Your EAM/CMMS Isn't Broken. Your Data Is.
From duplicate MRO parts to broken asset hierarchies, bad data cripples software ROI. We bring a unique combination of steel toes and data engineering to audit, cleanse, and standardize your infrastructure. Powered by our proprietary AssetAI Engine and ISO-compliant frameworks, we transform chaotic legacy records into a high-fidelity strategic asset.
Turning Fragmented EAM Data into Engines of Profitability
By bridging the gap between your data, governance, and workforce, we ensure your enterprise systems produce the exact information procurement and maintenance teams need to permanently lower spend, extend asset life, and eliminate unplanned downtime.
The Blueprint for Industrial Data Integrity
Aligning your equipment, MRO inventory, and workforce under a validated engineering framework.
We bring a unique combination of steel toes and IT to your asset infrastructure. By pairing 28 years of field-tested reliability expertise with our proprietary AssetAI Engine and ISO-compliant dictionaries, we permanently solve the data quality problem. We bridge the execution gap—ensuring your maintenance, procurement, and enterprise software operate in total synchronization.
AssetAI Engine
Deploy our proprietary technology to automatically transform chaotic asset and MRO records into clean, standardized, audit-ready data that maximizes your EAM/CMMS performance.
Data Services
Eliminate toxic data with our expert MRO and equipment data cleansing, classification, and enhancement services. Utilizing ISO-compliant dictionaries and proprietary technologies, we maximize EAM/CMMS performance.
EAM Library
Access our master repository of ISO-compliant standards, workflows, dictionaries, and failure codes. Includes EAM University training to equip your workforce to sustain long-term data integrity.
Why Partner with SwainSmith?
Beyond Data Cleansing: A Comprehensive Framework for EAM Success
Our goal is to deliver more than just clean records. We provide the technical engineering, proven standards, and expert training required to turn your EAM into a strategic engine of reliability.
- Engineering-Grade Data: We don't just "scrub" records. We engineer logical hierarchies and rich MRO and equipment attributes that drive precise work execution.
- The EAM Library: Access the industry’s most robust repository of pre-built failure codes and technical standards to govern your data for the long term.
- Sustainable Performance: Through EAM University, we empower your workforce with the skills to maintain data integrity and best-practice workflows.
- Validated ROI: Reduce unplanned downtime, lower carrying costs, and extend asset life through data that is finally rich and actionable.
Delivering High Performance MRO & Asset Master Data for Leading Organizations




High-Performance Asset & MRO Data for the World’s Leading Systems
Stop fighting legacy data constraints. We engineer precise, ISO-standardized equipment and material data tailored to the unique architectural requirements of your enterprise platform. Whether you are migrating to the cloud or optimizing an existing instance, we ensure your data structure drives maximum system ROI.
Case Study Snapshot: Global Mining Operations
Driving Uptime through Engineered Data and Defined Workflows

The Challenge:
A global mining leader was struggling with unreliable equipment, excessive MRO spend, and a legacy CMMS that lacked technical depth. Without a standardized asset hierarchy or clear work management protocols, their maintenance team remained trapped in a reactive “fix-and-fail” cycle.
The Solution:
SwainSmith engineered an ISO-aligned Asset and Material Master foundation. We built structured equipment hierarchies, standardized their MRO catalog, and deployed best-practice workflows from the EAM Library to ensure long-term data sustainability.
The Result:
- 10% Increase in asset uptime.
- $750,000 in annual cost savings through optimized inventory and streamlined work execution.
Ready to Master Your EAM Information?
Don’t let poor data quality stall your operations. Partner with SwainSmith to engineer a rich, actionable foundation and develop the workforce capability to sustain it for years to come.