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            Microsoft Purview: Trust, Governance & Responsible AI for Frontier Firms

            The Trust and Governance Plane of the Microsoft Fabric Intelligence Platform

            Build a Frontier Firm on Trusted, Governed Data

            As organizations embrace AI-first and agent-driven operating models, trust becomes the defining currency of digital transformation.

            Microsoft Purview provides the governance, compliance, and risk management foundation that ensures data, analytics, Copilots, and autonomous AI agents operate on information that is secure, compliant, explainable, and responsibly governed.

            Within the Microsoft Fabric ecosystem, Purview forms the Trust & Governance Plane that spans OneLake, Fabric workloads, Power BI, Copilot, Fabric IQ, and enterprise data sources across cloud, on‑premises, and SaaS.

            Why Purview, Why Now

            Generative AI, data sharing, and tightening global regulations have fundamentally changed the role of data governance. Enterprises must now govern not only data, but also semantics, models, prompts, and agent behavior. Fragmented governance tools cannot scale to this new reality. Microsoft Purview unifies data cataloging, classification, lineage, access control, compliance, and risk management into a single platform designed for the AI era.

            Why Purview Image

            Unified Governance Architecture

            • Enterprise-wide data discovery across Azure, AWS, GCP, on‑premises, SaaS, Fabric and OneLake
            • Automated classification of sensitive data (PII, PHI, PCI, IP, financial, custom)
            • Central Data Catalog and Business Glossary
            • End-to-end lineage across pipelines, notebooks, warehouses, reports, and AI features
            • Unified Information Protection, DLP, and Insider Risk Management
            • Compliance Manager with regulatory mappings (GDPR, HIPAA, ISO, SOC, PCI, DPDP, etc.)
            • Data lifecycle, retention, and legal hold management
            • Native integration with Fabric, OneLake, Power BI, Copilot, Fabric IQ, and Azure AI

            Microsoft Purview Components Delivering Governance, Trust, and Responsible AI

            Microsoft Purview achieves enterprise-scale governance through a tightly integrated set of capabilities that work across discovery, classification, protection, lineage, policy enforcement, and continuous monitoring. Together, these capabilities create a living governance fabric that spans data, analytics, AI, and agents.

            Data Discovery & Scanning

            Purview continuously scans data sources across Azure, AWS, GCP, on-premises systems, SaaS applications, Microsoft Fabric, and OneLake. Built-in and custom scanners automatically crawl:

            • Databases, data lakes, warehouses, files, and streams
            • Power BI semantic models and reports
            • Fabric Lakehouses, Warehouses, and Real-Time Analytics
            • AI features, feature stores, and training datasets

            This creates a continuously updated enterprise data map that shows what data exists, where it lives, who owns it, and how it is used.

            Automated Classification & Sensitive Data Detection

            Using pre-built and custom classifiers, Purview automatically identifies and labels:

            • Personally Identifiable Information (PII)
            • Protected Health Information (PHI)
            • Financial and payment data (PCI)
            • Intellectual property and confidential business data
            • Regulatory categories (GDPR, HIPAA, DPDP, etc.)

            Classification is applied at column, file, table, and semantic model level, forming the basis for downstream security, access control, and compliance policies.

            Central Data Catalog

            Central Data Catalog & Business Glossary

            Purview builds a unified enterprise data catalog that allows business and technical users to:

            • Search and discover trusted datasets and KPIs
            • Understand business definitions through a governed glossary
            • View data owners, quality indicators, certifications, and usage
            • Navigate lineage from source systems to reports, dashboards, and AI models

            This bridges the gap between technical metadata and business meaning, ensuring consistent interpretation of data across the organization.

            End-to-End Lineage Image

            End-to-End Lineage & Impact Analysis

            Purview automatically captures lineage across:

            • Ingestion pipelines and transformations
            • Lakehouse and Warehouse tables
            • Power BI semantic models and reports
            • Fabric IQ ontologies and KPIs
            • AI features, prompts, and agent workflows

            This provides full visibility into how data flows, how metrics are derived, and how AI decisions are produced. Impact analysis allows teams to understand what will break or change if a source, schema, or business rule is modified.

