Proactively discover and remediate data and AI risks

Find and protect sensitive data across hybrid and multicloud environments with fully integrated, AI-powered data security posture management (DSPM).

proactively discover and remediate data and ai risks
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01
Automatically discover, classify, and inventory sensitive data
02
Accurately identify and correlate risks such as misconfiguration, exposure, and more
03
Proactively remediate risks and apply least-privileged access control
04
Ensure data and AI regulatory compliance and streamline audits

The Problem

Securing data is the most critical challenge in the AI era

Data is the foundation of AI and modern business initiatives. However, its explosion across hybrid, multicloud environments has left organizations with blind spots. As a result, companies struggle to understand where their sensitive data is, and related context such as security posture, access entitlements, and compliance risks, opening them up to data risks.

securing data is the most critical challenge in the ai era
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#1

barrier to deployment of AI is data security (Gartner)

80%

of data experts believe AI will increase data security challenges (Security Magazine)

66%

of CISOs believe data privacy concerns are the top blocker of AI adoption (SC Media)

Solution Overview

Secure your data universe

Zscaler DSPM takes an AI-powered, unified approach to ensure strong data hygiene across all data stores, including IaaS, SaaS, on-premises, endpoint, and more. Natively integrated with the Zscaler Data Security platform, it enables you to fully understand and control all your data on a single platform.

secure your data universe
One platform to secure all data across all channels

Get best-in-class data security for SaaS, on-premises, endpoints, public clouds, and AI with the Zscaler Data Security platform.

Proactively discover and classify data with AI

Leverage AI to automatically discover and classify structured and unstructured data across IaaS, SaaS, on-premises, AI, and endpoint.

Prioritize the risks that matter most

Accurately identify risks and uncover hidden attack paths with powerful threat correlation, minimizing alert overload to let your team focus on the top risks.

Remediate risks with automated workflows

Get guided, step-by-step risk remediation and reduce manual operations with automated workflows.

Govern your data with ease

Automate best practices, policy enforcement, and audit trails to comply with stringent security and privacy compliance regulations.

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Use cases

Discover and classify data

Understand your entire data universe across structured and unstructured data within IaaS, SaaS, on-premises, endpoint, and more, all in one unified dashboard.

discover and classify data
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Capabilities

Data Discovery

Find all sensitive data across all channels, including shadow AI, with AI-powered auto-discovery.

Data Classification

Accurately classify and categorize sensitive, regulated, or custom data using advanced LLM classification.

Data Inventory

Automatically inventory your data to understand storage locations, access, usage, and more.

Efficiently manage your data's security posture

Give your security team deep visibility into the security posture of your data stores. With greater context, you can more accurately identify risks to minimize alert overload using AI-powered threat correlation that uncovers hidden risks and toxic combinations.

efficiently manage your datas security posture
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Capabilities

In-Depth Visibility

Get deep visibility into the security posture of your data stores containing sensitive data, including encryption, exposure, logging, backup, certificates, and more.

Identify Posture Risk

Accurately pinpoint and correlate risks such as data exposure and misconfigurations to reveal hidden attack paths using our AI correlation engine.

Risk Prioritization

Leverage in-depth, precise risk scoring to filter out the noise and prioritize top risks, saving valuable time and resources.

Manage and remediate data access risk

Identify users, roles, and resources with access to data stores, and track privilege levels. Detect excessive or inappropriate access, prioritize risk remediation efforts, and enforce least-privileged access to reduce your risk of a breach.

Manage and remediate data access risk
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Capabilities

Adaptive Access Intelligence

Get a granular, risk-based, user-centric view over all access paths to mission-critical data assets and their configurations.

Least-Privileged Access

Minimize the attack surface by remediating overprivileged users and risky access paths to sensitive data.

Real-Time Alerts and Insights

Keep up with rapid changes to data access and its environment, and respond to potential threats.

