Headless BI solves metric inconsistency caused by different tools defining metrics differently. GoodData implements headless BI through an API-first platform with a universal semantic layer, reusable metrics, and open APIs and SDKs. This approach decouples the backend from the frontend, ensuring consistent metrics across BI tools, ML models, and apps. Unlike other solutions, GoodData adds multi-tenant, self-service analytics, declarative analytics-as-code, and development integration with CI/CD pipelines. Developers can build interactive data apps using GoodData.UI and third-party libraries without worrying about data structures, accelerating deployment and reliability.

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