MRO data cleansing SwainSmith offers cutting-edge MRO data cleansing services that transform messy MRO records into structured, reliable data foundations, creating a clear upsell path to asset-intensive firms seeking data quality improvements.

EAM ROI optimization Position the AssetAI engine as a means to maximize ROI from existing EAM/CMMS investments (Hexagon, SAP, IBM Maximo) by ensuring accurate, complete data drives better maintenance planning and procurement visibility.

ISO and UNSPSC readiness Leverage ISO 14224 aligned equipment profiles and standardized UNSPSC classifications to appeal to clients aiming for standardized master data, improved inventory control, and cost transparency across maintenance operations.

Tailored health checks Offer risk-free data health baselines and tailored EAM/CMMS data health checks as an entry point to larger engagements, lowering onboarding friction and creating measurable initial value.

Growth through asset-heavy sectors Target asset-intensive industries and organizations with evolving data quality needs, presenting SwainSmith as a specialized partner capable of turning fragmented data into reliable master data for reliability and uptime improvements.