{"type":"rich","version":"1.0","provider_name":"Transistor","provider_url":"https://transistor.fm","author_name":"Data Science Tech Brief By HackerNoon","title":"Scaling Self-Service Analytics in Regulated Banking With Metadata-Driven Design","html":"<iframe width=\"100%\" height=\"180\" frameborder=\"no\" scrolling=\"no\" seamless src=\"https://share.transistor.fm/e/6e9ad1a0\"></iframe>","width":"100%","height":180,"duration":398,"description":"\n        This story was originally published on HackerNoon at: https://hackernoon.com/scaling-self-service-analytics-in-regulated-banking-with-metadata-driven-design.\n             Scaling self-serve analytics in regulated banking is hard. Learn how metadata-driven design enforces governance while letting teams explore data safely \n            Check more stories related to data-science at: https://hackernoon.com/c/data-science.\n            You can also check exclusive content about #data-engineering, #bigquery, #gcp, #data-governance, #mlops, #cross-cloud-data-platform, #cloud-data-engineering, #self-service-analytics,  and more.\n            \n            \n            This story was written by: @jeevanreddygeeredd. Learn more about this writer by checking @jeevanreddygeeredd's about page,\n            and for more stories, please visit hackernoon.com.\n            \n                \n                \n                Self-service analytics in banking is not primarily a technology challenge. It's a governance challenge. This article explores the design of a metadata-driven analytics platform on GCP that enabled business teams to access trusted financial data without creating new silos. Key lessons include treating lineage as a first-class feature, using semantic layers to enforce consistent business logic, and prioritizing auditability over raw performance in regulated environments.\n        \n        ","thumbnail_url":"https://img.transistorcdn.com/8VxAgS1Ll3FJEERcAdhFdqqXJMnE7OfD2RUvrjauLt0/rs:fill:0:0:1/w:400/h:400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9zaG93/LzQxMjY4LzE2ODM1/ODI1ODUtYXJ0d29y/ay5qcGc.webp","thumbnail_width":300,"thumbnail_height":300}