How AI-ready is your procurement function? Take the free 2-minute assessment.

Check AI Readiness
Data Governance

MRO Data Cleaning for One of India's Leading Automotive Manufacturers

Our client

The client is a major Indian manufacturer of steering and suspension systems, operating across 15+ plant locations. The company deals with large volumes of indirect materials used for maintenance, repair and operations (MRQ), which had grown unstructured over time.

Business Challenges

Poor visibility into actual material usage across a database of 1,20,000+ item records
Repetition and redundancy in item creation due to inconsistent, incomplete data
Difficulty in identifying correct materials across plants, with inefficient ERP search and selection

Solution

Explore how Cognilix's Data Governance solution cleans, standardizes and enriches MRQ master data at scale.
IMPACT AT A GLANCE
1,20,000+
MRQ items cleaned and enriched, with 65% enriched with missing specifications and attributes

Knowledge Hub

Your Destination for Smarter Procurement Thinking

Welcome to the Cognilix Knowledge Hub — a curated space for procurement leaders, sourcing professionals and supply chain strategists to stay ahead with insights that drive impact.

Spend Analysis vs Spend Analytics: What Is the Difference?

October 13, 2026

Spend Analysis vs Spend Analytics: What Is the Difference?

Read More →
How to Choose the Right Procurement Automation Software?

October 6, 2026

How to Choose the Right Procurement Automation Software?

Read More →
What Is a Bill of Materials (BOM)? Meaning, Example, Types, and Uses

September 25, 2026

What Is a Bill of Materials (BOM)? Meaning, Example, Types, and Uses

Read More →
 What Is a B2B2C Business Model In 2026: Meaning, Examples, And Strategies of Business to Business to Consumer

September 21, 2026

What Is a B2B2C Business Model In 2026: Meaning, Examples, And Strategies of Business to Business to Consumer

Read More →
What Is Source-to-Contract (S2C)? Comprehensive Meaning, Process, and Steps

September 14, 2026

What Is Source-to-Contract (S2C)? Comprehensive Meaning, Process, and Steps

Read More →
What Is a Goods Receipt Note (GRN) in Procurement and How Does It Work?

September 3, 2026

What Is a Goods Receipt Note (GRN) in Procurement and How Does It Work?

Read More →
Talk to an Expert