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GoodData Review: AI-Enabled Analytics and Reporting

GoodData helps software and enterprise companies embed analytics and AI-driven insights into their products. It supports teams needing a governed semantic layer to maintain consistent reporting across multiple customer tenants.

Pricing

GoodData offers Professional pricing based on a platform fee plus the number of workspaces, and custom pricing for Enterprise. A 30-day trial is available.

At a glance

Best for
Software companies, Enterprise organizations, SaaS platform developers, B2B data product managers
Key use cases
Application Data Monetization, Customer Service Optimization, BI Modernization, Enterprise Reporting
Integrations
Amazon Redshift, Azure SQL, Databricks, Google BigQuery, Snowflake
Visit GoodDataGoodData software interface screenshot

How AI is used

GoodData is an analytics platform designed for companies that integrate data intelligence into their own applications or manage enterprise reporting. It focuses on embedded analytics and agentic AI, allowing businesses to build AI assistants and automated workflows that interact with their data.

The software is designed for software companies and organizations across various sectors, including healthcare, finance, and e-commerce. It supports data connectivity to various warehouses such as Snowflake and BigQuery.

Buyers can use the platform to update their BI stacks or create data products for their own customers. The tool offers a managed cloud service and self-hosted options, which may support organizations with specific data residency or regulatory requirements.

Buyers should confirm whether they require a simple internal reporting tool or a complex embedding platform, as the Professional and Enterprise plans differ in AI capabilities and support levels.

Key Features

  • Embedded Analytics

    Supports the integration of dashboards and visualizations into user interfaces via iFrames, Web Components, and APIs.

  • Agentic Analytics

    Supports the creation of AI assistants and agent libraries to automate insights and execute data-driven tasks.

  • Governed Semantic Layer

    Provides a central location to define business logic and metrics to help maintain consistency across reports and AI agents.

  • Analytics as Code

    Provides a developer-focused approach to managing analytics pipelines and metadata through code.

  • Multi-tenant Workspaces

    Uses hierarchical workspaces to isolate data and permissions for different customers, departments, or partners.

  • Data Connectivity

    Connects to sources including Amazon Redshift, Azure SQL, Databricks, Google BigQuery, Snowflake, and PostgreSQL.

Use Cases

  • Application Data Monetization

    Embedding analytics into a SaaS product to offer data-driven insights as a feature to B2B customers.

  • Customer Service Optimization

    Tracking call center response times and resolution rates to identify operational inefficiencies.

  • BI Modernization

    Moving from legacy business intelligence tools to a stack that supports natural language querying.

  • Enterprise Reporting

    Creating scalable, governed reports across various global departments with shared business logic.

Integrations

  • Amazon Redshift
  • Azure SQL
  • Databricks
  • Google BigQuery
  • Snowflake
  • PostgreSQL
  • Microsoft SQL Server
  • MySQL
  • Oracle
  • GitHub
  • GitLab
  • Azure DevOps

FAQ

What is the difference between GoodData's Professional and Enterprise plans?

The Professional plan uses per-workspace pricing and provides standard community support. The Enterprise plan offers custom pricing, a dedicated customer success manager, 24/7 prioritized SLAs, and expanded AI Agent Builder and AI Lake capabilities.

Does GoodData support self-hosting?

Yes, GoodData offers a self-hosted deployment option for organizations that require enhanced security, governance, or specific data residency compliance.

What are GoodData's embedding options?

GoodData supports embedding via iFrames, Web Components, and APIs, and provides React and Python SDKs for building custom user interfaces.

Source category: Data & Analytics

Source subcategory: Analytics & Reporting

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