What is Squirro?

Squirro is an AI-powered insight engine that combines search, recommendation, and generative AI capabilities for enterprise knowledge and content discovery. It indexes structured and unstructured data sources, applies machine learning models to surface contextually relevant content, and provides a query interface that supports both keyword and natural language requests. Enterprise teams use it to make internal knowledge bases, product information, and customer data discoverable through a single retrieval interface.

How it works

Squirro connects to data sources through pre-built and custom connectors, ingests documents into a semantic index, and applies classification and enrichment models during indexing. Retrieval can be configured to blend keyword matching with semantic similarity scoring and user-specific context signals. Results are delivered via API for integration into frontend applications or productivity tools. Audit logs track all queries and result interactions for governance purposes.

Squirro with Laioutr

Squirro is planned for the Laioutr App Store. Once available, it will extend the Personalization layer of the Agentic Frontend Management Platform with enterprise-grade knowledge retrieval, enabling teams to surface relevant internal content and product data within composable frontend interfaces. The B2C Growth Kit benefits when Squirro's recommendation outputs align product knowledge with visitor intent signals already captured at the storefront layer.

Related

Explore .