Xilos

About the startup

Xilos is a comprehensive AI infrastructure solution that addresses the critical challenges organizations face when implementing agentic AI systems. As AI proliferates across enterprise networks, security blind spots emerge, costs spiral, and knowledge remains trapped in departmental silos. Xilos solves these fundamental problems through three powerful pillars: security, orchestration, and refinement. Security Without Compromise At its core, Xilos intercepts all outbound LLM calls before they leave your network, providing unprecedented visibility into AI activities. Our intelligent Rules Engine evaluates each query against customized security policies in real-time, automatically identifying and redacting sensitive information while allowing safe portions of queries to proceed. This ensures that private company and customer data isn't inadvertently shared externally via AI prompts, while maintaining the productivity benefits of agentic systems. Orchestration Across Boundaries Xilos breaks down departmental AI silos by interconnecting all prompts and agents throughout your organization. This orchestration layer enables every interaction to enhance the collective intelligence of your AI ecosystem. By understanding context from every prompt and agent that has preceded it, Xilos delivers more relevant, accurate responses that leverage knowledge across your entire organization – not just within isolated teams. Continuous Refinement and Cost Optimization Through intelligent caching and knowledge management, Xilos builds an organizational knowledge base that continuously improves response quality while dramatically reducing costs. When similar questions arise, answers are pulled directly from the knowledge base, serving up to 20% of queries from cache with no additional token charges. This approach not only reduces operational expenses but also improves response times and accuracy, delivering up to 40% improvement in response relevance. Enterprise-Grade by Design As active members of the US AI Safety Institute Consortium, Mill Pond Research has integrated the latest security best practices into every aspect of Xilos. The platform helps organizations maintain compliance with evolving AI regulations including GDPR, EU AI Act, and CCPA/CPRA, providing comprehensive auditing capabilities with detailed analytics for every AI interaction. The Future of AI Infrastructure Xilos represents a paradigm shift in enterprise AI management – transforming disparate AI tools into a cohesive, secure ecosystem that learns and improves over time. By providing IT leaders with complete visibility and control over AI activities while enabling business units to innovate safely, Xilos creates the foundation for responsible AI adoption at scale. Our patent-pending technology empowers organizations to harness the extraordinary benefits of agentic AI while maintaining security, compliance, and control – turning AI from a potential liability into a competitive advantage.