Scale GenAI Without Compromising Child Safety Or Regulatory Controls.
Mitigate developmental, operational, and legal risk introduced by GenAI systems, from pre-deployment through production, in one platform.
AI Risks in Child-Facing Systems Don't Wait to Be Found.
GenAI is already embedded in the platforms children use to learn, play, and connect. When those systems fail, the consequences fall on the most vulnerable users.
Child-Facing Chatbots
Before compliance boundaries are enforced, manipulation attempts reach your users undetected. Build the audit evidence your supervisory boards require into every interaction from day one of production.
Grooming & Exploitation Detection
Detect real-world exploitation and manipulation patterns before references close the gaps. Understand exactly how your platform performs against novel threats before they surface in production.
Agentic AI Workflows
Test child-facing AI agents against jailbreak attacks, data exfiltration attempts, and multi-step manipulation chains before they reach children. Monitor continuously as regulatory requirements evolve.
Data & Privacy Management
Keep AI governance consistent across COPPA, GDPR, and global child safety frameworks at every interaction and channel. Maintain evidentiary audit trails and keep operations within policy.
We've seen the worst.
So your patients don't have to.
Rabbit Hole is the adversarial engine behind WonderSuite. Built on a decade of global trust and safety research and billions of real-world adversarial and manipulative samples, instead of only synthetic data, so that your teams can launch child-facing AI with confidence that your system has been tested against the threats it will actually face.
One Platform. Every Lifecycle Stage.
Built For Child Safety Regulations and Frameworks.
COPPA
GDPR Article 8 sets a higher bar for processing children's data. Consent requirements, data minimisation obligations, and purpose limitation apply with particular force where minors are involved. WonderSuite's PII detection and data governance capabilities help ensure your AI systems process children's data lawfully, with full audit trails for regulatory review.
ACA
Section 1557 requires equitable access to healthcare programs, including AI-driven care delivery. WonderFence monitors patient-facing AI across 100+ languages, ensuring consistent behavior regardless of how patients communicate. WonderCheck detects performance drift across demographic and linguistic segments as models evolve.
HITECH
HITECH extends HIPAA's enforcement to electronic PHI and ties penalty severity to the strength of your safeguards. WonderFence detects and redacts ePHI at the interaction layer and logs every interaction for an audit trail that demonstrates reasonable controls are in place.
Your Frameworks and Policies
Upload any internal or regulatory policy directly into WonderSuite and enforce it across your full AI lifecycle, giving your institution the flexibility to maintain compliance with virtually any framework or regulation.
Partner with Alice to shape the future of trusted AI for children.
Talk to our child safety team about your platform's risk profile, regulatory exposure, and the controls your organization needs to deploy AI responsibly for young users.
Safe Output Enforcement
Detect age-inappropriate, harmful, or exploitative AI outputs before they reach children across chat, voice, and agentic interactions.
Children's Data Protection at the Interaction Layer
Identify and redact children's personal information in real time across every child-facing and internal AI interaction, in line with COPPA and GDPR Article 8.
Regulatory Evidence on Demand
Generate the audit trails and evidentiary logs your compliance team needs for COPPA, KOSA, the DSA, and the UK Age Appropriate Design Code, built into every interaction from day one.
Pre-Deployment Validation
Red team child-facing AI before launch against adversarial scenarios specific to minor safety. Know what fails before children encounter it.
Production Drift Detection
Monitor how child-facing AI behavior changes after model updates and prompt changes. Catch regressions before they introduce new risks or trigger a regulatory finding.
Flexible Deployment
Meet data residency, security, and compliance requirements without slowing AI rollout. Deploy on-premises or in the cloud, whichever your organization requires.
Questions Child Safety Teams Ask Us
How does WondeSuite Handle agentic AI systems in child-facing environments
WonderSuite is designed for the full range of GenAI deployment types; including agentic systems that take actions beyond answering questions. For child-facing environments, this means real-time monitoring of multi-step AI behaviour, not just individual outputs, with age-aware policies enforced at every decision point regardless of the underlying model.
We're concerned about latency. Will WonderSuite slow down our child-facing AI?
WonderSuite is built for production-grade performance. Our safety and monitoring layer is designed to operate without perceptible impact on response time a critical requirement for consumer platforms serving children, where latency directly affects user experience and engagement.
Our platform operates across multiple regions with different child safety laws. Can WonderSuite handle that?
Yes. WonderSuite supports jurisdiction-aware policy enforcement, different rules apply based on where a user is located. COPPA, UK Age Appropriate Design Code, Australian Online Safety Act, KOSA, and EU DSA requirements can all run simultaneously across a single deployment, with audit trails scoped by jurisdiction.
How does WonderSuite address grooming and exploitation risks in AI-generated interactions?
Alice's adversarial intelligence corpus includes data points specific to child exploitation threat categories, including grooming patterns, coercive language sequences, and CSAM-adjacent generation attempts. WonderSuite also generates the documentation required for mandatory reporting obligations under applicable child safety laws globally.
Implement Real-Time AI Governance.
See how WonderSuite brings together pre-deployment stress testing, real-time content protection, and production evaluation for child-facing AI.
See WonderSuite in Action