Step-by-Step Implementation of Material Catalog Management in Asset-Intensive Industries

Step-by-Step Implementation of Material Catalog Management in Asset-Intensive Industries

Your warehouse shows 500 units of a gasket in stock. Yet your maintenance team cannot find even one. At the same time, procurement orders the same part from three different vendors under three different names. By the time the correct item arrives, the plant has already lost a full production shift.

This is what broken material catalog management looks like in real operations.

Asset-intensive industries such as Oil & Gas, Petrochemicals, Steel, Utilities, and Cement run on thousands of critical parts. Managing those parts accurately is not optional. It is the foundation behind every procurement decision, maintenance plan, and cost-control strategy your organization relies on.

This guide explains a step-by-step roadmap to build reliable material catalog management from the ground up.

Why Material Catalog Management Determines Operational Performance

A poorly managed material catalog does not just cause inconvenience. It quietly drains your organization’s time, A poorly managed material catalog does not only create inconvenience. Instead, it quietly drains time, money, and efficiency every single day.

When the catalog lacks structure, procurement, maintenance, and finance teams all work from different versions of the truth. As a result, decisions slow down, costs increase, and operational performance declines.

The impact becomes visible very quickly:

• Unplanned downtime caused by missing or misidentified parts
• Excess inventory created by duplicate records and phantom stock
• Compliance risks due to incorrect material classifications
• Increased MRO spend from repeated vendor purchases
• Maintenance delays because the correct part cannot be located

These are not just data issues. They are operational failures caused by weak material catalog management.

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What Makes Material Catalog Management So Difficult?

Most organizations already know their material data is inconsistent. However, very few understand the real reasons behind it or where to start fixing it.

In most industries, the root causes are almost identical:

• No naming standard: Each department describes the same item differently
• Disconnected systems: ERP, EAM, and warehouse systems hold conflicting records
• No data ownership: Nobody is responsible for maintaining catalog accuracy
• Poor migration practices: Legacy data moved into new systems without cleansing
• Manual entry without validation: New records created without any approval process

Over time, these problems compound. A catalog that starts with 10,000 records can easily grow to 60,000 records, with nearly 30% of them being duplicates.,000 with 30% being duplicates within just a few years.

Step 1: Audit Your Existing Material Catalog

Effective material catalog management begins with an honest assessment. You cannot improve what you have not measured.

Run a full audit of your existing material records across every system. Assess:

• Total number of active and inactive records
• Percentage of duplicate and near-duplicate entries
• Completeness of critical attributes like UoM, manufacturer, and part number
• Consistency of descriptions across plants and departments
• Alignment with any existing classification framework

This audit gives you a baseline. It also reveals where your catalog is causing the most operational pain.

Step 2: Set a Clear Material Catalog Management Strategy

Once you understand the scope of the problem, define your approach. A strategy without structure leads to rework and wasted effort.

Your strategy should define:

• Which systems will serve as the master source of truth
• What naming convention will apply across all material records
• Which classification standard you will adopt (UNSPSC, eClass, or proprietary)
• How new material creation requests will be handled going forward
• Who owns each category of materials in the catalog

This step prevents teams from working in silos during implementation.

Not sure which systems should own your master source of truth or which classification standard fits your industry? That’s exactly the kind of conversation our team enjoys. Drop us a line at Contact@codasol.com an,d we’ll help you map it out.

Step 3: Standardize Your Material Naming Convention

Naming is the backbone of any well-functioning material catalog. Without a shared standard, the same bolt appears under 12 different descriptions across your plants.

The noun-modifier format is the most widely adopted naming convention in asset-intensive industries. It starts with the item type and adds defining attributes in a consistent sequence.

Before standardization: “SS Rotary Pump Seal – 3in”

After standardization: PUMP SEAL; TYPE: ROTARY; MATERIAL: STAINLESS STEEL; SIZE: 3 IN

This format improves searchability, reduces duplicate creation, and supports accurate procurement. Apply it consistently across every record in your catalog.

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Step 4: Classify Every Material Using a Standard Framework

Classification organizes your material catalog into a structure that supports smarter operations. Without it, materials sit in unrelated groups or in no group at all.

Use a recognized framework aligned with your industry and ERP system. UNSPSC is the most widely adopted standard across the Oill & Gas and Utilities sectors.

Proper classification enables the following:

• Faster identification of interchangeable parts
• Better spend visibility by category
• Accurate BOM and asset hierarchy linking
• Streamlined vendor comparison and sourcing

Link each classified material to its functional location and asset hierarchy. This connection is especially critical in multi-plant environments.

Step 5: Cleanse and Deduplicate Your Catalog Data

Data cleansing is the most intensive step in material catalog management. It is also the one that delivers the most immediate operational value.

Use a structured approach:

• Automated matching to identify duplicate and near-duplicate records
• Rule-based validation to flag incomplete or non-compliant entries
• Manual expert review for high-value or safety-critical materials

Never delete records without review. Merge duplicates carefully to preserve procurement history, vendor links, and inventory balances.

After cleansing, every surviving record should meet your naming standard, carry complete attributes, and be linked to a valid classification.

Deduplication at scale can feel overwhelming, especially for catalogs with 50,000+ records. If you’re not sure where to begin, reach out to our data experts at Contact@codasol.com; we’ve worked through catalogs far messier than yours.

