Microsoft Purview Services

Frictionless Purview adoption on Microsoft Fabric with our specialized Microsoft Purview Services.

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Want AI-ready data estate without risking compliance or governance gaps?

With Purview inside Fabric, you get a single pane of glass for lineage, classification, and policy enforcement.

Want your sensitive data to be protected across hybrid sources, or SaaS apps?

Purview integrates natively with your data estates to provide automated sensitivity labeling, data maps with RBACs.

Unable to rely on the data powering your analytics and AI?

Purview delivers data discovery and lineage mapping while ensuring every dataset is compliant and AI-ready.

Microsoft Purview for Data Governance: Visibility, Compliance, and Control

Your data is everywhere — in reports, SaaS apps, data lakes, and AI pipelines. Purview makes it visible, trusted, and compliant no matter where it resides. Unlike Sentinel or Defender, which focus on threat detection and security, Purview manages governance, compliance, discovery, and responsible data use across all Microsoft platforms.

At LevelShift, our specialized Microsoft Purview Services help organizations adopt, implement, and optimize Purview, tackling integration, classification, and governance challenges to make your data fully governed and enterprise-ready.

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Microsoft Purview: Adoption Challenges We Solve

Data Discovery and Classification

We simplify scanning and classifying data across SQL, Spark, Lakehouse, and external sources, ensuring sensitive data is accurately managed and compliant.

Integration with Fabric Workloads

We help connect SQL endpoints, Spark pools, pipelines, and reports, managing schema changes and evolving datasets without disrupting governance.

Access Controls and Permissions

We align Fabric roles with Purview’s RBAC model, providing secure and flexible access while protecting sensitive data.

Data Lineage and Impact Analysis

We capture end-to-end lineage and visualize dependencies, enabling confident impact analysis across pipelines, reports, and models.

Performance and Scalability

We optimize metadata storage and query performance to ensure enterprise-scale deployments run efficiently.

User Adoption and Change Management

We support teams in leveraging Purview effectively, providing training and guidance to embed governance practices organization-wide.

Industry Use Cases of Microsoft Purview

Healthcare

Challenge

HIPAA compliance for patient records spread across Fabric, EHR, and Power Apps.

Benefit

Built-in regulatory controls, access governance, and lineage for safe clinical AI.

Retail & CPG

Challenge

Fragmented consumer data across ERP, CRM, POS, and ecommerce.

Benefit

Unified catalog, sensitivity labeling, and governed analytics for personalization.

Manufacturing

Challenge

IoT and sensor data governance in Industry 4.0 and compliance reporting.

Benefit

Lineage tracking, compliance frameworks, and AI-ready predictive maintenance data.

BFSI

Challenge

Fragmented customer, transaction, and regulatory data across core banking and digital platforms.

Benefit

Unified catalog, automated classification, and governed access for audit readiness and fraud detection.

Our Microsoft Purview Services

Data Catalog Implementation and Optimization

  • Deploy and configure Purview Data Catalog for enterprise-wide data discovery.
  • Tag and organize structured and unstructured data to simplify search and access.
  • Optimize catalog adoption across Fabric, SaaS apps, and data lakes.

Sensitive Data Classification and Policy Setup

  • Configure Purview’s classification and labeling for PII, financial, healthcare, and IP data.
  • Define and enforce compliance policies (GDPR, CCPA, HIPAA) to reduce risk.
  • Automate detection, reporting, and monitoring of sensitive data to maintain trust.

End-to-End Data Lineage and Impact Analysis

  • Implement Purview lineage tracking across SQL, Spark, Lakehouse, pipelines, reports, and AI models.
  • Visualize upstream and downstream dependencies to support accurate impact analysis.
  • Detect potential governance or quality issues early to prevent errors during schema changes or pipeline updates.

Role-Based Access Control and Security Alignment

  • Map Fabric roles to Purview’s RBAC for secure, compliant access.
  • Apply fine-grained policies to prevent overexposure while enabling collaboration.
  • Audit and monitor access regularly to maintain governance standards.

Compliance Monitoring and Reporting

  • Leverage Purview Compliance Manager and reporting features for audit-ready dashboards.
  • Monitor adherence to internal policies and external regulations continuously.
  • Generate actionable insights for governance and risk management.

Fabric Workload Integration Support

  • Integrate Purview seamlessly with SQL endpoints, Spark pools, pipelines, and reports.
  • Handle evolving schemas, large datasets, and pipeline changes without disruption.
  • Drive end-user adoption with training, playbooks, and structured governance strategies.

Our Microsoft Purview Implementation Approach:

Microsoft Purview End-to-End Data Governance Infographic

Why LevelShift

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End-to-End Microsoft Expertise

As a Microsoft Fabric Featured Partner and Azure Solutions Partner, we specialize in unifying data modernization, governance, and AI-readiness with Purview at the center.

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Proven Governance Accelerators

Our compliance-first accelerators help enterprises reduce deployment time by up to 40% — embedding best practices for GDPR, HIPAA, and industry-specific standards right into your Purview setup.

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Fabric-Native Approach

Unlike generic governance implementers, we integrate Purview directly into Microsoft Fabric pipelines, Power BI estates, and Power Platform apps to deliver governance where your users actually work.

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Industry-Focused Delivery

From retail and BFSI to healthcare and manufacturing, our playbooks ensure your Purview deployment addresses sector-specific compliance needs.

Our Perspectives

Make Your Data Fabric AI-Ready with Purview

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FAQs

Sentinel/Defender are security-focused; Purview is governance and compliance-first. It ensures your data is trusted, discoverable, and regulation-ready.
Yes. It integrates with Power Platform, Azure, M365, and hybrid/non-Microsoft data sources.
By enforcing lineage, labeling, and compliance, it ensures AI models are trained on trusted, governed, and ethical data.
BFSI, Healthcare, Retail, Manufacturing — any sector with regulatory compliance and AI-driven analytics needs.
We combine Microsoft Fabric expertise, compliance-first accelerators, and industry-specific governance frameworks to ensure faster ROI.