Scout is a non-obtrusive, centrally distributed browser plug-in that captures user activity on AI applications and the AI functions of AI integrated applications.

Larridin Scout is a browser-based measurement system that identifies interactions with hundreds of known AI applications. It captures metadata on which tools are being used, by which teams, and how frequently, giving you a comprehensive map of your company's AI landscape.

Larridin Scout measures it through three integrated signals: prompt quality; real-time value feedback; and utilization patterns.

Scout gives you complete visibility into every AI tool being used across your organization, who's using them, and usage patterns—the foundation for managing compliance, governance, and risk.

You need three things—complete visibility into what AI tools exist, data on how effectively they're being used, and evidence that governance policies are actually being followed.

Scout combines utilization data, proficiency signals, and real-time value feedback to show you which tools are actually driving business impact—not just which ones people are using.

Absolutely not. Scout is designed with privacy as a core principle. It does not read or record keystrokes, emails, private messages, or information in documents. It only identifies the usage of known, public-facing AI websites to help you understand tool adoption and identify potential "Shadow AI" risks.

Deploy Scout across the enterprise and you will quickly have a categorized inventory of every AI LLM and application detected. Drill down to set policies or explore usage by team or location.

Scout provides actionable intelligence to help you: - Discover all AI tools in use, including unapproved "Shadow AI." - Understand which departments and teams are the biggest adopters. - Optimize software spend by identifying redundant AI tool subscriptions. - Make data-informed decisions about your AI strategy and training needs.

You measure AI ROI by connecting three data points—utilization, proficiency, and value—to identify where AI investments are actually driving business impact.

Scout's data shows that AI maturity—measured by proficiency and effective tool usage—directly correlates with both speed and quality, but only when all three elements align: the right tools, skilled users, and high-value use cases.

Scout discovers every AI tool being used across your organization in real-time—including personally purchased tools—and gives you the visibility to manage BYOAI risk before it becomes a compliance issue.

Larridin enforces zero data storage for the AI Exposure Report.