DATA READINESS FOR AI & COMMERCE

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DATA

01

Readiness

FOR AI

& COMMERCE

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WHY

02

Data Quality Drives Commerce & AI Readiness

In Aftermarket and Service, poor data quality isn’t an IT problem — it’s a business risk.
Scattered systems, inconsistent product links, and outdated spare parts data derail commerce platforms, customer portals, and AI initiatives.

Internal teams are tied up with daily operations. Large-scale clean-up and structuring of decades of product and customer data rarely happen — and without a maintenance process, the same issues keep coming back.

The impact:

  • Missed sales when customers can’t find the right parts
  • Delayed automation and AI adoption
  • Wasted resources on constant manual fixes
  • Eroding customer satisfaction and loyalty
  • M-Data’s Data Boosterdelivers clean, connected, commerce-ready data — and locks in the processes to keep it that way.

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HOW

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We Deliver – 3 Pillars for Measurable Impact

01

Business-Driven, Aftermarket-Focused
We start with your commercial and operational goals — and we know the realities of spare parts, replacements, and service data. Every decision targets measurable business impact.

02

Structured Execution with Scalable Capacity
A proven delivery method, tailored to your organization. We combine a clear step-by-step approach, a dedicated project lead, and real-time dashboards for full transparency. Supported by dedicated teams, we align resources and pace precisely to your business priorities. match your pace.

03

Clean Data That Stays Clean
We don’t just fix the problem — we make sure it doesn’t return. We design governance models, workflows, and ownership structures that keep your data accurate, connected, and commerce-ready. This ensures your AI, automation, and commerce platforms always run on a reliable foundation — permanently.

WHAT

04

We Deliver – From Quick Wins to Sustainable Change

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what

Progress Dashboard
Capacity Planning
Governance Framework
Data readiness report

Why Customers
chose for us:

05

Business-First Approach
We solve business problems, not just IT issues — every project is anchored in measurable commercial outcomes.

Aftermarket Expertise
Deep understanding of spare parts and service data ensures fast impact and relevant solutions.

Structured & Transparent Delivery
Clear methodology, dedicated project lead, and live dashboards keep progress visible at all times.

Scalable Capacity
Dedicated teams ready to start, with the flexibility to match your project’s pace.

Sustainable Results
Governance and processes built in to keep your data accurate, connected, and commerce-ready — permanently.

M-DATA - 2025
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