AI Readiness

Your AI Initiative Is Only As Good As Your Data

70% of AI Projects Fail Because Enterprise Data Isn't Ready

Build trusted Customer, Product, Supplier, and Asset Master Data before investing in AI, Analytics, and Automation.

AI-Ready Data Foundation
Customer 360
Product 360
Data Governance
Data Quality
app.nexgenmdm.com/dashboard
Live
Total Master Records
4.7M
+2.3%
Data Quality Score
95%
+4.1%
Duplicate Rate
0.4%
−81%
Compliance Score
98.2%
+1.8%
Data Quality by Domain
Customer 4.2M95%
Product 182K88%
Supplier 48K82%
Finance 12K91%
Certified expertise across leading MDM & data platforms
SASAP MDGINInformatica MDMREReltioSESemarchyATAtaccamaSTStibo SystemsOROracleSFSalesforceMIMicrosoft AzureAWAWSSNSnowflakeDADatabricksSASAP MDGINInformatica MDMREReltioSESemarchyATAtaccamaSTStibo SystemsOROracleSFSalesforceMIMicrosoft AzureAWAWSSNSnowflakeDADatabricks
Proven Results

Why Organizations Choose NexGen MDM

Measurable impact delivered across hundreds of enterprise data transformation initiatives worldwide.

95%
Reduction in Duplicate Records

Eliminate data redundancy across all enterprise systems with AI-powered deduplication.

99%
Data Accuracy Improvement

Achieve near-perfect data accuracy with automated validation and governance workflows.

60%
Faster Supplier Onboarding

Streamline vendor onboarding from weeks to days using pre-built MDM accelerators.

40%
Faster Product Launches

Accelerate go-to-market with trusted, complete product master data.

The Business Problem

Bad Data Costs Businesses Millions Every Year

Most organizations struggle with disconnected systems, duplicate records, inconsistent data definitions, and weak governance — all at massive cost.

Data Silos Are Destroying Enterprise Value

Without MDM, critical business data is trapped in isolated systems — each with its own version of the truth.

CRM
Customer Data
ERP
Finance & Ops
SCM
Supply Chain
HRM
Workforce Data
Siloed · Inconsistent · Untrustworthy · Costly

The Real Business Impact

Duplicate Customer Records$3.1M lost per year

Fragmented customer views cause revenue leakage, poor experiences, and lost opportunities.

Poor Product Information23% data errors

Inaccurate product data delays launches, increases returns, and damages brand credibility.

Regulatory & Compliance Risks$5.8M avg fine

Inconsistent data exposes organizations to GDPR, KYC, and audit failures with severe penalties.

Failed AI & Analytics Initiatives70% AI projects fail

Dirty master data is the #1 reason AI and analytics projects fail to deliver value at scale.

NexGen MDM solves all of this

Our platform delivers a unified data foundation that eliminates silos and restores trust.

Single Source of Truth Automated Data Governance AI-Ready Foundation
What Is Master Data Management?

Build a Single Source of Truth for Enterprise Data

MDM is a business-led, technology-enabled discipline that creates trusted, governed, and consistent master records across your organization.

MDM consolidates data from multiple business systems into a centralized framework known as the Golden Record — ensuring every team operates using accurate, consistent, trusted information.

Key Benefits
Improved Data Quality
Better Customer Experience
Enhanced Compliance
Faster Decision-Making
Operational Efficiency
Reduced Business Risk
Better Analytics & Reporting
AI & Automation Readiness
CRM
Customer Data
Live Sync
ERP
Finance & Ops
Live Sync
SCM
Supply Chain
Live Sync
MDM Platform
MatchMergeGovernEnrich
Golden Record
Unified · Trusted · Governed
AccurateCompleteConsistent
Core MDM Capabilities

Everything You Need to Manage, Govern & Scale Enterprise Data

End-to-end MDM capabilities across all critical data domains — purpose-built for enterprise scale.

Complete Customer 360 Across Every Touchpoint

Create a unified customer profile across sales, service, marketing, finance, commerce, and operational systems.

