--- title: De-identifying Analytics Data with Skyflow description: In this paper, you’ll learn how a data privacy vault and tokenization can help you handle sensitive data, reducing security and compliance concerns. image: https://info.skyflow.com/hubfs/De-identifying%20Analytics%20Data%20with%20Skyflow%20%20OG.png --- [![](https://assets-global.website-files.com/5ff8d8143c5ff18447c9ef9d/612cff19aaf5b083a344615d_skyflow-logo-night.svg)](https://www.skyflow.com) Products Solutions Company Resources Vaults [PII Secure PII across your tech stack](https://www.skyflow.com/product/pii-data-privacy-vault)[Fintech Streamline PCI compliance](https://www.skyflow.com/product/fintech-data-privacy-vault) [Healthcare Protect PHI and satisfy HIPAA](https://www.skyflow.com/product/healthcare-data-privacy-vault)[LLM Keep sensitive data out of AI models](https://www.skyflow.com/product/llm-privacy-vault) [News ![](https://assets-global.website-files.com/5ff8d8143c5ff18447c9ef9d/63c1de5219ef316b9408dde0_the-wall-street-journal.png) THE WALL STREET JOURNAL Read About Skyflow and Our Customers in The Wall Street Journal View more](https://webreprints.djreprints.com/5532141218790.html) By Use Case By Compliance [PII Storage and Management](https://www.skyflow.com/solutions/by-use-case/customer-data-storage-and-management) [PHI Collection and Sharing](https://www.skyflow.com/solutions/by-use-case/solutions-hipaa-compliant-data-collection) [Data Residency](https://www.skyflow.com/solutions/by-use-case/solutions-data-residency) [Analytics](https://www.skyflow.com/solutions/by-use-case/solutions-data-analytics) [Card Acceptance](https://www.skyflow.com/solutions/by-use-case/solutions-card-acceptance) [Card Issuance](https://www.skyflow.com/solutions/by-use-case/solutions-card-issuance) [Money Movement](https://www.skyflow.com/solutions/by-use-case/solutions-money-movement) [Privacy-safe Communication](https://www.skyflow.com/solutions/by-use-case/solutions-privacy-safe-communication) [CCPA](https://www.skyflow.com/solutions/by-compliance/ccpa) [Data Residency](https://www.skyflow.com/solutions/by-compliance/data-residency) [GDPR](https://www.skyflow.com/solutions/by-compliance/gdpr) [HIPAA](https://www.skyflow.com/solutions/by-compliance/hipaa) [PCI](https://www.skyflow.com/solutions/by-compliance/pci) [SOC2](https://www.skyflow.com/solutions/by-compliance/soc-2) [CPRA](https://www.skyflow.com/solutions/by-compliance/cpra) Company [About Us](https://www.skyflow.com/company)[News](https://www.skyflow.com/press)[Careers](https://www.skyflow.com/careers)[Customers](https://www.skyflow.com/customers)[Skyflow + AWS](https://www.skyflow.com/partners/aws) Community [Events](https://www.skyflow.com/events)[Podcast](https://www.skyflow.com/podcast) [Slack Group](https://partiallyredacted.slack.com/join/shared_invite/zt-1ki1zn3y8-MEC9qmffvfrRiGwvwMd8PQ#/shared-invite/email) Next Event Fintech Meetup March 3, 2024 Skyflow is proud to sponsor Fintech Meetup 2024! Stop by our booth #1115 and discover how we help fintechs build faster and ship globally with scalable AI, data residency, and analytics solutions that put your customers’ privacy first. Chat with our privacy experts about how we are re-inventing data privacy with a data privacy vault. Register Resources [Docs](https://docs.skyflow.com/)[YouTube](https://www.youtube.com/@SkyflowAPI)[Blog](https://www.skyflow.com/blog) Blog Ease Healthcare Privacy Compliance with Skyflow Read More [Get a Demo](https://www.skyflow.com/get-demo) [![](https://assets-global.website-files.com/5ff8d8143c5ff18447c9ef9d/612cff19aaf5b083a344615d_skyflow-logo-night.svg)](https://www.skyflow.com/old-home) Products Vaults [PII Secure PII across your tech stack](https://www.skyflow.com/product/pii-data-privacy-vault)[Fintech Streamline PCI compliance](https://www.skyflow.com/product/fintech-data-privacy-vault)[Healthcare Protect PHI and satisfy HIPAA](https://www.skyflow.com/product/healthcare-data-privacy-vault)[LLM Keep sensitive data out of AI models](https://www.skyflow.com/product/healthcare-data-privacy-vault) [News ![](https://assets-global.website-files.com/5ff8d8143c5ff18447c9ef9d/63c1de5219ef316b9408dde0_the-wall-street-journal.png) THE WALL STREET JOURNAL Read About Skyflow and Our Customers in The Wall Street Journal View more](https://webreprints.djreprints.com/5532141218790.html) Solutions By Compliance [CCPA](https://www.skyflow.com/solutions/by-compliance/ccpa)[Data