--- title: "DSPM & AI SPM Platform: Data Security Posture Management | BigID" description: "BigID delivers enterprise DSPM and AI security posture management (AI SPM) with ML-driven data discovery, #1-ranked classification accuracy, and AI-prioritized remediation across multi-cloud and on-prem environments. See it in action." --- [![bigid-logo](https://home.bigid.com/hubfs/bigid-horizontal.png)](https://bigid.com/) [GET A DEMO](https://home.bigid.com/demo) ## **Protect your data & AI with the leading DSPM solution** #### Enterprise DSPM that's cloud native, #1 in classification accuracy, with AI-prioritized risk remediation built in. ![logo (2)](https://home.bigid.com/hs-fs/hubfs/logo%20(2).png?width=179&height=18&name=logo%20(2).png "logo (2)") ### Get Started ⤵︎ ![security-ai](https://home.bigid.com/hs-fs/hubfs/security-ai.png?width=2001&height=1369&name=security-ai.png "security-ai")     **Recognized as the #1 data security, privacy, and AI data management solution by leading industry analysts** ![2025_CRN-Security-100](https://home.bigid.com/hs-fs/hubfs/2025_CRN-Security-100.jpg?width=1149&height=2011&name=2025_CRN-Security-100.jpg) ![Cybersecurithy Excellence Award](https://home.bigid.com/hs-fs/hubfs/Cybersecurithy%20Excellence%20Award.png?width=610&height=773&name=Cybersecurithy%20Excellence%20Award.png) ![2025 Tech Innovation CUBEd Awards finalist for Top Data Protection Innovation](https://home.bigid.com/hs-fs/hubfs/2025%20Tech%20Innovation%20CUBEd%20Awards%20finalist%20for%20Top%20Data%20Protection%20Innovation.png?width=225&height=225&name=2025%20Tech%20Innovation%20CUBEd%20Awards%20finalist%20for%20Top%20Data%20Protection%20Innovation.png) ![Top-Infosec-Innovator-Winners-2025_001-768x675](https://home.bigid.com/hs-fs/hubfs/Top-Infosec-Innovator-Winners-2025_001-768x675.png?width=768&height=675&name=Top-Infosec-Innovator-Winners-2025_001-768x675.png) ![AI Excellence Awards](https://home.bigid.com/hs-fs/hubfs/AI%20Excellence%20Awards.png?width=1175&height=1174&name=AI%20Excellence%20Awards.png) - #### DSPM for Data & AI - #### Shine a Light on Dark Data - #### AI Security Posture Management - #### Remediate Data Risk ![dspm-ai-zoom](https://home.bigid.com/hubfs/dspm-ai-zoom.png) ### **Jumpstart DSPM** **Proactive, data-centric DSPM for the multi-cloud era.** Accelerate your DSPM program with a data-first approach. BigID automatically maps, monitors, and remediates data risk across the multi-cloud — powered by ML-driven in-depth data discovery and automation. Get continuous visibility into your data security posture without manual inventories or point-in-time snapshots. ![discovery-dash](https://home.bigid.com/hubfs/discovery-dash.png) ### **Achieve unparalleled accuracy in data discovery & classification.** **Automatically find and inventory your most sensitive, critical, and high-priority data - wherever it lives.** Find and protect the data that matters most to you: whether it's critical, regulated, personal, secrets, passwords, IP, financial, or more across structured and unstructured data.  Go beyond traditional pattern-matching and regular expression (RegEx) with advanced, trainable ML and NLP-based classification.  ![classifier-doc](https://home.bigid.com/hubfs/classifier-doc.png) ### **Data-Centric AI Security & Risk Governance** **Identify and govern sensitive data in AI models — before it becomes a breach.** BigID helps security teams proactively identify sensitive, toxic, and high-risk data fueling AI models — reducing exposure, ensuring compliance, and minimizing AI risk. Whether it's PII in LLM training data, IP in generative AI pipelines, or shadow AI across business units, BigID provides the visibility and control security teams need across multi-cloud and on-prem environments. ![dspm-bcbs](https://home.bigid.com/hubfs/dspm-bcbs.png) ### **Don't Just Find Risk. Fix It.** **Remediate high-risk, sensitive, and critical data — everywhere — from one place.** A single pane of glass for all data protection actions: annotate, delete, quarantine, archive, mask, encrypt, and anonymize sensitive data. Assign findings and tasks to the right data owners, maintain a full audit trail of all data protection activity, and enforce remediation priorities by policy. Report on actions taken on sensitive data for compliance purposes.   