Ranking across industries

Top 10 AI tools to discover sensitive data

Locate and classify sensitive information across files, messages, databases, and cloud systems. We reviewed 52 products from 27 companies on a 100-point evidence score. These 10 earned a place.

Updated Nov 10, 202652 products reviewed27 companies

  1. 1=

    Data Discovery & Classification

    by Nightfall AI

    Finds and eliminates years of accumulated data exposure with scanning and remediation for data at rest across SaaS apps and email.

    Task fit
    35.8/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
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    Customer satisfaction
    Unknown
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    Value signals
    Unknown
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    Popularity
    Unknown
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  2. 1=

    Data Discovery and Classification

    by Strac

    Sensitive data inspection and classification in real time to safeguard information tailored to specific needs.

    Free trial

    Task fit
    35.8/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
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    Customer satisfaction
    Unknown
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    Value signals
    Unknown
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    Popularity
    Unknown
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  3. 1=

    Data Security Posture Management

    by Proofpoint

    Discover, classify, and protect sensitive data across cloud and hybrid environments

    Task fit
    35.8/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
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    Customer satisfaction
    Unknown
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    Value signals
    Unknown
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    Popularity
    Unknown
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  4. 1=

    Data Security Posture Management (DSPM)

    by Strac

    Data security posture management for discovering and remediating sensitive data exposure across SaaS and cloud.

    Task fit
    35.8/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
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    Customer satisfaction
    Unknown
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    Value signals
    Unknown
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    Popularity
    Unknown
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  5. 1=

    DSPM

    by Cyera

    AI-native DSPM platform providing complete data visibility and risk reduction across the entire data landscape.

    Task fit
    35.8/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
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    Customer satisfaction
    Unknown
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    Value signals
    Unknown
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    Popularity
    Unknown
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  6. 1=

    Enterprise Guard

    by Miro

    Security layer providing automated data classification, intelligent guardrails, content lifecycle management, and eDiscovery support.

    Task fit
    35.8/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
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    Customer satisfaction
    Unknown
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    Value signals
    Unknown
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    Popularity
    Unknown
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  7. 1=

    Linux DLP

    by Strac

    Monitor, detect, and remediate sensitive data in Linux systems.

    Free trial

    Task fit
    35.8/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
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    Customer satisfaction
    Unknown
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    Value signals
    Unknown
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    Popularity
    Unknown
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  8. 1=

    MCP DLP

    by Strac

    Data loss prevention for MCP servers and AI agents.

    Free trial

    Task fit
    35.8/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
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    Customer satisfaction
    Unknown
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    Value signals
    Unknown
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    Popularity
    Unknown
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  9. 1=

    Nightfall Data Encryption

    by Nightfall AI

    Client-side email encryption solution that safeguards sensitive data and ensures compliance with HIPAA, FINRA, FERPA, and other standards.

    Task fit
    35.8/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
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    Customer satisfaction
    Unknown
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    Value signals
    Unknown
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    Popularity
    Unknown
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  10. 1=

    PII Scanner

    by Strac

    Accurate sensitive data scanning and classification across all endpoints, SaaS, and cloud.

    Task fit
    35.8/45Partial evidence
    Industry fit
    20/20
    Adoption
    Unknown
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    Customer satisfaction
    Unknown
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    Value signals
    Unknown
    Submit evidence
    Popularity
    Unknown
    Submit evidence

52 candidate products reviewed. Products with equal totals share a rank. Evidence samples are selected examples of the available support.