Build a Flawless Data Foundation for SAP
Whether you are optimizing legacy ECC or migrating to S/4HANA, bad data breaks SAP PM and MM. We engineer the precise Asset Master and MRO data required for seamless maintenance execution.
An investment in SAP is an investment in enterprise-wide operational visibility. However, if your Plant Maintenance (PM) and Materials Management (MM) modules are running on flat asset hierarchies and duplicate MRO data, that visibility completely disappears.
For Maintenance, Procurement, and IT teams, toxic SAP data is a severe operational roadblock. It leads to poor maintenance scheduling, inaccurate Material Requirements Planning (MRP) runs, bloated safety stock, and frustrated technicians who can’t track asset history or find the right parts to close out work orders.
Whether you are maintaining a legacy SAP ECC environment or preparing for a critical migration to SAP S/4HANA, your system’s performance depends entirely on the integrity of both your Equipment and Material Master.
At SwainSmith, we specialize in rescuing messy SAP data. We combine SAP customized dictionaries with artificial intelligence and deep domain expertise to transform your equipment and materials data into a streamlined, high-performance asset.
Overcoming SAP-Specific Data Roadblocks
Managing equipment and MRO data in SAP presents unique technical challenges that generic data scrubbers cannot handle. We engineer your data to align seamlessly with SAP’s architecture.
Solving the SAP MAKTX 40-Character Limit
The most notorious hurdle in SAP - even in modern S/4HANA environments - is the MAKTX field constraint. SAP limits the primary short text description to just 40 characters. Without strict governance, users resort to chaotic abbreviations, rendering parts impossible to search for.
The SwainSmith Correction
We have developed a custom SAP abbreviation dictionary. We apply a proprietary Noun-Modifier-Attribute taxonomy that logically and consistently abbreviates your MRO descriptions to fit perfectly within the MAKTX field 40-character limit, without losing critical identifying information. We simultaneously build out a comprehensive PO Text (long text) so your buyers have the exact specifications they need on the purchase orders.
Asset Classification, Enrichment & BOMs
Stop running SAP PM on incomplete asset data. We build logical Functional Location (FLOC) hierarchies and enrich your Equipment Master with critical technical specifications and classifications. By linking your cleansed MRO parts to these assets via precise Equipment BOMs, technicians find the right parts quickly, reducing downtime.
Eradicating Cross-Plant Duplication
Multi-plant operations often suffer from massive duplication across their MARA (client-level General Material Data) and MARC (Plant Data for Material) tables. A single bearing might exist under five different material numbers because it was entered differently at five different facilities. We identify, merge, and eradicate these duplicates, creating a single source of truth and instantly reducing inventory carrying costs.
Enrichment and Material Group Alignment
We map your MRO items to standard global taxonomies like UNSPSC or eClass, ensuring your Material Groups are logical and structured for advanced spend analytics. Furthermore, we enrich your material records by populating missing Manufacturer Names, Manufacturer Part Numbers (MPNs), and critical OEM specifications, ensuring your Bills of Materials (BOMs) are highly accurate.
Seamless Integration for IT Teams
A data cleansing project shouldn’t create a massive headache for your IT department. We understand that loading data back into SAP requires absolute precision. Your cleansed and enriched equipment and MRO data is delivered meticulously formatted for SAP’s native import utilities.
If you are running ECC, your data is mapped for the Legacy System Migration Workbench (LSMW). If you are moving to a modern environment, we format everything for the SAP S/4HANA Migration Cockpit, eliminating the need for IT to write custom API scripts or map disparate data fields.
Case Study: A Flawless Foundation for SAP S/4HANA
When a global food manufacturer prepared to migrate from legacy SAP ECC to SAP S/4HANA, they audited their Material Master and found a 20% duplication rate and thousands of unusable, cryptic descriptions. Realizing that migrating this toxic data would break their MRP functionality in the new system, they engaged SwainSmith.
We intercepted their raw MARA and MARC data, eliminated the duplicates, and ran their entire MRO catalog through our custom SAP abbreviation dictionary to optimize the 40-character MAKTX fields. We delivered the cleansed files perfectly formatted for the S/4HANA Migration Cockpit. The client launched their new SAP environment with a pristine Material Master, resulting in immediate user adoption and a multi-million dollar reduction in decentralized MRO spend.
Stop Letting Bad Data Stall Your Operations
Since 1997, SwainSmith has optimized over 4 million records. If your SAP system is underperforming, we have the specialized tools and expertise to build an Equipment and MRO Material Master you can trust.