CUSTOMER STORY ### How The University of Maryland Saved $5 Million in Risk Exposure The University of Maryland used BigID to uncover and reduce over $5M in data risk across 2.5PB of cloud storage. With deep discovery and classification across Google Drive, O365, and Box, they identified and cleaned up thousands of exposed PII records—boosting compliance, minimizing exposure, and improving visibility across their data. [SEE IT HERE](https://home.bigid.com/download-bigid-umd-case-study) [![bigid and umd case study](https://home.bigid.com/hubfs/bigid%20and%20umd%20case%20study.png)](https://home.bigid.com/download-bigid-umd-case-study) CUSTOMER STORY ### How the US Army Ensures Their Data is in the Safe Zone BigID has equipped the US Army with the ability to illuminate dark data, accelerate cloud migration, minimize redundancy, and automate data retention. The result? Enhanced security, minimized risks, and streamlined data management across diverse platforms. See how BigID can help do the same for your organization. [SEE IT HERE](https://home.bigid.com/download-customer-story-us-army) [![us army_new logo](https://home.bigid.com/hubfs/us%20army_new%20logo.png)](https://home.bigid.com/download-customer-story-us-army) CHECKLIST ### DSPM and AI SPM for 2026 & Beyond Stay on the cutting edge of DSPM and AI SPM with the latest innovations and best practices covered in our ultimate checklist. We'll dive into the critical capabilities of both, and how BigID's pioneering approach enables organizations to keep their data safeguarded, secure, and compliant for 2026 and beyond.  [GET THE CHECKLIST](https://home.bigid.com/download-the-ultimate-dspm-checklist) [![Screenshot 2026-05-15 at 12.31.28 PM](https://home.bigid.com/hubfs/Screenshot%202026-05-15%20at%2012.31.28%20PM.png)](https://home.bigid.com/download-the-ultimate-dspm-checklist) ## Talk to a BigID DSPM specialist today ### FAQ: **What is data security posture management (DSPM)?** Data security posture management (DSPM) is a category of security technology that provides organizations with continuous, automated visibility into where sensitive data lives, who has access to it, and where it is at risk across cloud, on-premises, and hybrid environments. DSPM platforms like BigID use machine learning to automatically discover, classify, and assess data risk so security teams can prioritize and remediate vulnerabilities before they lead to breaches or compliance failures. **What is AI security posture management (AI SPM)?** AI security posture management (AI SPM) extends DSPM principles to the AI layer, providing visibility and governance over the data entering and exiting AI models, LLMs, and generative AI pipelines. AI SPM helps organizations discover sensitive data in AI training sets, enforce data-use policies, detect shadow AI usage, and reduce the risk of data leakage through AI systems. BigID unifies DSPM and AI SPM in a single platform. **What data sources does BigID cover?** BigID connects to 500+ data sources natively, including SaaS platforms, PaaS and IaaS environments, dev tools, applications, big data and NoSQL systems, email platforms, and on-premises data centers, at petabyte scale. This includes structured, semi-structured, and unstructured data across cloud, hybrid, and air-gapped environments. **Does BigID cover unstructured and semi-structured data?** Yes. BigID provides comprehensive coverage across all data types: structured, semi-structured, and unstructured. This enables discovery of dark data and sensitive records across documents, emails, images, code repositories, and more. BigID combines RegEx with advanced ML and AI to scan data 95% faster than legacy tools. **What is the difference between DSPM and traditional DLP?** Traditional DLP tools rely on static rules and pattern-matching to prevent data loss at network boundaries. They often miss large volumes of sensitive data, especially in unstructured files, cloud-native environments, and modern SaaS platforms. DSPM takes a data-centric approach: using ML-driven discovery to find all sensitive data, continuously assessing risk posture, and providing full data context (ownership, access, regulatory obligations) to enable smarter, automated remediation. DSPM is proactive; legacy DLP is reactive. **What security use cases can BigID solve?** BigID addresses a broad range of data security use cases: improving data security posture (DSPM), enabling zero trust, managing insider risk, minimizing attack surfaces, accelerating cloud migrations, validating M&A data risk, staying compliant with global regulations, governing data in AI pipelines, automating end-to-end data lifecycle management, managing cross-border data transfers, and modernizing DLP with machine learning. **Will BigID integrate with my existing tech stack?** BigID is an open, API-first platform designed to integrate with your enterprise infrastructure. Existing partnerships span Collibra, Alation, SAP, Salesforce, ServiceNow, Confluence, Splunk, Snowflake, Microsoft, Google Cloud, AWS, and hundreds more. Extensive APIs, documentation, and code samples are available for custom integrations. © 2026 BigID All rights reserved [Privacy Notice](https://bigid.com/privacy-notice/)