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Alice - Case Studies

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See how industry leaders use our solutions to protect users and shape a safer digital future.

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Trusted by the world’s biggest enterprises & foundation model labs

“Alice supports our most complex and high priority red teaming needs. We like working with them because they are leaders in this space, understand the shifting adversarial landscape, and the output is always high quality. They are great partners who quickly adapt to our ever changing needs.”

Sumeet Pandey, Generative AI Partnerships
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Google
How Alice Helped One of the Most Recognized Toy Companies Gain Full Control of Its Child-Facing Product

How Alice Helped One of the Most Recognized Toy Companies Gain Full Control of Its Child-Facing Product

Jun 10, 2026

A global children's entertainment brand partnered with Alice to replace the generic out-of-the-box guardrails of their LLM platform with enforcement custom-built to their product, their characters, and their child safety standards.

Consumer / Child-Facing Products
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How Alice Helped a Leading Digital Health Platform Deploy HIPAA-Compliant AI Guardrails for Clinical Use

How Alice Helped a Leading Digital Health Platform Deploy HIPAA-Compliant AI Guardrails for Clinical Use

May 26, 2026

A leading digital health platform partnered with Alice to deploy HIPAA-compliant AI guardrails for a physician-facing clinical consultation tool. Alice delivered a segmented enforcement architecture that reduced false positives from 4% to 0.6%, expanded adversarial prompt coverage by 96%, and maintained sub-99ms latency for active clinical workflows.

Medical Services
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How Alice Enabled a Global Investment Management Firm to Launch a Compliant Customer-Facing AI App

How Alice Enabled a Global Investment Management Firm to Launch a Compliant Customer-Facing AI App

May 26, 2026

A Fortune 100 investment management firm partnered with Alice to red team a customer-facing AI investment assistant before launch. Alice identified critical gaps in existing guardrails, then built five custom policy enforcement models within 48 hours. The deployment achieved sub-99ms latency, false positives under 1%, and production-ready compliance for millions of investors.

Financial Services
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Building Safer AI Products Through Proactive Red Teaming

Building Safer AI Products Through Proactive Red Teaming

Alejandra Arreola Ruiz
Apr 24, 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 Software Development
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Validating Foundation Model Safety for Responsible Deployment

Validating Foundation Model Safety for Responsible Deployment

Rahul Gupta
Apr 24, 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 - Foundation Models
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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
Apr 24, 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.

Foundation Models
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Strengthening Model Safety with Advanced, Multilingual Red Teaming

Strengthening Model Safety with Advanced, Multilingual Red Teaming

Seraphina Goldfarb-Tarrant, PhD.
Apr 24, 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.

AI - Foundation Model
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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

May 26, 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 / AI-Powered Experiences
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Building Secure and Engaging AR Experiences

Building Secure and Engaging AR Experiences

Jen Weedon
Apr 24, 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 / Augmented Reality
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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

Curiouser Soundbites: What a Former Google Cloud CISO Wants Leaders to Know About AI

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Jul 10, 2026
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Jul 10, 2026
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Jul 10, 2026
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July 10, 2026

Everyone's watching the flood of new AI vulnerabilities. Former Google Cloud CISO Phil Venables is watching something else, and it's the shift leaders can't afford to miss.

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Demystifying AI Red Teaming

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Jun 25, 2026
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Jun 25, 2026
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Jun 25, 2026
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June 25, 2026

Your AI passed every check. That doesn't mean it's safe. Learn how to red team AI systems before adversaries find the gaps you missed.

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