Best DSPM Tools

    Compare and discover the best DSPM software and tools for your team. Find the right solution for your needs.

    37 vendors
    Aikido Security logo

    Aikido Security

    Software Supply Chain & SBOM
    9 products

    All the security tools we used were slow, confusing, overpriced and noisy. So we built better ones.

    Real-time malware detectionPackage manager install blockingDeep dependency scanning+8
    Alation logoA

    Alation

    DSPM
    1 product

    We make data answerable and actionable, for people and agents.

    Discover sensitive data across cloud storesClassify data by sensitivity and business contextMap who can access sensitive data+8
    AvePoint logoA

    AvePoint

    DSPM
    4 products

    AvePoint is the unifying Trust Layer for AI.

    Sensitive data discovery and classificationData access posture visibilitySensitive data flow analysis+9
    AWS logo

    AWS

    Encryption & Key Management
    12 products

    AWS Key Management Service (AWS KMS) is AWS’s managed encryption key service for creating, storing, and controlling cryptographic keys used to protect data in AWS workloads and applications.

    Create and control KMS keysDefine key policies and accessEncrypt data with KMS keys+8
    BigID logo

    BigID

    DSPM
    4 products

    BigID is a data intelligence platform that helps organizations discover, classify, secure, govern, and manage enterprise data and AI.

    Automated data discovery and classificationSensitive data flow mappingIdentity-aware access analysis+9
    Binarii Labs logoB

    Binarii Labs

    DSPM
    2 products

    We're committed to pioneering cybersecurity through our innovative patented data security process. Our mission is to ensure that your data remains securely under your control.

    Discovers sensitive data across cloud data stores to build an inventory of known and shadow datasets and reduce blind spots.Classifies regulated and high-value data such as PII, financial records, proprietary information, and AI training data to support sensitivity-based risk decisions.Maps data flows between systems and downstream pipelines so teams can see where sensitive data is replicated or moved.+5
    Bold Security logoB

    Bold Security

    DSPM
    1 product

    Bold Security is a cybersecurity vendor whose core product is a local AI agent for endpoint data protection, not a traditional cloud-native DSPM suite.

    Endpoint data classificationReal-time data flow visibilitySuspicious user activity detection+6
    Concentric AI logoC

    Concentric AI

    DSPM
    1 product

    We help businesses discover, understand, and protect sensitive information across cloud and on-prem environments.

    Discover sensitive data across all sourcesClassify data using semantic contextContinuously monitor data risk+6
    Cyera logo

    Cyera

    DSPM
    4 products

    Cyera is a pioneer in the data security space that empowers security leaders to discover their data attack surface, control the use of data, monitor, detect, and quickly remediate risk.

    Discover sensitive data across cloud and on-premClassify structured and unstructured dataCorrelate exposure with data context+8
    DataStealth logoD

    DataStealth

    DSPM
    1 product

    DataStealth provides an agentless data protection platform that intercepts traffic at the network layer to discover, classify, and neutralize sensitive data.

    Cloud and SaaS data discoverySensitive data classificationSecurity posture assessment+6
    DataSunrise Data and AI Security logoD

    DataSunrise provides a unified platform for database security, auditing, and vulnerability management across heterogeneous database environments.

    Protect databases across cloud and on-premisesSupport SQL and NoSQL platformsSecure structured and unstructured data+9
    Fasoo logo

    Fasoo

    DSPM
    4 products

    Building Digital Trust, and More

    Discover sensitive data across hybrid environmentsClassify sensitive data and data locationsIdentify data security posture risks+5
    Files.com logoF

    Files.com

    DSPM
    1 product

    founder-led, profitable, and built for the long term

    Managed file transfer workflowsCloud file storage controlsExternal sharing governance+8
    Google Cloud Security logo

    Google Cloud Security

    DSPM
    3 products

    Google Cloud DLP (now Sensitive Data Protection) is a fully managed service for discovering, classifying, and protecting sensitive data across Google Cloud Platform resources including BigQuery, Cloud Storage, and Datastore.

    Automatic sensitive data discoveryContent inspection across text and imagesSensitive data de-identification+8
    Honeycake logoH

    Honeycake

    DSPM
    1 product

    Honeycake is not a DSPM vendor in the evidence available; its product line is positioned as an enterprise file security and self-protecting file platform.

    File-based sensitive data encryptionGranular access control for filesFolder-level automated encryption+5
    Jazz logoJ

    Jazz

    DLP
    1 product

    Jazz is an AI-native Data Loss Prevention platform that utilizes Large Language Models (LLMs) to understand the context and business intent behind data movement.

    Agentic AI investigator for DLP signalsFour-dimensional context analysis for incidentsInfinite coverage across GenAI and shadow apps+3
    Laminar logoL

    Laminar

    DSPM
    1 product

    Laminar is a data security posture management (DSPM) platform focused on discovering, classifying, and monitoring sensitive data across cloud and SaaS data stores.

