Security, Safety, and Trust
for the AI Era
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
Introducing AI Guardrails Built for Financial Services
Generic AI guardrails weren't built for the regulatory bar financial services must clear. The FSI Detector Pack catches the advice, commitment, fraud, and data risks they miss, pre-launch and in production.
The Problem With AI Observability Nobody Wants To Admit
Most enterprises have guardrails. Far fewer have visibility into what their AI is actually doing. Alison Cossette, Founder and CEO of ClariTrace, joins Mo to talk about the risk debt quietly building inside agentic systems, why observability and traceability aren't optional anymore, and what leaders need to put in place before something forces their hand.
Distilling LLMs into Efficient Transformers for Real-World AI
This technical webinar explores how we distilled the world knowledge of a large language model into a compact, high-performing transformer—balancing safety, latency, and scale. Learn how we combine LLM-based annotations and weight distillation to power real-world AI safety.
Beneath the Surface: The Growing Ecosystem of AI Nudification
Alice analyzed 100 AI nudification websites to uncover how synthetic NCII ecosystems scale through frictionless onboarding, affiliate monetization, and cross-platform distribution.