GoodData Launches AI Smart Search to Redefine Insight Discovery in Enterprise Analytics

GoodData, the AI-native analytics platform, has announced the launch of AI Smart Search, a next-generation search experience designed to streamline how users access and engage with analytics content across their workspace. Whether it’s dashboards, visualizations, or saved insights, Smart Search eliminates the hassle of navigation and delivers the right information in seconds.

By merging modern user experience design with advanced semantic AI, Smart Search brings the simplicity of consumer-grade tools to enterprise analytics environments. From casual business users to experienced analytics engineers, the feature empowers all users to effortlessly locate, reuse, and explore existing content—boosting productivity and reducing duplication.

“GoodData AI Smart Search brings the intelligence of AI and the familiarity of modern search UX into enterprise analytics,” said Jan Franek, Senior Product Manager at GoodData. “It’s not just about finding dashboards—it’s about accelerating insight discovery while reducing duplication and friction.”

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Find Anything. Instantly. Intelligently.

With just a keystroke, users can activate a global search bar embedded within the main workspace navigation. Unlike basic keyword matching, Smart Search uses vector-based semantic similarity to identify the most relevant results based on titles, tags, and descriptions—no exact phrasing required.

Key Capabilities:

• Semantic Matching: Understands intent behind queries to surface relevant content, even when terms don’t exactly match (e.g., “monthly revenue trends” returns dashboards like “Revenue Over Time” or “Monthly Sales Growth”).
• Contextual Previews: Displays metadata such as object type, last updated timestamp, and confidence score for each result.
• Real-Time Feedback: Delivers live results with every keystroke—no need to hit Enter.
• Historical Recall: Automatically lists recent searches, allowing users to quickly resume previous explorations.
• Accessible Design: Fully keyboard-operable, with intuitive shortcuts for efficient navigation.
• Permission-Based Results: Ensures users only see what they’re authorized to access, maintaining enterprise-grade security.
• AI Architecture Built for Scale and Security

Under the hood, Smart Search is powered by a scalable, secure infrastructure that delivers high performance across large-scale deployments:

• Distributed Qdrant Vector Store: Ensures speed and reliability with auto-scaling and high availability.
• Multilingual Small Language Model: Enables near real-time semantic embedding generation, supporting global language inputs.
• Advanced Re-Ranking: Uses multiple AI models to re-prioritize results for maximum contextual relevance.
• Perimeter-Secure Deployment: All data processing is contained within the GoodData environment—whether on-premises or in the cloud—ensuring data privacy and compliance.

Designed for All Roles, Embedded in Every Workflow

Smart Search is built to support a wide range of use cases across user types:

• Business Users: Instantly find existing dashboards and insights—without the need to recreate reports.
• Analytics Engineers: Quickly locate, update, and integrate key analytical elements.
• Developers: Seamlessly embed Smart Search into custom applications for a white-labeled, branded experience.

Thanks to GoodData’s composable architecture, AI Smart Search can be natively used within the platform or integrated into any external application via APIs and SDKs—bringing contextual, secure, and scalable search to wherever users work.