Best Predictive Maintenance Software - Page 12

How Many Predictive Maintenance Software Products Does G2 Track?

Total Products under this Category: 177

Category Stats (Sep 2026)

  • Average Rating: 4.38/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: AssetWatch (+0.23%) - Among all products in this category, AssetWatch recorded the largest rating increase compared to last month

Last updated: September 01, 2026

How Does G2 Rank Predictive Maintenance Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 4,000+ Authentic Reviews
  • 177+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

G2 Grid® for Predictive Maintenance Software

G2 Grid® for Predictive Maintenance Software plotting products by satisfaction and market presence

Highlighted products: Limble, SAP Asset Performance Management, Cryotos, Fiix CMMS, Fracttal One, eMaint, GE Vernova APM, and Nokia Warp 6.

Underlying data: [Grid® JSON](https://www.g2.com/categories/predictive-maintenance/grids.json?focus%5B%5D=limble&focus%5B%5D=sap-asset-performance-management&focus%5B%5D=cryotos&focus%5B%5D=fiix-cmms&focus%5B%5D=fracttal-one&focus%5B%5D=emaint&focus%5B%5D=ge-vernova-apm&focus%5B%5D=nokia-warp-6)

Utpatti

Who Is the Company Behind Utpatti?

  • Seller: Utpatti
  • Year Founded: 2022
  • HQ Location: Berlin, DE
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

Vexron

Vexron is a predictive maintenance platform that combines IoT telemetry with deep learning to monitor industrial equipment health. The software creates real-time digital twins of factory floors and maps assets with dynamic health indicators. Using LSTM and Isolation Forest algorithms, it forecasts Remaining Useful Life and detects anomalies before failures occur. The platform includes an AI Copilot that draws on OEM manuals to provide explainable predictions. Automated workflows prioritize work orders based on estimated financial impact. Vexron auto-triages anomalies, sends alerts to supervisors, and tracks equipment effectiveness metrics. Energy optimization features identify inefficiencies and idle equipment to reduce consumption. Compliance modules maintain secure, ISO-compliant activity logs with role-based access controls. The software integrates with existing SCADA systems and PLCs to enhance current infrastructure.

Who Is the Company Behind Vexron?

vMaint

Who Is the Company Behind vMaint?

  • Seller: Vegam
  • Year Founded: 2000
  • HQ Location: Lewes, US
  • LinkedIn® Page: www.linkedin.com
    182 employees on LinkedIn®

WearVue

Who Is the Company Behind WearVue?

  • Seller: WearVue
  • Year Founded: 2024
  • HQ Location: Perth, AU
  • LinkedIn® Page: www.linkedin.com
    2 employees on LinkedIn®

WeEdge

Who Is the Company Behind WeEdge?

  • Seller: WindESCo
  • Year Founded: 2026
  • HQ Location: Raleigh, US
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

WellCore Solutions

WellCore Solutions is a white-label fitness coaching platform for personal trainers and online coaches. Trainers get client management, a workout program builder, digital PAR-Q, fitness assessments, and branded PDF reports — all under their own brand. Includes a Live Workout Link clients open without installing an app. Available in English and Arabic.

Who Is the Company Behind WellCore Solutions?

WorkAlign IIoT

Who Is the Company Behind WorkAlign IIoT?

  • Seller: VIZIYA
  • HQ Location: Raleigh, North Carolina, United States
  • Twitter: @VIZIYACorp
    279 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,139 employees on LinkedIn®

WorkCell

From quote to shipment in one system. WorkCell connects CRM, quoting, scheduling, inventory, shop floor, quality, and shipping in real time, with unlimited users on every plan. Built for job shops, contract manufacturers, and make-to-order operations running 10-200 people. Go live in 2-4 weeks, not months.

Who Is the Company Behind WorkCell?

xynLOG

Who Is the Company Behind xynLOG?

  • Seller: xyndata
  • Year Founded: 2016
  • HQ Location: Prague, CZ
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

YAFEX

YAFEX is an AI maintenance copilot built for manufacturing plants. When a machine breaks down, technicians describe the fault in plain English and YAFEX diagnoses the probable cause in under 4 minutes — using a three stage AI engine that scans work order history, searches uploaded manuals, and reasons through unusual failure modes.

Who Is the Company Behind YAFEX?

Nathan Calabrese
NC
Researched and written by Nathan Calabrese
Updated October 3, 2024