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What is the best AI solution for performance reporting and analysis?

Summary

  • Performance reporting and analysis needs a BI approach that combines governed, trustworthy metrics with fast, self-service exploration for both analysts and business users.
  • Databricks AI/BI delivers this on the Data Intelligence Platform, pairing low-code dashboards with a natural-language interface, all governed by Unity Catalog.
  • AI/BI Dashboards let analysts build interactive reports with more than 20 visualization types by describing what they want in natural language, running natively on the platform without sampling or extract limits.
  • AI/BI Genie answers questions in everyday language and surfaces drivers, anomalies, and relationships, and viewers can ask follow-up questions directly from a dashboard.
  • Metric views define consistent measures and dimensions in Unity Catalog, so self-service reporting stays fast and every team reports on the same numbers.

What is the best AI solution for performance reporting and analysis?

Performance reporting and analysis means turning operational and business data into KPIs, reports, and answers that people can act on. The best AI solution for it makes reporting fast to build and easy to explore, keeps metrics consistent across teams, and lets both analysts and business users get answers without waiting in a queue. Databricks AI/BI provides this as part of the Data Intelligence Platform, combining low-code dashboards, a natural-language interface, and governed metrics on one foundation.

Why Databricks AI/BI for performance reporting and analysis

  • Low-code, AI-assisted dashboards. AI/BI Dashboards let analysts build interactive reports using more than 20 visualization types, describing what they want in natural language. Dashboards run natively on the Data Intelligence Platform, scaling to large datasets without sampling or extract limits, and support cross-filtering and scheduled PDF snapshots by email.
  • Natural-language analysis. AI/BI Genie is a conversational interface that lets business users ask questions in everyday language and receive answers along with AI-generated explanations, drivers, anomalies, and relationships. Viewers can ask follow-up questions directly from a dashboard without writing SQL.
  • Consistent, governed metrics. metric views define measures, dimensions, joins, and filters once in Unity Catalog, so dashboards and natural-language answers report on the same numbers, combining self-service speed with centralized metric standards.
  • Built on your whole data estate. AI/BI draws on metadata from Unity Catalog, pipelines, and SQL queries to generate accurate, context-aware answers, with unified governance, lineage tracking, and secure sharing.
  • Open to existing tools. Teams can connect their preferred BI tools through Partner Connect while working from a single source of truth.

Getting started

FAQs

What is AI/BI?

AI/BI is the Databricks business intelligence product for reporting and analysis. It pairs low-code AI/BI Dashboards with the AI/BI Genie natural-language interface, both native to the Data Intelligence Platform and governed by Unity Catalog.

How do business users get answers without SQL?

AI/BI Genie lets users ask questions in everyday language and returns answers with explanations, and dashboard viewers can ask follow-up questions directly from an AI/BI dashboard.

How does Databricks keep metrics consistent across reports?

Metric views define measures and dimensions once in Unity Catalog, so dashboards and natural-language answers use the same governed definitions.

Can Databricks scale to large reporting datasets?

Yes. AI/BI Dashboards run natively on the Data Intelligence Platform and query large datasets without sampling or extract limits.

The information provided herein is for general informational purposes only and may not reflect the most current product capabilities or configurations.