Practical guides on biomedical and clinical equipment normalisation, GMDN classification, CMMS migrations, and HTM compliance — written by practitioners, for practitioners.
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Practical articles on biomedical equipment normalisation, GMDN, Nuvolo, and CMMS migrations — no spam.
Healthcare asset registers are among the most challenging datasets to normalise. Equipment descriptions mix clinical terminology with engineering shorthand, manufacturer names appear in dozens of variants, and location fields often reflect ward names that changed years ago. This guide covers the full normalisation workflow for biomedical and facilities teams.
Nuvolo's import process is more forgiving than most CMMS platforms, but it still requires clean, structured data to succeed. This guide covers the full preparation workflow — from field mapping to GMDN classification — and the common errors that cause Nuvolo imports to fail.
The Global Medical Device Nomenclature (GMDN) system provides a universal vocabulary for medical equipment — the healthcare equivalent of a DCIM device type library. This guide explains what GMDN codes are, how they are assigned, and why they matter for CMMS import, compliance reporting, and benchmarking.
Healthcare asset quality scoring is more complex than DC or mining scoring because clinical criticality changes the stakes. A ventilator with a missing serial number is a higher-priority gap than a desk fan with the same issue. This post explains how Struktive's healthcare scoring model works and what the scores mean for CMMS import readiness.
CMMS migrations in healthcare are high-stakes projects. Equipment records carry compliance history — maintenance logs, inspection records, recall responses — that cannot be lost in the transition. This guide covers the full migration workflow, from data extraction to post-migration validation.
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