Key Capabilities
Customer 360 & Golden Record
Identity Resolution Engine
Customer Hierarchies
KYC & Compliance Management
Relationship Mapping
Data Stewardship Workflows
Customer Analytics Foundation
Deduplication at Scale
Explore Customer MDM
Live Platform Metrics
Customer MDM Dashboard
Active Customers2.4M
Duplicate Rate0.4%
Data Completeness98%
Recent Activity
Golden Record createdJust now
Duplicate mergedJust now
Quality rule appliedJust now
Data Governance & Quality

Build Trust in Every Data Element

Successful MDM initiatives require strong governance and quality frameworks that scale with your enterprise.

98% Compliance

Data Governance Services

Build enterprise-grade governance frameworks with data stewardship, policy management, and business glossaries.

Governance Strategy
Data Stewardship Programs
Data Ownership Models
Business Glossaries
95% Quality Score

Data Quality Services

Continuously monitor, cleanse, enrich, and validate master data to maintain high quality across all systems.

Data Profiling & Cleansing
Standardization Rules
Matching & Deduplication
Enrichment Workflows
Live Dashboards

Governance Analytics

Real-time dashboards and scorecards giving leadership full visibility into data health across every domain.

Quality Scorecards
Audit Trail Reporting
Domain Health Views
Executive Dashboards
AI-Ready Data Foundation

Why AI Projects Fail Without Trusted Master Data

Organizations don't have an AI problem. They have a data problem.

AI, ML, Generative AI, Predictive Analytics, and Intelligent Automation all require trusted master data. NexGen builds the AI-ready enterprise data foundation your initiatives depend on.

AI-Powered Capabilities
Intelligent Matching
AI-Based Profiling
Auto Deduplication
Smart Classification
Predictive Quality
Workflow Automation
AI Governance
Generative AI Ready
Build Your AI Foundation
AI Readiness
95%
Enterprise AI Readiness Score
Powered by NexGen MDM trusted data foundation
Data Accuracy99%
Completeness97%
Consistency96%
AI Pipeline Ready
Connected to ML, GenAI & Analytics workloads
Industry-Specific MDM Solutions

Purpose-Built Solutions for Every Industry

Tailored MDM frameworks and accelerators across eight major industry verticals — ready to deploy.

Manufacturing

  • Material Master Management
  • Supplier Governance
  • SAP Data Harmonization
  • Asset Management
Learn more

Retail & eCommerce

  • Product Information Management
  • Customer 360
  • Supplier Management
  • Omnichannel Commerce
Learn more

Banking & Financial Services

  • Customer Master Data
  • KYC Governance
  • Risk Management
  • Regulatory Reporting
Learn more

Healthcare & Life Sciences

  • Patient Master Data
  • Provider Governance
  • Clinical Data Management
  • Regulatory Compliance
Learn more

Telecommunications

  • Subscriber Management
  • Product Catalog Governance
  • Network Asset Management
  • Partner Data Management
Learn more

Energy & Utilities

  • Asset Master Management
  • Infrastructure Governance
  • Operational Data Quality
  • Maintenance Data
Learn more

Logistics & Supply Chain

  • Supplier Governance
  • Warehouse Management
  • Inventory Visibility
  • Location Intelligence
Learn more

Government & Public Sector

  • Citizen Data Management
  • Cross-Agency Data Sharing
  • Regulatory Compliance
  • Public Records Governance
Learn more
Platforms We Support

Modern MDM & Enterprise Data Ecosystems

Platform-agnostic expertise across the leading MDM platforms, enterprise applications, and cloud ecosystems.

SAP MDG
SAP Master Data Governance
Gold Partner

Deep SAP ecosystem expertise with certified MDG architects and delivery teams.

SAP S/4HANA IntegrationCentral GovernanceProcess IntegrationWorkflow Automation
Informatica
Informatica MDM
Gold Partner

End-to-end Informatica MDM implementations from strategy through production.

360 HubCloud MDMData Quality SuiteAI-Powered Matching
Reltio
Reltio Cloud MDM
Certified

Cloud-native MDM deployments leveraging Reltio's graph-based architecture.

Cloud-Native MDMReal-Time APIsTenant ProfilesGraph-Based Records
Semarchy
Semarchy xDM
Silver Partner

Agile, iterative MDM implementations with rapid time-to-value delivery.

Agile MDMMulti-Domain SupportSelf-Service StewardshipLow-Code Config
Ataccama
Ataccama ONE
Certified

Unified MDM and data quality implementations with built-in AI augmentation.

Data Quality EngineMDM + GovernanceAI-Augmented ProfilesCatalog Integration
Stibo Systems
Stibo STEP
Gold Partner

Product and multi-domain MDM specializing in retail, manufacturing and distribution.

