Fluid Topics

Enables users to search across entire documentation repositories with AI-enhanced relevance ranking and natural language understanding. Returns contextually relevant results even when exact keyword matches don't exist.

Allows users to narrow search results using multiple filter dimensions such as product version, user role, document type, and custom metadata. Enables progressive refinement of large result sets.

Enables creation and management of structured metadata, tags, and taxonomies for documentation content. Supports faceted search, personalization, and content organization.

Connects with existing documentation platforms, CMS systems, and knowledge bases to pull content and maintain synchronization. Enables gradual migration without disrupting current workflows.

Allows customization of the documentation portal appearance including colors, logos, and branding to match organizational identity. Supports white-label deployments for customer-facing documentation.

Manages user access to documentation based on roles, organizational structure, and permissions. Ensures users only see content they're authorized to access.

Manages and presents multiple versions of documentation simultaneously, allowing users to switch between versions and preventing confusion across product releases. Handles version-specific content visibility and comparison.

Tailors documentation visibility, recommendations, and navigation based on user roles, permissions, and organizational attributes. Shows different content to different user segments automatically.

Delivers localized or region-specific documentation variants based on user location or organizational geography. Enables compliance with regional requirements and localized content presentation.

Suggests relevant documentation to users based on their browsing history, search patterns, role, and behavior. Proactively surfaces related content users may not have discovered.

Accepts documentation in multiple source formats (XML, PDF, DITA, HTML) and converts them into a unified searchable and presentable format without requiring complete content rewrites.

Transforms static documentation into interactive, searchable knowledge hubs with dynamic navigation, recommendations, and personalization. Creates branded, user-friendly documentation portals.

Tracks and reports on how improved documentation discoverability reduces support ticket volume. Measures the impact of better search and recommendations on support team workload.

Monitors how users interact with documentation including search patterns, page views, time spent, and navigation paths. Provides insights into user behavior and documentation effectiveness.