SwainSmith Information

At Swain Smith & Company, we operate on a core principle: all roads lead to data. We help asset-intensive organizations eliminate toxic equipment and MRO records, transforming chaotic databases into the structured, high-performance master data foundations required for operational reliability. Through our specialized AssetAI engine, we embed 28 years of global EAM engineering experience directly into an automated processing architecture. By pairing advanced machine learning with the industry's most extensive proprietary noun-modifier dictionaries, we eliminate algorithmic guesswork to cleanse, standardize, and enrich legacy data out of the box. Our Technical Foundation: ISO 14224-Aligned Equipment Profiles: Generating structured equipment records built around international reliability standards. Standardized MRO Classifications: Categorizing spare parts against strict taxonomic frameworks like UNSPSC to stabilize inventory control and reveal true procurement spend transparency. EAM/CMMS Optimization: Ensuring multi-million dollar software investments like Hexagon, SAP, and IBM Maximo deliver true ROI instead of being choked by inaccurate or incomplete data. Stop letting data gaps impact your operational reliability. Head to swainsmith.com to establish a risk-free baseline for your database integrity with a tailored EAM/CMMS Data Health Check.