    Cloud data discovery and classificationSensitive data access mappingData risk assessment and prioritization+7
    Lepide logoL

    Lepide

    DSPM
    1 product

    Lepide helps organizations protect sensitive data and strengthen identity security across on-premises and hybrid environments.

    Unified auditing and reportingReal-time alerts and insightAutomated remediation of risky access+9
    LightBeam logoL

    LightBeam

    DSPM
    1 product

    Lightbeam is built for those who believe sensitive data should be understood, governed, and protected before AI can expose it.

    Discover sensitive data across data estatesMap sensitive data to identitiesClassify data by identity content context+7
    Microsoft logoM

    Microsoft

    CSPM
    14 products

    Microsoft Defender for Cloud is a unified cloud security platform that provides cloud security posture management (CSPM), cloud workload protection, DevOps security, and AI workload protection across hybrid and multicloud environments including Azure, AWS, and on-premises infrastructure.

    Agentless vulnerability scanningAPI-connected app governanceAPI security+19
    MIND logoM

    MIND

    Insider Threat Detection
    1 product

    MIND is a data security platform that integrates Data Loss Prevention (DLP) with Insider Risk Management (IRM) using an AI-native approach.

    Autonomous DLP and IRM automationData discovery and AI classificationPolicy management and automated remediation+9
    NetApp logoN

    NetApp

    Backup & DR
    2 products

    NetApp transforms enterprise storage into an active security surface by embedding threat detection and data resilience directly into the infrastructure layer.

    Snapshot-based backup and restoreSnapMirror disaster recovery replicationSnapVault retention backups+9
    Netwrix logo

    Netwrix

    IGA
    8 products

    Netwrix provides a SaaS-based Identity Governance and Administration (IGA) platform, primarily through Netwrix Identity Manager (formerly Usercube), automating identity lifecycle management across hybrid IT environments.

    Automate joiner mover leaver workflowsManage groups and user accountsRun access review campaigns+9
    ORION Security logoO

    ORION Security

    DSPM
    2 products

    We believe organizations should be able to trust their data in motion.

    Behavior-driven data loss preventionReal-time data exfiltration detectionData flow visibility and analysis+5
    OX Security logoO

    OX Security

    Software Supply Chain & SBOM
    7 products

    OX Security is an enterprise software supply chain security platform that focuses on securing code, dependencies, build pipelines, and container artifacts across the SDLC.

    Software supply chain attack reference frameworkCode-to-cloud asset visibilityPipeline bill of materials tracking+8
    Polar Security logoP

    Polar Security

    DSPM
    1 product

    Polar Security is a DSPM vendor focused on discovering, classifying, and mapping sensitive data across cloud and SaaS environments, including shadow data.

    Discover sensitive cloud data storesClassify data across sourcesMap data flows and access paths+4
    Proofpoint logo

    Proofpoint

    Email Security
    7 products

    Proofpoint is a human-centric cybersecurity platform focused on protecting organizations from email-based and identity-driven attacks such as phishing, business email compromise (BEC), and social engineering.

    Detect AI-augmented email threatsBlock phishing and business email compromiseAnalyze sender behavior and message content+9
    Relyance AI logoR

    Relyance AI

    DSPM
    1 product

    To secure the future of data-driven enterprises by making every data journey visible, controlled, and compliant, from the first line of code to the final AI output.

    Continuous sensitive data discoverySensitive data classification with contextData lineage and flow mapping+8
    Row Zero logoR

    Row Zero

    DSPM
    1 product

    We believe in the spreadsheet

    Direct warehouse-connected spreadsheetsCloud-based spreadsheet access controlRow-level data protection+7
    SailPoint logoS

    SailPoint

    IGA
    4 products

    For over 20 years, SailPoint has helped the world's largest organizations secure and govern every identity, human, machine, and now AI.

    Automated identity lifecycle managementAccess reviews and certificationsRole-based and attribute-based access control+8
    Securiti logo

    Securiti

    Privacy & Consent
    8 products

    At Securiti, our mission is to enable organizations to safely harness the incredible power of Data & AI.

    Website cookie scanning and consent banner integrationMulti-channel consent collection and preference managementConsent revocation workflow automation+9
    Sentra logoS

    Sentra

    DSPM
    2 products

    Sentra operates at the intersection of data, AI, and security, the three disciplines no prior platform was built to address simultaneously. One platform. Continuous AI data readiness and governance at enterprise scale and speed.

    Discover sensitive data across cloud environmentsClassify regulated and sensitive dataMap data to compliance frameworks+9
    Verified · Managed by the vendor
    Skyhigh Security CASB logoS

    Skyhigh Security CASB is a cloud-based, multi-tenant Cloud Access Security Broker that deploys via forward and reverse proxy modes for real-time control over sanctioned and unsanctioned cloud services.

