Safeguarding
infrastructure for
AI-mediated
communications
We are building independent, auditable safeguarding architecture for the infrastructure layer. Designed to be model-agnostic and regulatory-compliant from day one.
AI chatbots are deployed to millions of children with no independent safety layer
Built-in model safety is opaque, non-auditable, and routinely bypassed. Regulators cannot verify compliance. The infrastructure layer is missing.
Built-In Safety Fails
Model-level safety measures such as RLHF are embedded in training. They cannot be externally audited, do not produce compliance records, and are regularly circumvented through jailbreaking.
No Independent Layer
No existing product provides real-time, auditable child safeguarding that operates independently of the AI model provider. Current content moderation tools were not designed for AI conversations.
Regulatory Mandates Arriving
The UK Online Safety Act, EU AI Act, US KOSA, and Australian eSafety frameworks are imposing enforceable child safety obligations on AI platforms. Compliance tooling does not yet exist.
Designing safeguarding infrastructure for any AI platform
OLLOO® is developing an independent safety layer that sits between users and AI models, designed to produce full audit trails for regulatory compliance across multiple jurisdictions.
User
Child or vulnerable user
OLLOO
Safeguarding Infrastructure
AI Model
Any LLM provider
Model-Agnostic Architecture
Designed to work with any large language model without requiring modification to the model itself. Platforms could change providers without losing protection.
Independent of Model Training
Safeguarding is designed to operate at the infrastructure layer, not inside the model. This architectural approach means it could not be bypassed by jailbreaking or prompt injection.
Auditable Compliance Records
The system is being built to produce structured records for every safeguarding action, designed for regulatory audit and legal compliance across multiple jurisdictions.
Real-Time Processing
Engineered for production latency budgets. Safeguarding is designed to happen synchronously, not as a post-hoc review.
Designing a purpose-built safeguarding engine, not a filter
Existing content moderation tools were designed for social media, not AI conversations. OLLOO is being developed as an integrated architectural system, built from the ground up for this new category.
Harmful Content Detection
Designed for comprehensive safeguarding coverage across content categories relevant to child safety in AI-mediated communications, with structured classification.
Behavioural Pattern Analysis
Designed to go beyond single-message content filtering. The architecture will identify concerning behavioural patterns across sessions that no individual message would trigger on its own.
Grooming Detection
A core development focus: purpose-built detection of grooming patterns in AI-mediated conversations, designed to produce structured audit entries for safeguarding teams and regulators.
Guardian Alerts
A planned configurable notification system to alert parents, guardians, and safeguarding teams when concerning activity is detected, with appropriate escalation pathways.
Optimised for Speed
Being engineered for real-time processing within production latency budgets. Safeguarding should not degrade the user experience.
Audit-Ready
Designed so that every safeguarding decision will produce structured compliance records. Built for the regulatory scrutiny that AI platforms will face.
New laws are creating enforceable obligations
AI platforms serving children will need to demonstrate compliance with child safety regulations. OLLOO is building the infrastructure to enable this—not just alignment, but the operational mechanism for compliance.
United Kingdom
Online Safety Act 2023. Ofcom codes of practice now in force.
European Union
Digital Services Act & AI Act. Full application from 2026.
United States
COPPA & Kids Online Safety Act (KOSA). Federal and state frameworks.
Australia
Online Safety Act 2021. eSafety Commissioner enforcement.
Patent-protected technology
Our approach is protected by a UK patent application covering the core safeguarding system and method, with an international filing window under the Patent Cooperation Treaty.
Building infrastructure that enables compliance, not just a compliant product
OLLOO is being developed as neutral, independent safeguarding infrastructure—designed to bridge regulatory policy and technical architecture for AI platforms worldwide.
Regulatory Infrastructure
Being developed as the infrastructure layer for AI safeguarding compliance. Designed to formalise compliance pathways and operationalise evolving regulatory frameworks technically.
Model-Agnostic Neutrality
Architected to work across frontier AI systems without model-specific dependencies. Designed to be platform-level and policy-relevant across providers.
Category Definition
AI safeguarding infrastructure is a new category. OLLOO aims to define how regulation is implemented technically—not just to align with it.
Privacy Policy
Effective date: 10 February 2026
OLLOO Limited (“OLLOO”, “we”, “us”, or “our”) is committed to protecting your privacy. This policy explains how we collect, use, and safeguard personal data when you visit our website.
