Master Data Management, Common Data Model & Data Governance Services on Microsoft Fabric
AI‑powered Master Data Management and enterprise governance built natively on Microsoft Fabric. Create consistent, compliant, trusted data across your business.
Key Capabilities:
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AI‑assisted profiling & matching
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50+ AI‑powered data quality rules
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Governance‑first Fabric + Purview integration
Let's Connect
Let's Connect
The Current State of Enterprise Master Data
Organizational data of vendors, customers, and products exist in multiple systems such as CRM, ERP, finance, supply chain, and other digital platforms. When this data is not governed centrally, there are high chances of data inconsistency and duplication. This can impact the overall efficiency and compliance of any organization.
A unified Master Data Management approach in Microsoft Fabric enables organizations to move from reactive data handling to proactive, governed, and AI-ready master data. Without a centralized MDM and data governance framework, enterprises struggle to scale analytics, meet compliance requirements, and deliver reliable AI outcomes.
What Enterprises Commonly Experience
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Multiple versions of the same master data
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Manual corrections across business and IT teams
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Reporting delays due to data inconsistencies
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Increased governance and audit exposure
Learn more about How AI Transforms Master Data Management in Microsoft Fabric in our detailed blog: - Read More
Business Impact of MDM & Data Governance
DynaTech’s Microsoft Fabric MDM solution ensures that master data becomes a strategic asset and not an operational burden.
Single Source of Truth
Get a unified view of your customers, vendors, and products across all enterprise systems.
Improved Data Accuracy
Reduce duplicate information and inconsistencies. Gain standardized master data across regions and business units.
Faster Decision-Making
Experience insight-ready data for leadership, analytics, and operational teams. Say no to reconciliation delays.
Operational Efficiency
Minimize manual data cleanup, validation, as well as, correction efforts.
AI-Ready Data Foundation
Unlock clean and governed master data. Accelerates analytics, Copilot adoption, and AI initiatives.
MDM, CDM & Data Governance Services We Offer
DynaTech delivers end-to-end Master Data Management and enterprise data governance services designed to integrate seamlessly with Microsoft Fabric and your existing enterprise systems.
Our comprehensive service offerings include:
- Master Data Management (MDM) strategy, design, and implementation tailored to your business needs
- Common Data Model (CDM) design across customer, product, vendor, and reference data to enable standardized, reusable data assets
- Enterprise Data Governance frameworks and operating models to ensure compliance, accuracy, and accountability
- Metadata management, lineage tracking, and stewardship enablement for full data lifecycle control
- Governance designed for analytics, AI, and Copilot readiness to power advanced insights and automation
Key Features of DynaTech AI-Driven MDM
These powerful features form the backbone of our comprehensive MDM and data governance services, empowering enterprises to enforce robust governance, ensure data trustworthiness, and unlock actionable insights at scale.
AI-Assisted Data Profiling
AI-Assisted Data Profiling
Automatically analyzes enterprise data structures, relationships, and quality using AI. Creates immediate visibility into master data health across various systems.
AI-Driven Data Quality Validation
AI-Driven Data Quality Validation
50+ enterprise-grade validation rules with intelligent recommendations. Ensure accurate and trusted master data at a scale.
Smart Data Cleaning
Smart Data Cleaning
AI detects and fixes errors. It eradicates duplicates and inconsistencies automatically. Human-in-the-loop controls maintain governance and confidence.
Data Enrichment & Standardization
Data Enrichment & Standardization
API-based enrichment fills gaps and validates critical master data attributes. Standardizes formats and codes along with naming conventions enterprise wide.
Golden Record Creation
Golden Record Creation
AI-assisted match and merge consolidates records into a single source of truth. Eliminates duplicates across ERP, CRM, as well as other business systems.
Real-Time Data Distribution
Real-Time Data Distribution
Distributes trusted master data across connected applications and analytics platforms. Keeps downstream systems continuously synchronized and up to date.
Data Quality Dashboards & Governance
Data Quality Dashboards & Governance
Renders real-time visibility into data health and quality KPIs. Delivers audit-ready governance using Microsoft Fabric and Purview.
End-to-end Master Data Lifecycle Automation
End-to-end Master Data Lifecycle Automation
Automates ingestion, validation, enrichment and distribution. This ensures that the master data remains consistent, governed, scalable, and production ready.
See How AI-Driven MDM Works in Your Fabric Environment
Every enterprise’s data landscape is different. DynaTech helps you design a Microsoft Fabric MDM strategy tailored to your ERP, CRM, and analytics ecosystem.
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Architecture of DynaTech AI-Driven MDM on Microsoft Fabric
DynaTech’s MDM is natively built on Microsoft Fabric. It’s architecture enables unified ingestion, governed processing, and secure delivery of trusted master data across the enterprise.
The architecture embeds enterprise data governance, metadata management, lineage, and policy enforcement using Microsoft Fabric and Microsoft Purview, ensuring robust compliance and control.
Key Architecture Elements
- Unified ingestion from ERP, CRM, and enterprise systems
- Fabric Lakehouse (Bronze, Silver & Gold) for governed master data
- Built-in data quality, consolidation, and governance using Microsoft Purview
- Trusted master data delivered to analytics, AI, and downstream systems
How DynaTech Delivers Trusted Master Data
DynaTech follows a proven 7-step Master Data Management process in Microsoft Fabric to transform raw enterprise data into governed and insight-ready master data.
The 7-Step MDM Process
Result
Unleash clean, governed, and continuously synchronized master data fueling every operational and analytical business process.
Want to explore how DynaTech’s MDM and data governance services drive compliance and governance excellence on Microsoft Fabric?
Read our detailed blog: MDM in Microsoft Fabric – Governance & Compliance
Why AI Makes DynaTech’s MDM Different
The Real AI Impact
AI-driven Automation
AI-driven Automation
Reduce manual effort with AI-driven automation of profiling, validation, matching, and enrichment in Microsoft Fabric MDM.
Improve Data Accuracy Over Time
Improve Data Accuracy Over Time
AI continuously learns from patterns and corrections.
Fabric MDM Implementation
Fabric MDM Implementation
Accelerate Fabric MDM implementation with intelligent rule suggestions and automated matching.
Master Data Management
Master Data Management
Make Master Data Management business-friendly. Translate complex data into usable insights.
AI with Governed Master Data
AI with Governed Master Data
Strengthen trust in analytics and AI with clean and governed master data. It powers Copilot and Power BI.
Why Choose DynaTech for Microsoft Fabric MDM
A Reliable Partner for Enterprise-Scale Master Data Management
Deep Microsoft Fabric Expertise
We design and deliver a truly Fabric-integrated MDM solution built natively on Microsoft Fabric. We don’t offer layered or retrofitted solutions.
Proven MDM Frameworks
Our team of experts leverages battle-tested MDM accelerators and frameworks derived from real-world enterprise implementations.
AI Embedded Across the MDM Lifecycle
Apply AI across profiling, validation, matching, enrichment, and consolidation. Minimize manual efforts and enhance accuracy.
Faster Time-to-Value
Reuse enterprise-ready rules, patterns, and pipelines. Accelerate Fabric MDM implementation and go live faster.
End-to-End Enterprise Integration
Unify master data across ERP, CRM, Finance, Supply Chain, and industry systems. Get with a single governed MDM foundation for all your data.
Governance-First Delivery Model
We embed MDM, CDM, and data governance as foundational capabilities—not afterthoughts—ensuring compliance, control, and trust from day one.