Step 6: Enrich Material Records with Operational Attributes

A clean record is not enough if it lacks the context your teams need to act on it. Attribute enrichment fills those gaps.

Enrich each material record with:

• Manufacturer name and original part number
• Approved vendor list with lead times
• Unit of measure and order quantity minimums
• Safety stock levels and reorder points
• Interchangeable and alternate part references

Enriched material catalog management reduces stockouts, shortens procurement cycles, and supports more accurate maintenance planning.

Cleansing / Enrichment of Material Master Data

Step 7: Build a Governance Model That Sustains Catalog Quality

Here is where most organizations fail. They invest heavily in cleansing and walk away only to find the catalog degraded again within six months.

Governance is what makes material catalog management sustainable.

Define clearly:

• Data stewards: Who reviews and approves new material creation requests?
• Workflow controls: What validation rules must a record pass before activation?
• Change management: How are updates to existing records reviewed and approved?
• Audit cycles: How often is the catalog reviewed for inactive or inaccurate records?
• Performance metrics: How do you track catalog completeness, accuracy, and duplication rate?

Governance transforms a one-time project into a living, self-improving process.

Step 8: Integrate Your Material Catalog Across All Systems

A centralized, clean material catalog only delivers its full value when every system reads from it. Siloed catalogs in separate platforms defeat the purpose of the entire exercise.

Integration connects your cleansed catalog to:

• ERP systems like SAP S/4HANA for procurement and finance
• EAM platforms like IBM Maximo for maintenance and asset management
• Warehouse management systems for inventory accuracy
• Procurement portals for vendor-facing item descriptions

A centralized MDM layer feeds clean, validated, real-time material data to every connected system. This eliminates the conflicting records, duplicate orders, and data mismatches that drive up costs.

Step 9: Validate, Test, and Roll Out With Confidence

Never go live with a refreshed material catalog without thorough validation. Testing ensures that your clean data performs correctly in real operational workflows.

Before go-live, verify:

• Unit of measure conversions are accurate across all systems
• Reorder points and safety stock levels trigger correctly
• Material records link accurately to functional locations and assets
• Data transfers between integrated systems without conflicts or gaps

A structured validation process protects your go-live from avoidable failures.

A Real-World Scenario: A GCC Utility Company Transforms Its Catalog

A large utility company in the GCC region managed over 90,000 material records spread across three plants and two ERP instances. Duplicate records accounted for nearly 31% of the total catalog. Procurement teams regularly ordered the same items under different descriptions. Inventory write-offs were climbing every quarter.

After implementing a structured material catalog management program with noun-modifier naming, UNSPSC classification, automated deduplication, and attribute enrichment, the results were significant.

Duplicate records dropped by 88%. Inventory accuracy improved to over 96%. Procurement cycle times reduced by 40%. The savings in MRO spend alone justified the implementation within one fiscal year.

Results like these don’t happen by chance. They follow a structured process, the right tools, and the right team. If you’re seeing similar challenges in your plants, start the conversation at Contact@codasol.com.

How Codasol Supports Material Catalog Management at Scale

Codasol’s MDM platform is purpose-built for asset-intensive industries across the GCC and MENA regions. It brings AI/ML-driven intelligence, structured governance, and deep ERP integration into a single, unified environment.

With Codasol, your organization can:

• Score and audit existing catalog data quality in real time
• Apply noun-modifier naming standards automatically at scale
• Deduplicate large material catalogs using AI-powered matching
• Enrich material records with attributes drawn from trusted reference libraries
• Integrate clean catalog data directly into SAP, Maximo, or any ERP system
• Monitor ongoing catalog health with live dashboards and governance alerts

Signs Your Material Catalog Management Needs Immediate Attention

Run through this quick checklist before your next procurement cycle:

Check the following before your next procurement cycle:

• Teams describe the same item differently
• Duplicate records create repeated purchase orders
• Warehouse stock does not match ERP records
• Maintenance delays happen due to missing material data
• New plants create catalog confusion immediately
• Inventory cannot be reconciled across systems

If two or more of these hit close to home, your catalog needs attention sooner rather than later. No pressure — just send us a quick note at Contact@codasol.com and we’ll take it from there.

The Business Case for Getting Material Catalog Management Right

Asset-intensive industries operate on thin margins and high stakes. Every hour of unplanned downtime, every duplicate purchase order, and every warehouse discrepancy represents real financial loss.

Clean, structured material catalog management directly improves:

• Plant availability: Maintenance teams find the right part faster
• Procurement efficiency: Buyers order confidently from a trusted catalog
• Inventory accuracy: Stock levels reflect reality across every plant
• Compliance readiness: Classified materials support audit and regulatory requirements
• ERP performance: Systems run on accurate, consistent data inputs

This is not a back-office initiative. It is a frontline investment in operational reliability.

Final Wrap

Implementing material catalog management is a structured, phased commitment not a one-time fix. Every step, from audit to governance to integration, builds toward a catalog your entire organization can trust.

Clean material catalog management reduces errors, lowers MRO costs, accelerates maintenance, and supports better decisions at every level of your operation.

Asset-intensive industries cannot afford to run on bad data. Your catalog should not be a liability. It should be one of your strongest operational assets. If you’re ready to make that shift, we’re ready to help.

Ready to transform your material catalog and drive operational excellence?