DSPM for AI: Accelerate AI Innovation with Purview DSPM
Secure Your AI Data Pipeline in 30 Days with Microsoft Purview DSPM.
The Rise of AI, The Need for Data Security
As organizations rapidly embrace generative AI, robust data security becomes an absolute imperative. Netwoven specializes in leveraging Microsoft Purview Data Security Posture Management (DSPM) for AI, providing enterprises with unparalleled visibility, control, and protection to safeguard sensitive data throughout their AI interactions.
Purview DSPM for AI empowers you to unlock the full potential of AI while ensuring responsible data use. It intelligently detects and classifies sensitive information shared with AI tools, meticulously monitors usage patterns, and rigorously enforces governance policies. This comprehensive approach effectively mitigates risk, prevents data leakage, and ensures continuous compliance in an evolving AI landscape.
Industry Use Cases Include:
- Data Discovery and Classification for AI Workflows
- AI Risk Analysis and Posture Assessment
- Policy Enforcement and Automated Remediation for AI
- AI Compliance and Governance
- Third-Party AI Risk Management
- Secure AI Development and Operations (MLSecSecOps Integration)
- AI Incident Response and Threat Detection
Netwoven’s DSPM for AI solution empowers organizations to confidently leverage artificial intelligence while mitigating data risks and ensuring regulatory compliance. Our comprehensive approach integrates expert-led assessments, robust data governance, and advanced compliance management, all powered by Microsoft's cutting-edge security technologies.
Get a free one-hour session to review your current data security posture, along with a questionnaire to self-assess your DSPM for AI maturity level.
Challenges
Critical AI Data Governance Risks You Need to Know

Shadow Data & Data Sprawl Across AI Pipelines
AI models pull data from multiple unstructured sources: cloud storage, collaboration tools, dev environments, etc.

Unauthorized Use of Sensitive Data in AI Training or Prompts
AI engineers may unknowingly use PII, PHI, or regulated datasets for training or prompt engineering.

Excessive Access & Overexposed Data Assets
AI systems may have broader access than necessary - especially in dev, test, or sandbox environments.

Inconsistent Data Governance Across AI Workflows
AI applications often bypass traditional governance and DLP tools.

Lack of Continuous Risk Visibility for AI-Exposed Data
Data risk can change rapidly as AI models interact with new inputs, outputs, and integrations.
Netwoven DSPM Services

AI Data Governance & Compliance

AI Data Governance & Compliance

Sensitive Data Discovery & Classification

Sensitive Data Discovery & Classification

AI Data Risk Assessment & Remediation

AI Data Risk Assessment & Remediation

Access Control for AI Data

Access Control for AI Data

AI Data Lifecycle Security

AI Data Lifecycle Security

Continuous Monitoring & Threat Detection for AI

Continuous Monitoring & Threat Detection for AI
Offers

Copilot for Microsoft 365 Planning and Deployment
Insights
Thought Leadership
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Introduction Protecting confidential project details and ensuring communication compliance is crucial for businesses. Microsoft Purview offers a comprehensive solution to manage and safeguard sensitive data across various workloads, including generative… Continue reading What Most CIOs Miss When Securing Confidential Projects (Until It’s Too Late)
Why Choose Netwoven
Choose Netwoven for your DSPM for AI implementation due to our unparalleled expertise in Microsoft Purview's data security, compliance, and governance capabilities. Our deep understanding of Purview enables us to provide a robust framework for managing and mitigating AI-related risks, ensuring your sensitive data remains secure and compliant as you leverage AI technologies. We specialize in identifying hidden vulnerabilities, automating data protection, and tailoring solutions to meet specific regulatory requirements, enabling your organization to confidently and responsibly innovate with AI.
Contact Us- 1Cybersecurity ExpertiseWith years of experience securing enterprises, Netwoven understands evolving threats, regulatory landscapes, and compliance needs—delivering AI-driven security that aligns with real-world risks.
- 2Agentic AI InnovationWe harness Agentic AI to build autonomous, intelligent security systems that go beyond automation - empowering organizations with proactive risk mitigation.
- 3Frictionless Compliance & ProtectionFrom cyber threat detection to regulatory automation, our AI-powered security assistants provide seamless, intelligent support to enhance risk management and resilience.