MRO Data Collection: The Foundation for MRO Excellence

Develop a high-performance MRO inventory master with SwainSmith’s MRO Data Collection service.

Collect accurate part information—specifications, locations, quantities, manufacturer, and vendor details—during storeroom walk-downs using our intuitive cloud-based platform and industry-proven dictionaries. Alternatively, we can deploy our expert team on-site to handle the walk-down and data collection for you.

Since 1997, SwainSmith has optimized over 4 million SKUs, and now we’re setting the stage for your success with precise data collection, followed by expert cleansing, standardization, and enrichment.

Get Started with SAP MRO Data

Why MRO Data Collection?

In asset-intensive industries, inaccurate MRO data creates costly inefficiencies. Incomplete part details, untracked inventory, and inconsistent records lead to overstocking, procurement errors, and unplanned downtime. Studies show organizations lose millions annually due to poor data quality.

Many clients also lack the bandwidth to collect this data themselves, which is why SwainSmith’s MRO Data Capture offers flexible solutions: your team can use our web-based platform to collect precise storeroom data – including specifications, locations, quantities, manufacturer, and vendor information – or we can deploy our experts on-site to handle the walk-down and data collection for you, ensuring accuracy and efficiency.

  • Accurate Data Foundation

    Collect comprehensive part details—specifications, locations, quantities, manufacturer, and vendor information—directly from your storeroom, whether by your team or ours.

  • Effortless Data Collection

    Our platform simplifies the process for your team, or we can take the burden off entirely with our on-site experts.

  • Reduced Downtime

    Ensure the right parts are identified and available, minimizing equipment delays.

  • Cost Efficiency

    Eliminate duplicate inventory and procurement errors with accurate, streamlined data collection.

  • System-Ready Outputs

    Receive standardized, enriched data in XLS or CSV formats, compatible with EAM/CMMS or ERP systems (SAP, Maximo, Oracle, and more).

  • Improved Compliance

    Build a reliable dataset to meet regulatory standards in the energy, aerospace, and manufacturing industries.

Ready to streamline your MRO operations?

Request a free consultation and see how MRO Data Capture can transform your MRO inventory data – risk-free!

Frequently Asked Questions

MRO Data Capture is a service that enables the collection of accurate part information—specifications, locations, quantities, manufacturer, and vendor details—during storeroom walk-downs. Your team can use our platform, or we can deploy our experts on-site to handle the process, followed by data cleansing, standardization, and enrichment.

Yes, if your team lacks the bandwidth, we can deploy our expert team to your site to conduct the storeroom walk-down and collect the data—including manufacturer and vendor information—for you, ensuring accuracy and efficiency.

Your team can use our platform to input part details (specifications, locations, quantities, manufacturer, and vendor information) during storeroom walk-downs, or our on-site team can handle the process entirely. We then cleanse, standardize, and enrich the data, delivering system-ready results.

No, our platform is entirely web-based, requiring no software installation. Simply log in from any device with a browser and start capturing data instantly—or let our team handle it for you.

The timeline depends on the size of your storeroom and the number of SKUs. Our platform and on-site team accelerate the process, with most clients completing initial data capture within a few weeks.

After capturing and optimizing your data, we deliver it in formats (XLS, CSV) compatible with EAM/CMMS or ERP systems like SAP, Maximo, and Oracle, ensuring seamless integration

Once your data is captured, SwainSmith cleanses, standardizes, and enriches it. You can also opt for our MRO Inventory Analysis service to optimize stock levels and streamline procurement, leveraging the manufacturer and vendor details for better sourcing decisions.

How MRO Data Collection Works

SwainSmith’s MRO Data Collection service combines proven expertise with intuitive technology and the industry’s most comprehensive noun-modifier-attribute dictionary to deliver actionable data. Here’s how we set the stage for your success:

Storeroom Walk-Down
Choose the approach that works for you—your team can use our platform to capture part information (specifications, locations, quantities, manufacturer, and vendor details) during storeroom walk-downs, or we can deploy our expert team on-site to conduct the walk-down and collect the data for you.

Efficient Data Collection
Whether using our platform or our on-site team, we ensure critical details like part numbers, stock levels, and manufacturer and vendor information are recorded with precision, reducing errors and improving efficiency.

Seamless Delivery
Receive optimized MRO data in formats tailored for your EAM/CMMS or ERP systems.

  • Data Cleansing

    We remove duplicates, correct errors, and fill gaps using manufacturer data and industry libraries.

  • Standardization

    We normalize vendor and manufacturer names with proprietary taxonomies and standardize descriptions using our industry-proven Noun-Modifier-Attribute Dictionary containing over 5,300 noun-modifier pairs.

  • Classification

    We classify records using industry-standard classification systems like UNSPSC and eClass.

  • Data Enrichment

    We enhance your dataset with digital assets (images, cut sheets, etc.) and missing specifications and attribute values.

Our ISO-compliant process ensures security and accuracy, and our flexible approach—whether using our platform or our on-site team—adapts to your needs. Whether you manage thousands or millions of SKUs, MRO Data Capture scales to your operations.

The Cost of Inaccurate MRO Data

Poor MRO data isn’t just an inconvenience - it’s a profit killer. Consider the impact:

MRO Data Collection eliminates these pain points, creating a single source of truth for your MRO materials—whether we collect the data (including manufacturer and vendor details) for you or empower your team to do it. Clients report 10-20% savings on MRO budgets and significant improvements in maintenance productivity.

Trusted by Industry Leaders for MRO Data Expert Solutions

Why Choose SwainSmith?

Proven Expertise
Since 1997, we’ve optimized MRO data for global leaders like Stena Drilling and Dairy Farmers of America.

Proprietary Tools
Our advanced AI platforms, taxonomies, and dictionaries ensure consistent, high-quality data.

Customized Solutions
We tailor every project to your needs, offering self-service data collection and on-site support to fit your bandwidth.

Risk-Free Trial
Test MRO Data Capture with a complimentary data collection and cleansing sample.

Get Started with MRO Data Collection Today

Don’t let disorganized storeroom data hold your operations back. With SwainSmith’s MRO Data Capture, you can collect accurate data—whether by your team or ours—and set the stage for optimization, cost savings, and efficiency gains.

Take the first step now—contact us for a free consultation and sample data collection. Experience the impact of precise MRO data risk-free!