Secure, Safe, & Trustworthy AI
Across every app, agent, and model you ship.
From build to production.
WonderSuite
Alice Labs
WonderSuite
Security Platform for Enterprise AI -
Test, Protect, and Monitor AI Apps & Agents
Safeguarding more than 50% of the world’s online experiences
3B+
120+
1B+
From UGC to GenAI and humanoid robots, Alice allows you and your users to advance unafraid.
Epic, Real-World
Adversarial Intelligence
Our solutions outperform industry benchmarks because they're powered by data drawn from a decade of real-world adversarial research, enabling you to act before abuse becomes news.
The Rabbit Hole
Data Moat
With billions of continually updated toxic examples, we train sharper classifiers and fuel stronger red-teaming, giving you unmatched accuracy and coverage.
Adaptive, Customizable
Policy Alignment
Keep your policies front and center, tuning coverage to your regulatory needs and risk tolerance - across every modality, so each interaction stays trusted and aligned.
Wherever people and technology meet, powerful tools can be manipulated to do harmful things. And you’re held accountable.
Unintended GenAI Behavior
GenAI can produce harmful or misleading content at a scale traditional security and safety controls can’t reliably manage.
Application-Level Exploitation
Prompt injection, jailbreaks, and model exploits expose applications, agents, and integrations to data leakage or abuse.
Governance and Compliance Gaps
Abusive, harmful, or non-compliant interactions undermine security and safety policy enforcement and responsible AI governance.
Reputational and Trust Exposure
A single failure can trigger legal liability, regulatory scrutiny, stalled innovation momentum, and lasting damage to brand trust.
If you’ve talked online with a friend, colleague, or chatbot in the last hour, Alice likely protected you.
Alice Data Advantage
Alice is the world’s largest collector and manager of adversarial intelligence data. Our data is the cornerstone for protecting platform, tech, and users online.
Learn More >Powered by the world’s most comprehensive adversarial intelligence engine -
Rabbit Hole
Alice is powered by Rabbit Hole, built on billions of toxic, manipulative, and abusive data samples and cross-cultural expert analysis. Rabbit Hole adapts in real time, foreseeing emerging threats, surfacing unseen risks, and feeding guardrails, enabling Alice to test, harden, and protect systems of every kind: from UGC to GenAI and soon enough, humanoid robots.
It’s what enables us to protect half the world’s online users from harm, and why leading technology companies and frontier model labs rely on Alice at scale.
Alice runs on Rabbit Hole, built on billions of toxic data samples and expert analysis, Rabbit Hole adapts in real time to surface risks and protect every system, from UGC to GenAI to humanoid robots. It’s why leading technology companies and frontier model labs rely on Alice at scale.
Navigate GenAI WonderlandLearn More >Proven peace of mind
The backbone of the internet’s most popular platforms, proven at scale across 100+ languages, keeping over 3 billion people protected.
Powered by the industry’s richest real-world intelligence dataset, intercepting tens of millions of adversarial sources, delivering unmatched safety coverage.
Protecting and fortifying GenAI applications, agents, and models against evolving exploit and abuse techniques. Tune defenses to your needs and innovate with confidence.
Safe. Honest. Kind.
What’s New from Alice
AI in Finance: From Money Laundering to Deepfakes
Dr. Janet Bastiman has been making convincing deepfakes since 2017, long before most people knew the word. Now the Chief Data Scientist at Napier AI, she joins Mo to get into why fraud is actually easier to catch than money laundering, how a deepfake already talked a finance team out of millions, and why the human analysts checking AI matter more than ever.
It Takes AI to Break AI: The Case for AI Red Teaming
As AI systems gain autonomy, organizations need security approaches built specifically for AI behavior. Learn why AI-driven red teaming is becoming a critical defense layer.
Evaluation of Instagram Teen Accounts
This report evaluates default and opt-in content protections under real-world and adversarial conditions. The study examines safeguard effectiveness, resilience against attempts to surface inappropriate content, and platform improvements made following testing.