Residency](https://www.skyflow.com/solutions/by-compliance/data-residency)[GDPR](https://www.skyflow.com/solutions/by-compliance/gdpr)[HIPAA](https://www.skyflow.com/solutions/by-compliance/hipaa) [PCI](https://www.skyflow.com/solutions/by-compliance/pci)[SOC2](https://www.skyflow.com/solutions/by-compliance/soc-2)[CPRA](https://www.skyflow.com/solutions/by-compliance/cpra) By Use Case [PII Storage and Management](https://www.skyflow.com/solutions/by-use-case/customer-data-storage-and-management)[PHI Collection and Sharing](https://www.skyflow.com/solutions/by-use-case/solutions-hipaa-compliant-data-collection)[Data Residency](https://www.skyflow.com/solutions/by-use-case/solutions-data-residency)[Analytics](https://www.skyflow.com/solutions/by-use-case/solutions-data-analytics) [Card Acceptance](https://www.skyflow.com/solutions/by-use-case/solutions-card-acceptance)[Card Issuance](https://www.skyflow.com/solutions/by-use-case/solutions-card-issuance)[Money Movement](https://www.skyflow.com/solutions/by-use-case/solutions-money-movement)[Privacy-safe Communication](https://www.skyflow.com/solutions/by-use-case/solutions-privacy-safe-communication) Company Company [About Us](https://www.skyflow.com/company)[News](https://www.skyflow.com/press)[Careers](https://www.skyflow.com/careers)[Customers](https://www.skyflow.com/customers)[Skyflow + AWS](https://www.skyflow.com/partners/aws) Community [Events](https://www.skyflow.com/events)[Podcast](https://www.skyflow.com/podcast)[Newsletter](https://www.skyflow.com/solutions#by-customer)[Slack Group](https://partiallyredacted.slack.com/join/shared_invite/zt-1ki1zn3y8-MEC9qmffvfrRiGwvwMd8PQ#/shared-invite/email) Next Event IAPP Privacy. Security. Risk. 2023 October 5, 2023 Join us in San Diego for the world's leading privacy, security, and risk conference, hosted by IAPP. Stop by Booth 218 to demo Skyflow LLM Privacy Vault and learn about scalable solutions for AI data privacy, data residency, and more. Also, don’t miss our panel on Oct. 13th at 11:15: "Will Privacy Kill Generative AI?" Register Resources Resources [Docs](https://docs.skyflow.com/)[YouTube](https://www.youtube.com/@SkyflowAPI)[Blog](https://www.skyflow.com/blog) Blog Ease Healthcare Privacy Compliance with Skyflow Read More [Get a Demo](https://www.skyflow.com/get-demo) De-identifying Analytics Data with Skyflow Sensitive data often finds its way into data analytics pipelines where it’s rarely needed, but adds enormous security and compliance risk. However, blindly purging such data from analytics pipelines can break key use cases.   Learn how a data privacy vault and tokenization can help you preserve privacy while enabling analytics. Download this white paper learn more.   [![6042ee8ca5e70e4cb9ef1fc8_logo_skyflow_white](https://info.skyflow.com/hubfs/6042ee8ca5e70e4cb9ef1fc8_logo_skyflow_white.svg)](https://www.skyflow.com/) [![656ee6d3a832bfb83d00ee0e_Twitter Skyflow](https://info.skyflow.com/hubfs/656ee6d3a832bfb83d00ee0e_Twitter%20Skyflow.svg)](https://twitter.com/SkyflowAPI) [![6053acf860ff523a3d4c6c6c_icon_social_linkedin](https://info.skyflow.com/hubfs/6053acf860ff523a3d4c6c6c_icon_social_linkedin.svg)](https://www.linkedin.com/authwall?trk=ripf&trkInfo=AQFVkUnT3K-7kgAAAXkRn8VQ8tl_yuA3cwTVQKDSHWQkz8qXG59Qjt_EtqxyVeAokzIwcgJHc-RRKA8CzdV47IVU1lDOkm893wIrjvV5PfJsZt7YjZhUK9DKF8dv5vVQmP_3FYk=&originalReferer=https://www.skyflow.com/&sessionRedirect=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fskyflow%2F) [![61537f8b6b7be4c911140a9c_github](https://info.skyflow.com/hubfs/61537f8b6b7be4c911140a9c_github.svg)](https://github.com/skyflowapi) [![6321cc536667e7311d41d7c0_pod](https://info.skyflow.com/hubfs/6321cc536667e7311d41d7c0_pod.svg)](https://www.skyflow.com/podcast) [![yt](https://info.skyflow.com/hubfs/yt.svg)](https://www.youtube.com/channel/UCWc8_WuixVBBCsdtme3dC3w/playlists) [Product](https://www.skyflow.com/product/payments-data-privacy-vault) [Company](https://www.skyflow.com/company) [Docs](https://docs.skyflow.com/) [Careers](https://www.skyflow.com/careers) [Blog](https://www.skyflow.com/blog) [Press](https://www.skyflow.com/press) [Security](https://www.skyflow.com/security) [Events](https://www.skyflow.com/events) [Get a Demo](https://www.skyflow.com/get-demo) [Privacy Policy](https://www.skyflow.com/privacy-policy) [Terms of Service](https://www.skyflow.com/terms-of-service) [Cookie Policy](https://www.skyflow.com/cookie-policy) © 2025 Skyflow, Inc. 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