            Policy-Driven Security & Access Control

            Purview integrates with Microsoft Information Protection, Entra ID, and Fabric security to enforce:

            • Row-level and column-level security
            • Sensitivity labels and encryption
            • Data Loss Prevention (DLP) policies
            • Conditional access and role-based controls

            Policies are applied consistently across OneLake, Fabric engines, Power BI, Copilot, and AI agents, ensuring that sensitive data is only accessed and used in approved ways.

            Compliance, Risk & Audit Management

            Through Compliance Manager and built-in regulatory mappings, Purview enables:

            • Continuous compliance assessment against standards like GDPR, HIPAA, ISO, SOC, PCI, DPDP
            • Automated evidence collection
            • Risk scoring and control gap analysis
            • Audit-ready reporting and legal hold management

            This shifts compliance from periodic, manual exercises to continuous, automated governance.

            Semantic, Copilot & Agent Governance

            In the era of AI and autonomous agents, Purview extends governance beyond data to:

            • Business semantics (via Fabric IQ ontologies and certified KPIs)
            • Copilot prompts, outputs, and access boundaries
            • Autonomous agent actions and decision trails
            • AI training data lineage, feature provenance, and model explainability

            This ensures that Copilots and agents operate on certified, governed data, respect access policies, and produce auditable, explainable outcomes aligned with Responsible AI principles.

            Purview, Fabric IQ and Semantic Governance

            Purview integrates with Fabric IQ’s semantic and ontology layer to govern not only datasets, but also business meaning:

            Certified metrics and business definitions
            Policy enforcement on semantic models
            Lineage and impact analysis for KPIs and AI features
            Ontology-driven access and auditability

            Responsible AI & Agent Governance

            Purview is foundational for Responsible AI and autonomous agent operations:

            Transparency and lineage for AI training data and features
            Policy controls for Copilot and agent access to sensitive data
            Prompt and output auditing
            Explainability and traceability for AI-driven decisions
            Protection against data leakage and model misuse
            Alignment with regulatory AI governance requirements

            2025 Innovations in Microsoft Purview

            Copilot for Compliance & Governance – Natural language exploration of policies, risks, and controls

            Fabric-Native Lineage – End-to-end visibility from source systems to OneLake, semantic models, and AI agents

            Unified Security Policies – Consistent enforcement across Fabric, OneLake, shortcuts, and multi-cloud data

            Automated Data Estate Scanning – Continuous classification and risk detection

            Semantic & Agent-Aware Governance – Policies applied to ontologies, KPIs, Copilots, and autonomous agents

            Business Impact

            Trusted analytics and AI through governed, high-quality data

            Accelerated regulatory compliance and audit readiness

            Reduced risk of data leakage and misuse

            Faster data discovery and reuse

            Lower cost of compliance through automation

            Explainable, accountable AI and agent operations

            Industry Scenarios

            Financial Services:

            Regulatory compliance, data sovereignty, model risk management, fraud analytics governance.

            Healthcare:

            PHI protection, HIPAA compliance, secure AI-assisted diagnostics.

            Manufacturing & Energy:

            IP protection, OT data governance, digital twin lineage.

            Retail & Digital Commerce:

            Consent management, customer privacy, personalization governance.

            Public Sector & Education:

            Citizen and student data protection, transparency, auditability.

            Why Alletec for Microsoft Purview

            Alletec positions Purview as the Trust & Governance Plane for AI‑First Frontier Firms.

            Our Differentiators:

            1
            Unified Fabric, OneLake & Purview Architecture Design
            2
            Responsible AI and Agent Governance Frameworks
            3
            Semantic Modeling & Ontology Governance Expertise
            4
            Industry Compliance Accelerators (BFSI, Healthcare, Manufacturing, Public Sector)
            5
            Zero‑Trust Data Security & DLP Design
            6
            End‑to‑End Delivery: Strategy → Governance Operating Model → Platform Implementation → Managed Services

            Make Trust Your Competitive Advantage.

            Engage Alletec’s Data, AI & Security experts to design and implement a unified governance, compliance, and Responsible AI foundation

            using Microsoft Purview – the Trust Plane of your Microsoft Fabric Intelligence Platform.

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