# Top tools for predictive maintenance in asset management?

<p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">Hi G2 fam, </p><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">I’m helping a few reliability and engineering teams explore predictive maintenance instead of reacting to failures after the fact. I reviewed G2 data in the<a class="a a--md" elv="true" href="https://www.g2.com/categories/enterprise-asset-management-eam"> </a><a class="a a--md" elv="true" href="https://www.g2.com/categories/enterprise-asset-management-eam"><strong>Enterprise Asset Management (EAM)</strong></a> category to identify platforms most often used for predictive and condition-based maintenance strategies. Sharing this list here and hoping to hear what’s actually delivering value. Here are the top tools:</p><ol>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/ibm-maximo-application-suite/reviews"><strong>IBM Maximo Application Suite</strong></a> — Best for predictive maintenance at scale using advanced analytics and asset data.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/maintainx/reviews"><strong>MaintainX</strong></a> — Best for transitioning from reactive to predictive maintenance with modern tooling.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/sap-s-4hana-cloud/reviews"><strong>SAP S/4HANA Cloud</strong></a> — Best for predictive maintenance tied into enterprise planning and operations.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/fiix-cmms/reviews"><strong>Fiix CMMS</strong></a> — Best for condition-based maintenance without heavy data science overhead.</li>
<li>
<a class="a a--md" elv="true" href="https://www.g2.com/products/upkeep/reviews"><strong>UpKeep</strong></a> — Best for early predictive maintenance efforts in smaller or growing teams.</li>
</ol><p class="elv-tracking-normal elv-text-default elv-font-figtree elv-text-base elv-leading-base elv-font-normal" elv="true">Anyone using these for predictive maintenance today? What’s been your experience moving away from reactive work?</p>

##### Post Metadata
- Posted at: 5 months ago
- Author title: SaaS and Software Research
- Net upvotes: 1


## Comments
### Comment 1

&lt;p&gt;What held you back most from predictive maintenance — data quality, sensors, tooling, or change management?&lt;/p&gt;

##### Comment Metadata
- Posted at: 5 months ago
- Author title: SaaS and Software Research





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