Building Responsible AI with Microsoft Purview DSPM
Artificial Intelligence (AI) is fundamentally changing how organizations function, innovate, and deliver value. By intelligently automating tasks, analyzing…
DSPM for AI: Secure Copilot and AI data with Microsoft Purview DSPM
Netwoven helps you operationalize Purview DSPM for AI with data discovery, classification, risk assessments, and policy enforcement so your teams can adopt AI faster without losing control of regulated or confidential information.
What is DSPM for AI (and why “Purview DSPM” matters)?
Microsoft Purview DSPM for AI provides a central management capability to help you secure data for AI apps and proactively monitor AI use, including copilots, agents, and other AI applications.
When AI tools interact with enterprise data, risk is rarely the model. The risk is oversharing, misclassification, and uncontrolled reuse of sensitive information across prompts, outputs, and AI-connected data sources. DSPM for AI focuses on controlling that risk with visibility, assessments, and policy-driven protections.
DSPM also consolidates posture insights from core Purview capabilities such as information protection, DLP, and investigations so security teams can monitor data risks and reduce exposure with guided actions
Why running effective Managed SOC Services is challenging
AI adoption is moving faster than data protection. That gap is where exposure happens.
Netwoven DSPM for AI services, built on Microsoft Purview DSPM for AI
We help you move from “we turned on Purview” to “we can prove AI data risk is controlled,” using an operational approach across discovery, policy enforcement, and ongoing monitoring.
AI data discovery and sensitive data classification
Automated identification and categorization of sensitive, personal, or proprietary data used in AI workflows so policies can be enforced consistently.
AI risk analysis and posture assessment (Purview DSPM)
Assess the security posture of data used by AI systems, identify oversharing and exposure risks, and prioritize remediation actions.
Policy enforcement for prompts and AI interactions
Apply protection policies to reduce improper sharing and accidental exposure through AI prompts and outputs, aligned to organizational requirements.
Third-party AI risk management
Identify and monitor usage of external AI tools and reduce blind spots created by unsanctioned AI adoption.
AI compliance and governance reporting
Support responsible AI and compliance alignment by establishing reporting that demonstrates how sensitive data in AI usage is handled and monitored.
Continuous monitoring and insider risk signals for AI
Leverage continuous monitoring and contextual signals to detect unusual behavior, policy violations, or risky patterns related to AI data access.
Offers
Start small. Prove value fast with Purview DSPM for AI.
DSPM for AI free assessment
What it is: A free assessment designed to identify blind spots in AI data security, assess DSPM maturity, and establish a governance-first approach.
Best for: CISOs, CIOs, data security leaders, compliance teams, and AI/ML teams responsible for AI governance.
Purview DSPM Sprint (time-boxed implementation)
A focused engagement to stand up DSPM foundations quickly for AI adoption scenarios and accelerate remediation of key exposures.
Our Methodology
A practical path to control AI data risk with Purview DSPM for AI
01
Discover AI data exposure
Identify sensitive data locations and AI interaction touchpoints that create oversharing or leakage risk.
02
Classify what matters
Define sensitivity taxonomy and apply labeling so policies can enforce the right handling across Microsoft 365 content used by AI.
03
Protect prompts, outputs, and high-risk paths
Deploy policy-driven protections to reduce accidental sharing through AI workflows and collaboration.
04
Monitor, investigate, and improve posture
Operationalize monitoring and reporting so risk stays visible and actionable as AI usage changes.
Client Success Stories
Leading Architecture and Engineering firm safeguards its sensitive data
The organization needs better automation and control for data protection, is concerned…
A leading plastic manufacturer establishes robust Security Operations Centre
The company enhances threat detection, streamlines security operations, and ensures compliance…
The Netwoven Advantage
Most security firms come from the SOC. Most Microsoft partners don’t go deep on data. We’re built where they meet — and we have productized IP no other partner offers.
25 Years of M365 + Content Depth
Quarter-century of SharePoint, Teams, OneDrive, and Exchange. We know where your sensitive data actually lives.
5 Pillars – End-to-End Capability
Few partners credibly span AI data security, compliance, AI Agent identity, endpoint, SOC, and . We deliver across all five pillars.
Govern 365 – Productized IP
M365-native VDR-grade Microsoft Purview based secure collaboration product that no other Microsoft partner offers. Real product, not slideware.
Microsoft Alliance and Certifications
Active partnership, co-sell access, MAICPP funding eligible. Information Protection & Governance Specialization in pursuit.
FAQs
What is DSPM for AI in Microsoft Purview?
Microsoft Purview DSPM for AI is designed to help organizations secure data for AI apps and proactively monitor AI use from a central place.
What problems does Purview DSPM for AI solve first?
Purview DSPM for AI helps address sensitive data exposure in AI prompts and outputs, visibility into AI usage, and posture insights that support risk reduction and compliance.
Does this help with third-party AI tools too?
Your DSPM for AI program should include third-party AI risk management and shadow AI visibility as part of governance and monitoring coverage.
What does Netwoven implement as part of DSPM for AI services?
Netwoven delivers services that include AI data governance and compliance support, sensitive data discovery and classification, AI risk assessment and remediation, access control for AI data, and continuous monitoring.
How do we get started quickly?
Start with the DSPM for AI assessment offer to baseline maturity and identify high-risk exposures, then move into a focused sprint for implementation and remediation.
Where does this fit relative to broader Purview work?
DSPM for AI works best when aligned with core Purview capabilities such as information protection and DLP, so posture insights translate into enforceable controls.
Latest Insights
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