MRO Data Collection: The Foundation for MRO Excellence
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.

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?
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
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.
The Cost of Inaccurate MRO Data
Poor MRO data isn’t just an inconvenience - it’s a profit killer. Consider the impact:
- Overstocking
Duplicate SKUs inflate inventory costs by up to 20%. - Downtime
Missing specifications delay repairs, costing millions in lost production.
- Compliance Risks
Inconsistent data jeopardizes regulatory compliance. - Procurement Waste
Inaccurate vendor data misses savings opportunities.
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!