data feeds and proactive red teaming, Cohere reduced time to mitigation by 38%, improving reliability and accelerating safe releases.

GenAI - LLM
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Strengthening Model Safety with Advanced, Multilingual Red Teaming

Seraphina Goldfarb-Tarrant, PhD.
Cohere
,
 
Cohere
 -
 min read

Cohere partnered with Alice to enhance safety for its generative AI models. Using targeted threat data feeds and proactive red teaming, Cohere reduced time to mitigation by 38%, improving reliability and accelerating safe releases.

GenAI - LLM
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Providing Confidence for Safe, On-Time Release of an In-Game, AI-Powered NPC

Providing Confidence for Safe, On-Time Release of an In-Game, AI-Powered NPC

Jan 13, 2026

How a top-tier game studio used Alice’s AI Red Teaming solution to pressure-test its GenAI-powered NPC - surfacing critical safety risks and hardening its system before launch.

Gaming
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Providing Confidence for Safe, On-Time Release of an In-Game, AI-Powered NPC

Leading AAA Gaming Studio
,
 
Leading AAA Gaming Studio
 -
 min read

How a top-tier game studio used Alice’s AI Red Teaming solution to pressure-test its GenAI-powered NPC - surfacing critical safety risks and hardening its system before launch.

Gaming
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Building Secure and Engaging AR Experiences

Building Secure and Engaging AR Experiences

Jen Weedon
Feb 18, 2026

Niantic partners with Alice to ensure safe, secure interactions across immersive and real-world experiences. Backed by threat intelligence, we help them create engaging environments where users can explore and connect with confidence.

Gaming
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Building Secure and Engaging AR Experiences

Jen Weedon
Niantic
,
 
Niantic
 -
 min read

Niantic partners with Alice to ensure safe, secure interactions across immersive and real-world experiences. Backed by threat intelligence, we help them create engaging environments where users can explore and connect with confidence.

Gaming
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Lifesaving Support for LGBTQ Youth

Lifesaving Support for LGBTQ Youth

Tommy Marzella
Feb 18, 2026

The Trevor Project, the leading suicide prevention organization for LGBTQ youth, partnered with Alice to proactively safeguard its 24/7 crisis services. By reducing reliance on user reports and automating moderation with threat-informed insights, they create safer spaces for those who need it.

Social Media
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“Alice is one of our main streams of data that we use for safety evaluation. It's especially important for threat actor evaluation because of the domain expertise.”

Seraphina Goldfarb-Tarrant, Head of AI Safety
-
Cohere

Trusted by security and product teams in the world's most regulated industries

Alice brings years of adversarial intelligence expertise to AI security. We give enterprise teams the coverage that generic guardrails and one-time audits can't match.

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What’s New from Alice

Agentic AI

Mitigating Threats in Agentic AI Workflows

Blog
Mar 13, 2026

Discover how to mitigate evolving threats in autonomous AI systems by securing every agent interaction point with proactive defenses.

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Making the Case For Marketplace Risk Intelligence

Webinar
Feb 26, 2026

The webinar delves into the various types of marketplace abuse beyond fraud and counterfeits, such as hate speech, terrorism, and illegal goods. The discussion features experts from ActiveFence and Fiverr, who share their insights on identifying and combating these lesser-known threats to marketplace safety.

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Perplexing: Comet Flies In with an Indirect Prompt Injection

Whitepaper
Dec 30, 2025

Discover how to mitigate evolving threats in autonomous AI systems by securing every agent interaction point with proactive defenses.

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