    Discover unsanctioned cloud servicesApply cloud data loss preventionControl access to cloud applications+9
    Spirion logoS

    Spirion

    DSPM
    3 products

    In a world that relies more and more on data, understanding and protecting it is crucial. That's why at Spirion, we're dedicated to helping organizations around the world protect their most sensitive information.

    Discovers sensitive data across cloud storage, databases, file systems, SaaS repositories, and on-premises sources to map where regulated records such as PII, PHI, and PCI are stored.Classifies structured and unstructured data with persistent sensitivity labels so the same file or record retains its classification across moves, copies, and shared locations.Builds exposure analysis for sensitive data stores by identifying open shares, overprivileged access, and other access paths that increase breach risk.+5
    SurePath AI logoS

    SurePath AI

    AI-SPM
    1 product

    For continuous command over AI risks, F5 delivers the most adaptable platform for securing AI apps, models, agents, and the APIs connecting them.

    Govern generative AI deploymentsDiscover and classify GenAI usageRecord GenAI conversations+6
    Ubiq Security logoU

    Ubiq Security

    Encryption & Key Management
    2 products

    Ubiq Security is an identity-driven encryption and key management platform focused on client-side protection of sensitive data before it reaches storage or downstream services.

    Integrated key management with secure storageAutomated encryption key lifecycle managementMultiple data protection techniques+9
    Varonis logoV

    Varonis

    DSPM
    4 products

    Varonis is a data security platform vendor positioned in DSPM for enterprises that need to find, classify, and control sensitive data across cloud, SaaS, and on-premises stores.

    Discover and classify sensitive dataAnalyze data access permissionsMap sensitive data risk exposure+8

    What is DSPM software?

    Compare and discover the best DSPM software and tools for your team. Find the right solution for your needs. With 41 dspm tools listed on Picari, you can compare features, pricing models, and real user experiences side-by-side, without speaking to a single sales rep until you're ready.

    Who needs dspm tools?

    DSPM software is typically adopted by teams that have outgrown manual processes and need repeatable, scalable workflows. You'll get the most value if:

    • Your team spends more than 5 hours/week on tasks that could be automated
    • You're scaling past 10 team members and need consistent processes
    • You need better visibility into performance metrics and ROI
    • Your current tools don't integrate well with the rest of your stack

    Buying criteria checklist for dspm

    Before committing to a dspm platform, run through this evaluation checklist:

    Does it integrate with your CRM and existing stack?
    What's the total cost of ownership (setup + seats + add-ons)?
    How steep is the learning curve for your team?
    Does it scale with your expected growth over 12–24 months?
    What does onboarding and customer support look like?
    Can you trial it with real data before committing?

    Common mistakes when evaluating dspm tools

    • 1.Buying based on demos alone. A polished demo doesn't reveal how the tool handles your actual data and workflows. Always run a proof-of-concept.
    • 2.Ignoring total cost of ownership. The sticker price is rarely the full cost, factor in implementation, training, integrations, and potential add-on fees.
    • 3.Not involving end users in the evaluation. The people who'll use the tool daily should have a say. Top-down purchases often lead to low adoption.
    • 4.Comparing too many tools at once. Shortlist 2–3 finalists max. Evaluating 5+ tools in parallel leads to decision fatigue and delayed timelines.

    How to evaluate dspm tools on Picari

    Picari is built to help security teams evaluate cybersecurity tools on their terms, no cold calls, no spam, no pressure. Here's how to get started:

    1. Browse and compare, Review features, pricing, and team fit for each tool above.
    2. Start a Briefing, Describe your problem and get a personalised shortlist of vendors in minutes.
    3. Run a Stack Audit, See how a new tool fits alongside what you already use, and identify gaps or overlaps.
    4. Open an Evaluation Room, Collaborate with your team, organize requirements, and message vendors directly, all in one place.

    Not sure which dspm tool fits?

    Start a Briefing to tell us what you're trying to solve, get a shortlist and a stack audit in minutes.

    Top DSPM tools on Picari (2026)

    Here are some of the most popular dspm tools currently listed on the platform:

    • Aikido Security DSPM, Budget-friendly pricing · Analyzes source code to identify data exposure risks by tracing how sensitive da…
    • Alation, Enterprise pricing · We make data answerable and actionable, for people and agents.…
    • AvePoint · AvePoint is the unifying Trust Layer for AI. AvePoint enables more than 28,000 o…
    • AWS Macie, Mid-range pricing · Discover and protect sensitive data at scale…
    • BigID, Enterprise pricing · BigID is a data intelligence platform that helps organizations discover, classif…
    • Binarii Labs · We're committed to pioneering cybersecurity through our innovative patented data…
    • Bold Security · Bold Security is a cybersecurity vendor whose core product is a local AI agent f…
    • Concentric AI, Enterprise pricing · We help businesses discover, understand, and protect sensitive information acros…