4 verified briefings on Business Intelligence. Each story includes a plain-English summary, why it matters, and the concrete action engineering teams should take.
Visa built a conversational AI agent using ClickHouse and LibreChat to analyze payments data. The new system turns multi-day reporting tasks into sub-second queries, saving each user up to 10 hours of work every week.
Google is adding conversational AI agents to its Looker dashboards. This lets users ask follow-up questions directly within their reports, getting answers without needing to ask a data analyst for help.
Traditional BI semantic layers standardize business metrics for reports and dashboards. However, to ground AI models effectively, a new 'context layer' is needed. This layer provides deeper business context, relationships, and operational data, ensuring AI applications generate accurate and reliable insights.
Many organizations can't answer critical business questions because their data is siloed in separate systems. Databricks argues that by unifying disparate datasets—like customer records and sales figures—companies can uncover complex patterns, moving beyond basic historical reporting to make more informed decisions.