Got Metrics? Build a Metric Store — A Tour of Developing Metrics Through UC Metric Views
Overview
Experience | In Person |
---|---|
Type | Breakout |
Track | Data and AI Governance |
Industry | Enterprise Technology, Professional Services |
Technologies | Apache Spark, Databricks SQL, Unity Catalog |
Skill Level | Intermediate |
Duration | 40 min |
I have metrics, you have metrics — we all have metrics. But the real problem isn’t having metrics, it’s that the numbers never line up, leading to endless cycles of reconciliation and confusion. Join us as we share how our Data Team at Databricks tackled this fundamental challenge in Business Intelligence by building an internal Metric Store — creating a single source of truth for all business metrics using the newly-launched UC Metric Views. Imagine a world where numbers always align, metric definitions are consistently applied across the organization and every metric comes with built-in ML-based forecasting, AI-powered anomaly detection and automatic explainability. That’s the future we’ve built — and we’ll show you how you can get started today.
Session Speakers
Amit Pahwa
/Staff Software Engineer
Databricks
Cristian Figueroa
/Sr. Software Engineer
Databricks