Who We Are
OLLOO Limited is a company registered in England and Wales. For the purposes of UK data protection law, we are the data controller.
What Data We Collect
When you visit this website, we may collect the following information:
- Information you provide voluntarily, such as your name and email address when contacting us
- Technical data including your IP address, browser type, and operating system
- Usage data including pages visited and time spent on our website
We do not use cookies for tracking or advertising. If we introduce cookies in the future, we will update this policy and seek your consent where required.
How We Use Your Data
We use your personal data only for the following purposes:
- To respond to enquiries you send us
- To maintain and improve our website
- To comply with legal obligations
We do not sell, rent, or share your personal data with third parties for marketing purposes.
Legal Basis for Processing
We process your data under the following lawful bases as defined by UK GDPR: legitimate interests (to operate and improve our website), consent (when you contact us), and legal obligation (where required by law).
Data Retention
We retain personal data only for as long as necessary to fulfil the purposes for which it was collected or as required by law.
Your Rights
Under UK data protection law, you have the right to access, correct, or delete your personal data; to restrict or object to processing; to data portability; and to withdraw consent at any time. To exercise any of these rights, please contact us.
Complaints
If you believe your data protection rights have been infringed, you have the right to lodge a complaint with the Information Commissioner’s Office (ICO).
Changes to This Policy
We may update this policy from time to time. Any changes will be posted on this page with an updated effective date.
Terms of Use
Effective date: 10 February 2026
These terms govern your use of the OLLOO Limited website at olloo.co.uk (“the Website”). By accessing the Website, you agree to these terms. If you do not agree, please do not use the Website.
About Us
The Website is operated by OLLOO Limited, a company registered in England and Wales.
Use of the Website
You may use the Website for lawful purposes only. You must not use the Website in any way that breaches applicable laws or regulations, is fraudulent, or is harmful to any person. You must not attempt to gain unauthorised access to the Website, its servers, or any connected databases.
Intellectual Property
All content on this Website, including text, graphics, logos, and design, is the property of OLLOO Limited or its licensors and is protected by copyright and other intellectual property laws. You may not reproduce, distribute, or create derivative works from any content without our prior written consent.
No Warranty
The Website and its content are provided on an “as is” and “as available” basis. We make no warranties, express or implied, regarding the accuracy, completeness, or fitness for purpose of any information on the Website. We do not guarantee that the Website will be available uninterrupted or free from errors.
Limitation of Liability
To the fullest extent permitted by law, OLLOO Limited shall not be liable for any indirect, incidental, special, or consequential damages arising from your use of the Website. Nothing in these terms excludes or limits our liability for death or personal injury caused by our negligence, fraud, or any other liability that cannot be excluded by law.
Third-Party Links
The Website may contain links to external sites. We are not responsible for the content, privacy practices, or availability of third-party websites.
Governing Law
These terms are governed by and construed in accordance with the laws of England and Wales. Any disputes shall be subject to the exclusive jurisdiction of the courts of England and Wales.
Changes to These Terms
We may revise these terms at any time by updating this page. Continued use of the Website after changes constitutes acceptance of the revised terms.
Accessibility Statement
Published: 10 February 2026
OLLOO Limited is committed to making this website accessible to as many people as possible, regardless of ability or technology.
Our Commitment
We aim to conform to the Web Content Accessibility Guidelines (WCAG) 2.2 at Level AA. These guidelines explain how to make web content more accessible to people with disabilities, including those with visual, auditory, motor, and cognitive impairments.
What We Have Done
This website has been designed with the following accessibility features:
- Semantic HTML structure with appropriate heading hierarchy
- Colour contrast ratios that meet WCAG 2.2 Level AA requirements
- A “skip to content” link to bypass navigation
- Responsive design that works across screen sizes and devices
- Meaningful link text and labelled interactive elements
- No content that relies solely on colour to convey information
- Keyboard-navigable interactive elements with visible focus indicators
- ARIA roles and attributes for tabbed content and navigation
- Decorative images marked as presentational for screen readers
- Reduced motion support for users who prefer minimal animation
Known Limitations
Some decorative elements on this website use emoji characters, which may be announced inconsistently by different screen readers. We have marked these as decorative where they do not convey meaning beyond adjacent text. We are continuously working to identify and resolve further issues. If you encounter any barriers, please let us know.
Feedback
We welcome feedback on the accessibility of this website. If you experience difficulty accessing any content or have suggestions for improvement, please contact us.