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Secure, Orchestrate, and Refine Your Enterprise AI

The Challenge of Agentic AI

As organizations rapidly deploy AI agents throughout their networks, they face unprecedented security risks, operational inefficiencies, and knowledge silos that limit AI's business value.

Within the next 18 months, the majority of AI prompts in enterprises will originate from autonomous agents rather than human users.

This transition creates substantial blind spots for IT and security leaders who lack visibility into agent activities, access patterns, and data handling practices. Xilos solves these critical challenges.

Intelligent Agentic AI Infrastructure

Secure, orchestrate, and refine your organization's AI agents with Mill Pond Research's patent-pending systems to maximize efficiency while maintaining control.

Data Protection

Xilos acts as an AI firewall that intercepts outbound LLM calls, evaluates them against security policies, and prevents sensitive data exposure.

  • Prevents unauthorized data sharing via AI
  • Rules Engine for compliance enforcement
  • Complete visibility into AI activities

System Orchestration

Xilos and Workbench create an interconnection layer that enables all agents to learn from one another, breaking down AI silos across departments.

  • Connect agents and tools across your organization
  • Eliminate departmental AI silos
  • Enhance cross-team knowledge sharing

Business Intelligence

Xilos, especially when combined with Workbench, builds an organizational knowledge base that continuously improves response quality while reducing token costs through caching.

  • Reduce costs with intelligent caching
  • Improve response accuracy, speed, and quality
  • Build organization-specific knowledge base, prompts, models,and agents.

Our Solutions

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Xilos Platform Screenshot
Enterprise AI Infrastructure Platform

Enterprise agentic AI infrastructure that secures, orchestrates, and refines your organization's AI agents, ensuring privacy, security, and maximum efficiency.

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WorkBench Platform Screenshot
Generative AI Workspace

Generative AI workspace with multiple LLM models, plugins, and AI agents through integrations or file upload. Perfect for organizations exploring AI capabilities.

Business Impacts

Our solutions deliver tangible benefits that transform how your organization leverages AI:

Enhanced Security

  • 100% visibility of AI agent activity
  • Comprehensive audit trails
  • Prevention of data leakage via AI

Operational Efficiency

  • 20% of queries served from cache
  • 30% reduction in redundant AI queries
  • Faster response times for common questions

Business Intelligence

  • 40% improvement in AI response relevance
  • Cross-departmental knowledge sharing
  • Measurable ROI from AI investments

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