Data Security Posture Management (DSPM): Discover, Prioritise and Reduce Personal Data Risk

Continuously identify, assess, prioritise and remediate personal data risks across cloud, SaaS, on-premise systems, endpoints, third parties and AI ecosystems.

Turn continuous data intelligence into actionable privacy, security and governance outcomes. 

Data Security Posture Management Illustration

The Challenge

The Data Risk Gap: When Visibility Does Not Reduce Exposure

Finding sensitive data is only the first step. Organisations must understand which risks matter most, what actions to take and how controls can be continuously enforced.

When Sensitive Data Sprawl Becomes Unmanageable

When Sensitive Data Sprawl Becomes Unmanageable

Personal data proliferates across applications, databases, endpoints, cloud environments, third parties and AI systems – making it difficult to identify where high-risk data resides, whether it is over-retained and how well it is protected.

When Exposure Remains Hidden

When Exposure Remains Hidden

Excessive access, dormant repositories, duplicate data, misconfigurations and expanded third-party sharing create hidden privacy and security risks that traditional monitoring often misses.

When Risk Evolves Faster Than Governance

When Risk Evolves Faster Than Governance

New applications, integrations, vendors and AI initiatives continuously reshape the data landscape. Point-in-time assessments quickly become outdated, leaving exposures unmanaged and governance records incomplete.

Privy DSPM

Your Command Center for Continuous Data Risk Intelligence

Continuously assess the security and governance posture of personal data, prioritise the risks that matter and initiate the right remediation workflows.

Trusted Data Intelligence Foundation Trusted Data Intelligence Foundation 

Trusted Data Intelligence Foundation

Understand where sensitive personal data resides, how it moves, and where it is exposed.

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Continuously discover, classify, and map personal data across cloud, SaaS, on-premise, and endpoint environments.
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Operate across petabyte-scale data estates.
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Identify more than 50 categories of Indian personal and sensitive data.
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Achieve up to 98% accuracy using Context AI and 14 years of identity expertise.
Context-Aware Risk PrioritisationContext-Aware Risk Prioritisation

Context-Aware Risk Prioritisation

Distinguish routine configuration issues from high-impact personal data risks.Prioritise findings based on:

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Data sensitivity and classification.
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Effective user and third-party access.
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Storage exposure and security misconfigurations.
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Processing purpose and consent.
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Cross-border transfers.
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AI consumption and downstream dependencies.
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Regulatory and business impact.
Intelligent Remediation Recommendations Intelligent Remediation Recommendations 

Intelligent Remediation Recommendations 

Move beyond alerts with actionable recommendations tailored to each exposure.

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Reduce excessive user and third-party access.
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Apply data minimisation and retention policies.
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Strengthen infrastructure security configurations.
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Recommend appropriate safeguards and key-management policies.
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Initiate privacy assessments and governance workflows.
AI Governance and AI Risk Management AI Governance and AI Risk Management 

AI Governance and AI Risk Management 

Continuously govern how sensitive personal data is used across AI applications, copilots, agents, models, and third-party AI services.

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Monitor sensitive data entering AI environments.
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Enforce purpose-limitation for AI agents.
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Maintain data provenance and governance evidence.
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Recommend appropriate PET to reduce reidentification risk and unnecessary AI exposure.

Connecting DSPM Across Every Privacy Module

Privy connects continuous data risk intelligence with every layer of your privacy stack, turning posture findings into coordinated governance action.

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Remove unnecessary, duplicate, and over-retained personal data through data minimisation and retention workflows.

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Review vendor access and validate third-party data sharing against contractual and regulatory obligations.

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Trigger DPIAs and accelerate incident response when high-risk processing or new exposures are detected.

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Recommend privacy-enhancing technologies and maintain evidence of findings, remediation, approvals, and governance decisions.

Meet the AI Compliance Copilot: Context Behind Every Risk Decision

Security posture alone does not determine risk.Privy's AI Compliance Copilot uses the Context Graph to connect technical findings with data sensitivity, access, purpose, consent, lineage, third-party exposure, AI use, and regulatory obligations.

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Explain why a risk matters and how severe it is.

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Prioritise exposures based on business and regulatory impact.

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Recommend context-aware remediation actions.

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Trigger the appropriate privacy and governance workflows.

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Maintain continuously updated evidence of every decision.

Privy AI Compliance Copilot dashboard

Enabling DPOs and CISOs With Continuous Data Risk Intelligence

Reduce Personal Data Exposure

Reduce Personal Data Exposure

Continuously identify and eliminate unnecessary privacy and security risks.

Prioritise What Matters Most

Prioritise What Matters Most

Focus remediation on exposures with the greatest business, regulatory and operational impact.

Accelerate Risk Remediation

Accelerate Risk Remediation

Turn findings into action with AI-powered recommendations tailored to your data and obligations.

Govern AI With Confidence

Govern AI With Confidence

Understand and control how sensitive personal data is exposed across AI applications, agents and models.

Demonstrate Accountability

Demonstrate Accountability

Maintain continuously updated evidence of risks, remediation activities, approvals and governance decisions.

Trusted by India’s Leaders in Privacy and Compliance

Enterprises across BFSI, fintech, and digital commerce trust Privy to keep their data, consent, and compliance under control.

Frequently Asked Questions

Data Security Posture Management, or DSPM, continuously identifies where sensitive data resides, evaluates how it is protected, prioritises security and privacy risks, and recommends remediation actions.

A DSPM platform monitors sensitive data exposure, permissions, cloud configurations, encryption controls, retention, resilience, third-party sharing, cross-border transfers and data entering AI systems.

Data discovery identifies where personal and sensitive data exists. DSPM uses that intelligence to assess exposure, prioritise risk and initiate remediation and governance actions.

Privy correlates technical posture with data sensitivity, effective access, processing purpose, consent, lineage, third-party relationships, AI consumption and regulatory impact.

Yes. Privy evaluates effective permissions, role assignments, inherited access and non-standard grants to identify users, systems or third parties with unnecessary access.

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