Product MDMMulti-Domain STEPDigital CommerceGlobal Syndication

Not Sure Which Platform is Right for You?

Our platform-agnostic experts help you evaluate, select, and implement the right MDM solution for your business requirements, existing systems, and budget.

Get Platform Recommendation
Our Implementation Methodology

Proven Six-Step Framework

A structured, business-led approach to MDM that delivers measurable outcomes — every time.

01

Discover

Understand business goals, stakeholders, data domains, source systems, and success criteria.

02

Assess

Evaluate data quality, governance maturity, architecture gaps, and organisational readiness.

03

Design

Define target architecture, governance framework, operating model, and system integrations.

04

Cleanse

Remove duplicates, standardise records, enrich master data, and establish quality rules.

05

Implement

Deploy the MDM platform, workflows, governance controls, integrations, and live dashboards.

06

Govern & Optimise

Establish stewardship, KPIs, continuous monitoring, and long-term improvement cycles.

Case Studies

Real Enterprise Data Transformation Success Stories

Proven impact delivered across industries — measurable results, faster timelines, lasting data quality.

Retail & eCommerce
Retail & eCommerce

18% Revenue Growth

Challenge

Fragmented product data across 12 systems causing customer experience failures and lost sales.

Solution

Unified Product MDM with Golden Record creation across all eCommerce and ERP channels.

95% duplicates removed$2.1M saved6 months
Manufacturing
Manufacturing

$12M Procurement Savings

Challenge

40,000+ duplicate vendor records causing procurement inefficiency and compliance exposure.

Solution

Supplier MDM consolidation with automated onboarding and governance workflows.

40K vendors deduped$12M saved8 months
Healthcare & Life Sciences
Healthcare & Life Sciences

99.2% Patient Data Accuracy

Challenge

Inconsistent patient records across 50+ facilities causing clinical reporting errors.

Solution

Patient Master Data Management with real-time matching across all clinical systems.

50+ facilities unified99.2% accuracy12 months
Free Resources & Downloads

6 practitioner-built assets

Free frameworks, blueprints, and toolkits built by enterprise MDM practitioners with real project experience.

Download All 6 Resources
Blueprint
Customer 360 Blueprint
NexGen MDM · Free Download
Template
MDM Business Case Template
NexGen MDM · Free Download
Framework
Data Governance Framework
NexGen MDM · Free Download
Playbook
Product MDM Playbook
NexGen MDM · Free Download
Toolkit
Supplier Governance Toolkit
NexGen MDM · Free Download
Assessment
AI Data Readiness Assessment
NexGen MDM · Free Download
Why NexGen MDM

Trusted Partner for Enterprise Data Transformation

The qualities that make NexGen the preferred MDM partner for enterprises worldwide — depth, breadth, and business impact.

Deep MDM Expertise

Dedicated focus on Master Data Management, Data Governance, Data Quality, and Enterprise Integration — it's all we do.

Industry Accelerators

Pre-built frameworks, workflows, governance models, and implementation assets for faster time-to-value across every vertical.

Platform Agnostic Approach

Expertise across SAP MDG, Informatica, Reltio, Semarchy, Ataccama, Stibo Systems, and modern cloud data ecosystems.

Business-First Strategy

Align technology investments with measurable business outcomes — revenue growth, cost reduction, and compliance assurance.

Global Delivery Capability

Supporting organizations across North America, Europe, Middle East, Asia Pacific, Australia, and India with local expertise.

AI-Ready Foundations

Build the trusted data foundation your AI, ML, and Generative AI initiatives depend on to deliver real business value.

15+
Years Experience
200+
Projects Delivered
50+
Enterprise Clients
6
Continents
Contact Us

Build Your Trusted Data Foundation

Whether you're evaluating MDM platforms, modernizing ERP environments, implementing Customer 360, or preparing for AI — NexGen can help.

Get in Touch

NexGen is ready to provide the right MDM solution tailored to your business needs.

Head Office
Noida | Gurugram
Global Delivery Centers
Free Discovery Session Includes
  • Data Maturity Assessment
  • MDM Readiness Evaluation
  • Governance Gap Analysis
  • Platform Recommendations
  • Customer 360 Strategy Review
  • AI Data Readiness Assessment

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