Discover, classify, and protect sensitive data across complex environments

Effectively securing data across diverse landscapes requires a unified approach. Simplify and enhance data security with an agentless, fully integrated, AI-powered data security posture management (DSPM) solution.

Identify
Automatically identify, classify, and inventory sensitive data
Detect
Proactively detect and fix misconfigurations and exposures
Prioritize risk
Prioritize risk remediation and least-privileged access control
compliance
Ensure data and AI regulatory compliance and streamline audits
Visibility control
Gain visibility and control over risky AI usage and data exposure

The Problem

Securing data is a new challenge in the AI era

$4.88M
global average cost of a data breach
IBM
258 days
avg. time to identify a data breach
IBM
40x
surge in enterprise AI adoption
Legacy data security and standalone DSPM tools struggle to monitor and secure sensitive data. They lack deep visibility and seamless DLP integration, and fail to secure key pathways like web, SaaS, email, and endpoints—driving up complexity and costs.

Solution Overview

Platform
One platform for your data universe

Get best-in-class data security for web, SaaS, on-premises apps, endpoints, BYOD, and public clouds via seamless integration with the comprehensive Zscaler AI Data Security platform.

AI auto discovery
AI auto-discovery and classification

Automatically discover, classify, and identify data without any configuration, greatly accelerating your deployment and operations.

Secure ai adoption
Secure AI adoption and innovation

Automate AI security posture management (AI-SPM) and establish granular controls to safely adopt and use generative AI tools.

Compliance
Governance and compliance

Automate best practices, policy enforcement, and audit trails to comply with stringent security and privacy regulations (e.g., GDPR, NIST).

Empowered teams
Empowered teams, simplified operations

Minimize alert overload with powerful threat correlation that uncovers hidden risk and critical attack paths, allowing your team to focus on your top risks.

Solution Details

Discover and classify data

Scan data stores, discover sensitive data, and accurately classify data. DSPM creates an accurate map and inventory of your data assets, helping security teams locate sensitive data, see who has access to it, and understand how it is being used.

Discover and classify data
Capabilities

Data Discovery

Auto-discover sensitive, shadow, and dark data assets that pose security risk across SaaS, PaaS, public cloud, on-premises, and LLMs.

Data Classification

Accurately classify and categorize sensitive, regulated, or custom data using advanced AI while drastically accelerating deployment and AI operations.

Data Inventory

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

Efficiently manage data security risk

Secure crown jewels in complex environments by mapping and tracking exposure and correlating misconfigurations and vulnerabilities to prioritize risk. This helps reduce alerts, prevent resource fatigue, and ensure your cloud data is safe.

Efficiently manage data security risk
Capabilities

Exposure Analysis

Determine public exposure, misconfigurations, and vulnerabilities for data stores and services.

Risk Prioritization

Filter out the noise and prioritize incident response based on risk likelihood and impact via in-depth analysis of all sensitive data exposures.

Advanced Threat Correlation

Minimize cloud risk, correlate threats, and reveal hidden attack paths with the power of AI/ML and the world’s largest security platform.

In-Depth Guided Remediation

Address data exposures, misconfigurations, and risk by following step-by-step guidance with complete context.

Get full visibility into data access

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.

Get full visibility into data access
Capabilities

Adaptive Access Intelligence

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

Least-Privileged Access

Reduce the attack surface by remediating overprivileged access and risky 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.

Securely accelerate AI adoption

Accelerate AI adoption with complete visibility, accurate classification, and granular control over sensitive data used in AI systems. Prevent accidental exposure, overly permissive or unauthorized access, and potential compliance violations.

Securely accelerate ai adoption
Capabilities

AI Model Discovery

Simplify management of AI with robust visibility into your AI footprint, data set, data flows, and access. Block unsanctioned or inappropriate apps and eliminate shadow AI risks.

Sensitive Data Security

Use AI-powered classification to ensure precise AI training data. Prevent data oversharing or poisoning by excluding sensitive data from training data sets.

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.

AI Usage Governance

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

Secure AI

Secure custom LLMs and AI apps like Amazon Bedrock, Azure Foundry AI, or Google Vertex AI by detecting sensitive data, data flows into custom models, and RAG workflows.

Manage regulatory compliance

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

Manage regulatory compliance
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.

Remediation

Drill down compliance issues to prioritize remediation and track progress for different stakeholders, including executives, risk managers, and auditors.

Analytics and Reporting

Leverage comprehensive compliance data, analytics, and automated reporting for technical compliance audits.

Maintain more efficient operations

Dramatically improve your data security posture while boosting operational efficiency. Effectively contextualize data, correlate advanced threats, and integrate with security, ITSM, and other developer and operational tools.

Maintain more efficient operations
Capabilities

Comprehensive, Consistent Policy

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 dev tools.

FAQ

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.

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