Purview DSPM For AI | Unlock AI Security | Netwoven

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. 

  • 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
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
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
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
Inconsistent Data Governance Across AI Workflows

AI applications often bypass traditional governance and DLP tools.

Lack of Continuous Risk Visibility for AI-Exposed Data
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

Turn AI Security Risk Into Resilience with Microsoft Purview DSPM
AI Data Governance & Compliance

AI Data Governance & Compliance

AI Data Governance & Compliance

AI Data Governance & Compliance

Ensure AI data adheres to regulatory requirements, internal policies, and ethical guidelines
Sensitive Data Discovery & Classification

Sensitive Data Discovery & Classification

Sensitive Data Discovery & Classification

Sensitive Data Discovery & Classification

Automated identification and categorization of sensitive, personal, or proprietary data
AI Data Risk Assessment & Remediation

AI Data Risk Assessment & Remediation

AI Data Risk Assessment & Remediation

AI Data Risk Assessment & Remediation

Assess the security posture and potential vulnerabilities of data used by AI systems
Access Control for AI Data

Access Control for AI Data

Access Control for AI Data

Access Control for AI Data

Granular control over who can access what AI training data, models, and outputs
AI Data Lifecycle Security

AI Data Lifecycle Security

AI Data Lifecycle Security

AI Data Lifecycle Security

Comprehensive security services covering the entire lifecycle of data
Continuous Monitoring & Threat Detection for AI

Continuous Monitoring & Threat Detection for AI

Continuous Monitoring & Threat Detection for AI

Continuous Monitoring & Threat Detection for AI

Leverage behavioral analytics and threat intelligence to detect threats

Insights

Thought Leadership

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.

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Find out how we can help you with your organization’s digital transformation journey.

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