DX Ready Hub
Data Architecture Diagnostic

Master Data Management & Governance Analyzer™

Is your enterprise data foundation ready for S/4HANA and generative AI? Evaluate governance rigor, quality ownership, and validation pipelines in under 5 minutes.

4
Core Data Domains
Weighted
Scoring Algorithm
< 5 min
Completion Time
Audit Pillars

4 Essential Dimensions of Data Maturity

Flawed master data is the #1 cause of ERP budget overruns and AI pilot abandonments. Establish clarity across all four pillars.

Domain 1

Governance & Stewardship

Evaluates executive sponsorship, domain data owners, clear RACI matrices, and policy compliance enforcement.

Domain 2

Quality & Deduplication

Assesses automated validation, deduplication rules, format consistency, and error escalation loops across core entities.

Domain 3

Architecture & Integration

Audits golden record management, API-led integration pipelines, metadata repositories, and legacy sync reliability.

Domain 4

S/4HANA & AI Migration Readiness

Detects legacy schema debt, unmapped custom fields, and missing attributes that derail modern ERP implementations.

Actionable Output

What You Receive Upon Completion

Practical, high-impact diagnostic intelligence to protect your transformation roadmap and data architecture.

Weighted Maturity Scorecard

Our algorithm weights stewardship and validation over mere record volume, giving leadership an authentic baseline.

Pre-Migration Risk Heatmap

Pinpoint high-risk entity domains (Vendor, Customer, Material, Chart of Accounts) before starting ERP data conversion.

Domain-Specific Remediation Plan

Step-by-step guidance on establishing governance boards, cleansing dirty data, and defining single sources of truth.

Steering Committee PDF Report

Instantly generated, executive-ready PDF summarizing findings, risks, and strategic next steps for project sponsors.

Pre-Migration Assurance

Cleanse Before You Migrate, Not During

Migrating dirty data into a modern ERP system simply automates bad decisions at higher speeds. Assess your baseline now to safeguard your delivery timeline.

Start Assessment

Benchmark Your Master Data Maturity

Take the 5-minute assessment and get an instant report on your governance posture.