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DSPM + AISPM 

Enterprise DSPM that's cloud native, #1 in classification accuracy, with AI-prioritized risk remediation built in.

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Recognized as the #1 data security, privacy, and AI data management solution by leading industry analysts

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Jumpstart Data Security Posture Management (DSPM)

Data Security Posture Management for the Multicloud and beyond

Accelerate DSPM: manage risk across the multicloud with a data-centric approach. Automatically map, monitor, and remediate data – with the first platform based on ML-driven in depth data discovery and automation.

Data-Centric, Risk-Aware Security for AI in the Multi-Cloud & Beyond

Get ahead of AI security challenges with a data-first approach.

BigID helps you proactively identify sensitive, toxic, and high-risk data fueling AI models, so you can reduce exposure, ensure compliance, and minimize risk. Whether it's PII, IP, or shadow AI, BigID gives security teams the visibility and control they need across multi-cloud and on-prem environments, from training data to AI pipelines.

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Shine a Light on Dark Data

Automatically find and inventory your most sensitive, critical, and high-priority data - wherever it lives.

Get unmatched data discovery and classification to 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.  Get more accurate results every time with ML-driven data classification - across your entire data landscape (from on-prem to cloud to everywhere in between).

Advanced Sensitivity Classification

Achieve unparalleled accuracy and scalability in data classification.

Go beyond traditional pattern-matching and regular expression (RegEx) with advanced, trainable ML and NLP-based classification. Create custom classifiers that can be tailored specifically to your unique data environment. Test and fine-tune them before deployment to enhance accuracy and mitigate the number of false positives. Label and tag all of your data using a single unified classification ruleset. 

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Streamline Data Protection Workflows & Remediate Risk

Remediate high-risk, sensitive, & critical data, everywhere.

Make it easier than ever for the right people to take the right actions, on the right data. Manage data protection all in one place - a single pane of glass to annotate, delete, quarantine, archive, mask, encrypt, and anonymize sensitive data.

Assign findings and tasks to the right data owners, take action on the right data, and maintain an audit trail of all data protection activity. Enforce and prioritize your remediation actions by policy and report on actions taken on sensitive data.

Enable Zero Trust for Data

Identify & remediate high-risk data access issues.

Easily find over-permissioned and over-exposed data across your entire data landscape: mitigate unauthorized use, reduce the risk of data leaks or breaches., and get to a least privileged permissions model for zero trust.

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2026 SOLUTIONS GUIDE

Data Security Posture Management (DSPM) for 2026 & Beyond

Stay on the cutting edge of DSPM with the latest innovations and best practices covered in our ultimate guide. We'll dive into the critical capabilities of DSPM and how BigID's pioneering approach enables organizations to keep their data safeguarded, secure, and compliant for 2025 and beyond. 

 

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 CASE STUDY

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.

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 CASE STUDY

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.

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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.

Talk to a BigID DSPM specialist today