AI That Goes Beyond the Dashboard: Advanced Capabilities for Real-Time, Configurable Analytics

Every business intelligence tool is racing to add AI capabilities to its platform — and for good reason. AI is rapidly becoming a critical enabler for organizations that want to turn data into immediate, actionable insights. However, BI has classically struggled with user engagement — will simply adding a chatbot to the BI interface automatically solve this problem? Can organizations count on simple LLM integrations to truly deliver on data AI’s promise?

We believe that AI for BI must be trusted, performant, and easily accessible to have the kind of impact organizations envision. Beyond that, it must also work with complex data models, not just simple datasets or single dashboards. Modular, embeddable, API-driven AI capabilities should bring the data AI experience to where users actually work — whether that’s within a BI interface, embedded into other applications, or even powering external chatbots through API integrations.

And while LLMs are powerful, they aren’t the full answer. The cost, performance, and accuracy of generative AI suffer without the right infrastructure. That’s why GoodData AI is built on a time-tested semantic layer and in-memory Analytics Lake, ensuring accuracy, efficiency, and trust.

What is GoodData AI?

GoodData AI simplifies the integration of AI into existing workflows, overcoming the obstacles that have traditionally hindered AI adoption. It is designed to handle intricate data models and deliver powerful analytics at scale, unlike other AI-enhanced BI tools that may be limited to basic reports and single dashboards.

The Benefits  GoodData AI Brings Today

• GoodData AI isn’t confined to BI: It seamlessly integrates across tools and applications with APIs and embeddable components.
• GoodData AI's foundation is its semantic layer: This ensures AI-generated insights are reliable and meaningful, even in complex data environments.
• Works with Complex Data Models: Not just for single dashboards — GoodData AI is designed to analyze interconnected, multi-source datasets with ease.
• Natural Language Assistant: Users can explore data through conversational queries — no SQL or technical expertise needed.
• Smart Search: AI-powered search surfaces relevant reports and insights, accelerating analysis without requiring users to start from scratch.

How We’re Redefining AI-Driven Analytics

All BI vendors are rushing to cram AI features into their tools, but GoodData is different. By combining our industry-leading semantic layer, SQL generation engine, and embedding expertise with cutting-edge AI infrastructure, we’ve built a powerful suite of AI tools that can be used in any application — not just BI.

AI Wherever You Need It

GoodData AI isn’t just another chatbot buried in a BI tool — it’s an enterprise-grade AI solution that seamlessly integrates with your broader data ecosystem. Whether through APIs, embeddable UI components, or within the GoodData platform itself, users can interact with AI in ways that fit their workflows.

• GoodData UI: AI capabilities are available directly in GoodData Business Intelligence UI.
• Embeddable Components: Enhance your applications with real-time AI-driven insights.
• APIs: Power AI analytics for external tools, chatbots, and custom applications.
• Unified Data Ecosystem: As part of GoodData’s integrated platform, AI works alongside GoodData BI and the Analytics Lake, providing a holistic, high-performance solution across all data tools.

Answers Users Can Trust

Unlike many AI-enhanced BI solutions, GoodData AI is built to support enterprise-grade analytics across complex data models with repeatable, hallucination-free answers

• Scalability & Performance: GoodData AI's high-performance, multi-tenant architecture allows you to scale the UI across thousands of users or customers.
• Bedrock of Trust: Provide accurate, repeatable answers thanks to semantic SQL and RAG architecture.
• Future-Proofing: Built on open-source technologies and designed to support evolving AI methodologies, ensuring long-term value.

Future-proof AI for Businesses of All Shapes and Sizes

GoodData AI is designed for a wide range of users, ensuring that businesses of all sizes can harness its power:

• Enterprises can scale AI-driven analytics across multiple departments with a robust, enterprise-grade solution.
• SaaS Providers can easily embed AI-powered analytics into their products, giving customers advanced insights without added complexity.
• Startups & SMBs can access affordable, yet powerful AI capabilities, making enterprise-level insights accessible to smaller teams.
• Developers & Data Architects can benefit from customizable, API-first tools that allow for seamless integration into existing workflows and empower innovation.

Beyond the Chatbot: What’s Coming Next?

Business and technology move fast, and GoodData AI is ready to make sure you stay ahead with ongoing innovation. Features coming soon include:

• Dynamic AI Orchestration: GoodData AI will intelligently select the best AI approach for each task — leveraging LLMs for complex queries, SLMs for fast lookups, and ML for predictive analytics, optimizing for cost, accuracy, and performance.
• AI-Generated Stories: Moving beyond the chat interface to rich storytelling capabilities combining text and visuals.
• Event Detection & AI Notifications: Proactive insights will allow users to react to critical business events in real-time.
• Bring Your Own Model: Choose any model to pair with our AI capabilities, including custom on-prem, or proprietary models.

AI That Works for You — Today and Tomorrow

GoodData AI is not just an enhancement — it’s a comprehensive AI-driven analytics platform designed for businesses that need to analyze complex data models with accuracy, scalability, and flexibility.

Discover how GoodData can transform your organization’s approach to data, empowering faster insights, better decisions, and a scalable, future-proof platform.

Get a demo and explore how GoodData AI can bring AI-powered analytics directly into your workflow — wherever you need it.