--- title: Securing the agentic enterprise with data lineage description: Securing agentic AI requires tracking data lineage, not just applications or endpoints, because agents continuously copy, transform and redistribute data... canonical: https://daily.dev/posts/securing-the-agentic-enterprise-with-data-lineage-kencq6eko twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: Securing the agentic enterprise with data lineage | daily.dev og:description: Securing agentic AI requires tracking data lineage, not just applications or endpoints, because agents continuously copy, transform and redistribute data... og:url: https://daily.dev/posts/securing-the-agentic-enterprise-with-data-lineage-kencq6eko og:image: https://api.daily.dev/og/posts/keNcq6ekO.png og:image:alt: Securing the agentic enterprise with data lineage 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. # Securing the agentic enterprise with data lineage **[MIT Technology Review](https://daily.dev/sources/technologyreview)** · 3 min read · 0 upvotes · 0 comments ## Summary Securing agentic AI requires tracking data lineage, not just applications or endpoints, because agents continuously copy, transform and redistribute data across workflows. An example describes a sales rep's AI agent pulling restricted pricing data and internal communications, then a second agent drafting a proposal from it with no human review. The resulting proposal contained unapproved and sensitive information, and no one could trace where it entered or spread. Traditional security built around apps, systems, networks or endpoints is no longer sufficient; teams need data lineage to manage governance, accountability and trust across human, agentic and hybrid workflows. This sponsored content was produced by MIT Technology Review's Insights custom content arm in partnership with Cyberhaven. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### why is tracking data lineage important for securing AI agents in an enterprise Because agentic workflows continuously copy, transform and redistribute data across systems, traditional security built around apps, networks or endpoints can't show where sensitive data entered a workflow or how far it spread. Data lineage gives visibility into how data moves between human, agentic and hybrid workflows, supporting governance, accountability and trust. _Teams rolling out multi-agent workflows can follow data governance approaches like this on daily.dev._ ## Similar posts on daily.dev - [How enterprises are preparing for agentic AI](https://daily.dev/posts/how-enterprises-are-preparing-for-agentic-ai-cz55ekhfk) · databricks · 0 upvotes · 0 comments - [Building trusted agentic AI in financial services: From data to autonomous action](https://daily.dev/posts/building-trusted-agentic-ai-in-financial-services-from-data-to-autonomous-action-pc9tqxd43) · elastic · 1 upvotes · 0 comments - [The era of agentic chaos and how data will save us](https://daily.dev/posts/the-era-of-agentic-chaos-and-how-data-will-save-us-sn17lztqw) · MIT Technology Review · 1 upvotes · 0 comments - [Why data governance is the secret to AI agent success](https://daily.dev/posts/why-data-governance-is-the-secret-to-ai-agent-success-lw5pmfmnn) · The New Stack · 0 upvotes · 0 comments - [Agent Lineage: Extending Data Lineage to AI Decisions](https://daily.dev/posts/agent-lineage-extending-data-lineage-to-ai-decisions-3zhkebnsf) · Decube · 1 upvotes · 0 comments --- Tags: [#security](https://daily.dev/tags/security), [#ai-agents](https://daily.dev/tags/ai-agents), [#data-engineering](https://daily.dev/tags/data-engineering), [#ai-governance](https://daily.dev/tags/ai-governance) [View this post on daily.dev](https://daily.dev/posts/securing-the-agentic-enterprise-with-data-lineage-kencq6eko) ```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":"Securing the agentic enterprise with data lineage","url":"https://daily.dev/posts/securing-the-agentic-enterprise-with-data-lineage-kencq6eko","mainEntityOfPage":{"@type":"WebPage","@id":"https://daily.dev/posts/securing-the-agentic-enterprise-with-data-lineage-kencq6eko"},"datePublished":"2026-11-04T13:35:26.199Z","dateModified":"2026-11-04T13:35:50.316Z","description":"Securing agentic AI requires tracking data lineage, not just applications or endpoints, because agents continuously copy, transform and redistribute data...","image":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/aef6e86b3c0a54564f495a61aca2edad?_a=AQAEuop","thumbnailUrl":"https://media.daily.dev/image/upload/f_auto,q_auto/v1/posts/aef6e86b3c0a54564f495a61aca2edad?_a=AQAEuop","isAccessibleForFree":true,"articleSection":"MIT Technology Review","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":"MIT Technology Review","logo":"https://media.daily.dev/image/upload/t_logo,f_auto/v1/logos/a8d03889722f4f22b3986e0b395ff076","url":"https://daily.dev/sources/technologyreview"},"commentCount":0,"discussionUrl":"https://daily.dev/posts/securing-the-agentic-enterprise-with-data-lineage-kencq6eko","interactionStatistic":[{"@type":"InteractionCounter","interactionType":{"@type":"LikeAction"},"userInteractionCount":0},{"@type":"InteractionCounter","interactionType":{"@type":"CommentAction"},"userInteractionCount":0}],"keywords":"security,ai-agents,data-engineering,ai-governance","timeRequired":"PT3M"} {"@context":"https://schema.org","@type":"BreadcrumbList","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://daily.dev"},{"@type":"ListItem","position":2,"name":"MIT Technology Review","item":"https://daily.dev/sources/technologyreview"},{"@type":"ListItem","position":3,"name":"Securing the agentic enterprise with data lineage"}]} {"@context":"https://schema.org","@type":"FAQPage","@id":"https://daily.dev/posts/securing-the-agentic-enterprise-with-data-lineage-kencq6eko#faq","mainEntity":[{"@type":"Question","name":"why is tracking data lineage important for securing AI agents in an enterprise","acceptedAnswer":{"@type":"Answer","text":"Because agentic workflows continuously copy, transform and redistribute data across systems, traditional security built around apps, networks or endpoints can't show where sensitive data entered a workflow or how far it spread. 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