Manage regulatory compliance

Seamlessly comply with complex regulations and standards like GDPR, HIPAA, PCI DSS, NIST AI RMF, and more. Flag violations and create real-time reports to attest compliance and avoid penalties, regardless of data residency.

manage regulatory compliance
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Capabilities

Compliance Visibility

Get complete visibility into your data compliance posture with a dynamic view of compliance status, configuration drift, and policy violations.

Compliance Benchmarking

Automatically map your data security posture to compliance benchmarks and best practices to assess gaps, understand their impact, and reduce manual effort and errors.

Analytics and Reporting

Leverage comprehensive compliance data, analytics, and automated reporting for technical compliance audits. Get a drill-down view of compliance issues to help prioritize risks and remediation.

Accelerate secure AI adoption

Leverage complete visibility, accurate classification, and granular control over sensitive data used in AI cloud services. Prevent accidental exposure, overly permissive or unauthorized access, and potential AI compliance violations.

Learn more about AI-SPM.

accelerate secure ai adoption
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Capabilities

AI Model Discovery

Discover all AI models, services, and agents in the cloud and eliminate shadow AI risks. Understand which sensitive data is associated with which AI service to prevent oversharing of training data sets and data poisoning.

AI Usage Governance

Evaluate AI systems against operational, regulatory, and reputational risks to ensure compliance with current and upcoming regulations.

Risk Assessment

Deep-scan AI models for vulnerabilities across the OWASP Top 10 for LLMs. Pinpoint vulnerabilities, misconfigurations, and permissions, and remediate with step-by-step guidance.

Responsible AI

Help build trust among stakeholders and customers with AI-SPM by ensuring secure and compliant AI systems, demonstrating a commitment to ethical AI.

Mitigate your data risk with Workflow Automation

Rapidly address critical data risks such as exposures, vulnerabilities, misconfigurations, and more with guided remediation and automated workflows.

mitigate your data risk with workflow automation
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Capabilities

Comprehensive, Consistent Policies

Ensure best-in-class data security everywhere, from endpoint to email, SaaS, public cloud, on-premises, and your AI ecosystem.

Peerless User Experiences

Empower your users with frictionless experiences across teams. Automate time-consuming and repetitive security tasks to become more productive and efficient.

Seamless Integrations

Easily integrate with the most effective ITSM, operations, and developer tools.

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our platform

The Zscaler Zero Trust Exchange

Secure user, workload, and device communication between and 

within the branch, cloud, and data center.

Zero Trust Everywhere
Stop Cyberattacks

Stop Cyberattacks

  • Become Invisible to Attackers
  • Prevent Compromise
  • Prevent Lateral Movement
Learn more
Secure Data

Secure Data

  • Find, Classify, and Assess Data Security Posture
  • Prevent Data Loss Across All Channels
Learn more
Secure AI

Secure AI

  • Secure the Use of Public AI
  • Secure Private AI Apps and Models
  • Secure Agent Communications
Learn more
Automate Ops

Automate Ops

  • Accelerate Security Operations
  • Optimize Digital Experiences
Learn more

FAQs

DSPM works to protect data—both local and in the cloud—against unauthorized access, misuse, or theft by continuously monitoring, updating, and refining security measures. DSPM solutions use intelligent automation to identify vulnerabilities, enact safeguards, and perform regular system tests and audits. Learn more.

Cloud DLP monitors and inspects data on a network to prevent data exfiltration stemming from cyberattacks like phishing, ransomware, and insider threats. Deployed from the cloud, cloud DLP can protect sensitive data such as PII, credit card numbers, intellectual property, and more, wherever it lives or flows. Learn more.

AI-SPM secures AI systems through visibility into resources, evaluation of security controls, and detection of threats like model stealing and data poisoning. It supports regulatory compliance and helps organizations reduce risks, strengthen security, and address vulnerabilities quickly, ensuring their AI deployments are reliable and trustworthy.

Request a demo

Proactively secure your mission-critical data with agentless, AI-powered DSPM.