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.

But traditional BI has long struggled with user engagement. Will simply dropping a chatbot onto a dashboard change that? Can lightweight LLM integrations truly deliver on the promise of data intelligence?

We believe AI in BI must be more than a surface feature. It needs to be trusted, high-performing, and accessible — built to handle complex models, not just surface-level metrics. Most importantly, it should show up where users already work: inside BI, embedded in apps, and available through APIs that power connected experiences.

While LLMs are powerful, they’re only one part of the equation. Without the right foundation, AI falls short. That’s why GoodData AI is built on a proven semantic layer and in-memory Analytics Lake — and why we’re thinking deeply about how evolving concepts like model context protocols and ontology-driven reasoning can shape a new era of context-aware analytics.

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

• Beyond BI: GoodData AI works across tools and ecosystems through embeddable components, SDKs, and APIs — bringing intelligent insights to wherever users work.
• Semantic Intelligence, Not Just Syntax: Grounded in a semantic layer and developed with ontology-aware design in mind, GoodData AI aims to deliver insights that are not only technically correct but contextually aligned with how your business thinks.
• Context That Adapts: Our approach reflects ongoing thinking around Model Context Protocol (MCP) — a direction we're actively shaping to help AI interactions stay relevant and consistent as users navigate across tools, workflows, and environments.
• Enterprise-Grade Complexity: Designed to support interconnected, multi-source data models, GoodData AI handles far more than basic dashboards or static reports.
• Conversational Exploration: Ask questions naturally. Iterate. Filter. Refine. GoodData AI’s assistant empowers users to engage without SQL or technical expertise.
• Smart Search & Discovery: Instantly discover the most relevant metrics, reports, and dashboards — with AI doing the heavy lifting behind the scenes.

Discover GoodData AI

Explore data, visualize answers, and take action via natural language from any user interface.

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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 composable 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.

Leverage the GoodData AI Assistant in the following ways:

• 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

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 our robust, multi-tenant, 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.

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.

Let’s talk and explore how GoodData AI can bring AI-powered analytics directly into your workflow — wherever you need it.