--- title: A Practical AI Governance Framework for Enterprises description: Databricks introduces a comprehensive AI Governance Framework with 43 key considerations across five pillars: AI Organization, Legal and Regulatory Compliance,... canonical: https://daily.dev/posts/a-practical-ai-governance-framework-for-enterprises-do9dlr2km twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: A Practical AI Governance Framework for Enterprises | daily.dev og:description: Databricks introduces a comprehensive AI Governance Framework with 43 key considerations across five pillars: AI Organization, Legal and Regulatory Compliance,... og:url: https://daily.dev/posts/a-practical-ai-governance-framework-for-enterprises-do9dlr2km og:image: https://api.daily.dev/og/posts/DO9dLR2KM.png og:image:alt: A Practical AI Governance Framework for Enterprises og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # A Practical AI Governance Framework for Enterprises **[databricks](https://daily.dev/sources/databricks)** · 13 min read · 0 upvotes · 0 comments ## Summary Databricks introduces a comprehensive AI Governance Framework with 43 key considerations across five pillars: AI Organization, Legal and Regulatory Compliance, Ethics and Responsible AI, Data/AIOps/Infrastructure, and AI Security. The framework addresses enterprise challenges like unclear ownership, inadequate risk controls, and compliance gaps that cause AI project failures. It emphasizes embedding governance across teams, continuous monitoring, and integrating with tools like Unity Catalog for lineage and access control. The framework includes a maturity model for phased implementation and metrics to measure governance effectiveness. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [AI Governance Best Practices: How to Build Responsible and Effective AI Programs](https://daily.dev/posts/ai-governance-best-practices-how-to-build-responsible-and-effective-ai-programs-ntzop4y6a) · databricks · 1 upvotes · 0 comments - [What Is AI Governance? A Practical Guide for Enterprise Leaders](https://daily.dev/posts/what-is-ai-governance-a-practical-guide-for-enterprise-leaders-32guybumc) · Decube · 0 upvotes · 0 comments - [Data governance services: Building an AI-ready framework](https://daily.dev/posts/data-governance-services-building-an-ai-ready-framework-ttmn575lb) · Netguru · 0 upvotes · 0 comments - [AI Governance Framework for Enterprise ML & GenAI](https://daily.dev/posts/ai-governance-framework-for-enterprise-ml-genai-hbuozzvum) · Domino Data Lab · 0 upvotes · 0 comments --- Tags: [#ai](https://daily.dev/tags/ai), [#machine-learning](https://daily.dev/tags/machine-learning), [#data-engineering](https://daily.dev/tags/data-engineering), [#databricks](https://daily.dev/tags/databricks) [View this post on daily.dev](https://daily.dev/posts/a-practical-ai-governance-framework-for-enterprises-do9dlr2km) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"A Practical AI Governance Framework for Enterprises","url":"https://daily.dev/posts/a-practical-ai-governance-framework-for-enterprises-do9dlr2km","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/a-practical-ai-governance-framework-for-enterprises-do9dlr2km"},"datePublished":"2026-01-20T23:46:08.237Z","dateModified":"2026-01-20T23:46:36.426Z","description":"Databricks introduces a comprehensive AI Governance Framework with 43 key considerations across five pillars: AI Organization, Legal and Regulatory Compliance,...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/b928f2e9d72747a8faa321e1c650c575?_a=AQAEulh","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/b928f2e9d72747a8faa321e1c650c575?_a=AQAEulh","isAccessibleForFree":true,"articleSection":"databricks","inLanguage":"en","publisher":{"@type":"Organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180}},"author":{"@type":"Organization","name":"databricks","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/fa7aa720f2db4d1eba826814730482c8","url":"https://daily.dev/sources/databricks"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/a-practical-ai-governance-framework-for-enterprises-do9dlr2km","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"ai,machine-learning,data-engineering,databricks","timeRequired":"PT13M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"databricks","item":"https://daily.dev/sources/databricks"},{"@type":"ListItem","position":3,"name":"A Practical AI Governance Framework for Enterprises"}]} ```