Best Predictive Maintenance Software - Page 6

How Many Predictive Maintenance Software Products Does G2 Track?

Total Products under this Category: 154

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
  • 154+ 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)

Bib batteries

Bib batteries provides an electric vehicle battery state-of-health (SoH) report remotely, without any hardware, and almost instantly.

Who Is the Company Behind Bib batteries?

BMSLens

BMSLens is a Battery Structural Intelligence API that adds an explainable intelligence layer above existing BMS, gateway, and SCADA infrastructure without requiring hardware replacement. It provides early warning for degradation, thermal cell anomalies, and structural threats; false-alarm governance that filters transient noise; fleet-wide risk ranking; and windowed resistance stress validation under thermal load. BMSLens connects to existing data infrastructure through direct BMS feeds, RS485/Modbus RTU, CAN/CANBus, IoT gateways, SCADA/EMS/historians, cloud platforms, and CSV, JSON, or Parquet ingestion. Operators receive explainable alerts and maintenance priority codes.

Who Is the Company Behind BMSLens?

  • Seller: BMSLens
  • Year Founded: 2024
  • HQ Location: Riyadh, SA
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

ClearSpot.ai – Agentic Solar Operations Platform

ClearSpot.ai is an agentic solar operations platform that uses multiple specialized AI agents to monitor, inspect, and optimize solar assets end‑to‑end, instead of just showing dashboards. These agents continuously ingest SCADA, inverter, drone and sensor data, detect defects and under‑performance, prioritize work orders, and coordinate inspections and maintenance actions across entire portfolios. The platform combines edge processing on drones and gateways with secure cloud analytics, building a digital twin of each site so it can predict failures, recommend corrective actions, and benchmark performance portfolio‑wide. For IPPs, EPCs and O&M providers, this typically translates into higher energy yield, 20–30% lower O&M costs, faster inspections and a scalable, audit‑ready view of “fixable vs structural” losses across multi‑GW fleets

Who Is the Company Behind ClearSpot.ai – Agentic Solar Operations Platform?

DeltoriPro

Deltori is a conversational AI platform for PLC diagnostics, built for mills and manufacturers that cannot afford unplanned downtime. When a line goes down, the operator on the floor is rarely the person who wrote the program. Faults do not reset, the cause is not obvious, and the shift stalls waiting on someone who can read ladder logic. Deltori closes that gap. Operators and maintenance staff ask a question in plain language — "the faults aren't resetting on this equipment, what's keeping me from running?" — and Deltori reads the controller data directly, reasons over the program and current status, and answers in plain language. No tag lists, no ladder logic, no waiting. Deltori is not a monitoring screen and not a reporting tool. It is a conversational AI harness that sits against the controller and answers questions the way a senior controls specialist would, on any shift, at any hour. Key capabilities: - Plain-language PLC diagnostics — describe the symptom, get the probable cause - Direct controller data access — reads live program state and current status - Fault isolation down to the device level, including field sensors and I/O - Program analysis and reasoning across the full controller logic - Built for Allen-Bradley environments, with additional platforms in development - Patent-pending diagnostic technology Deltori is built by Romulus Industrial Innovation LLC, a controls design and system integration firm based in Fortuna, California, with deep operating history in sawmill, lumber, and wood products manufacturing. The product was developed on live production floors, not in a lab. Available in a free tier and enterprise tiers scaled by machine count. Deltori. Know before it breaks.

Who Is the Company Behind DeltoriPro?

DigitizeFM

DigitizeFM is all-in-one facility management software that streamlines maintenance workflows, asset tracking, and vendor coordination in a single easy to understand dashboard. Built for teams of any size, it automates routine tasks, centralizes data and delivers real-time insights so you can keep your buildings, equipment, and services running at highest efficiency. With mobile and web access, DigitizeFM empowers your staff to plan smarter and reduce operational downtime. Key Benefits: Automated Work Orders & Scheduling Real-Time Asset Monitoring & Reporting Vendor & Contract Management Mobile-First Field Service Empower your facilities to perform at their best—choose DigitizeFM for smart, seamless management that drives efficiency and growth.

Who Is the Company Behind DigitizeFM?

  • Seller: iPath Infotech
  • Year Founded: 2007
  • HQ Location: Ahmedabad, IN
  • Twitter: @ipath_infotech
    32 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    135 employees on LinkedIn®

Dynamox Platform

Dynamox Platform is a predictive maintenance and asset performance management solution designed to help industrial organizations improve reliability, reduce unplanned downtime, and optimize maintenance operations. The platform centralizes data collected from wireless IoT sensors, gateways, and connected systems, providing maintenance and reliability teams with a complete view of asset health across their operations. By continuously monitoring vibration, temperature, electrical, and operational parameters, the platform enables early fault detection and data-driven maintenance decision-making. Key capabilities include: • Periodic condition monitoring for rotating and critical assets • Advanced vibration and temperature analysis tools • AI-powered fault detection and diagnostics through DynaDetect • Automated alerts and predictive insights • Asset health dashboards and maintenance prioritization • Historical trend analysis and spectral analysis tools • Integration with CMMS, EAM, ERP, and industrial systems through APIs • Scalable deployment across industrial plants and distributed operations Dynamox Platform supports maintenance and reliability teams in industries such as manufacturing, mining, oil and gas, energy, agribusiness, and process industries. The solution helps organizations transition from reactive and time-based maintenance strategies to a predictive, condition-based approach that improves asset availability, operational safety, and maintenance efficiency. By combining industrial IoT technology, advanced analytics, and AI-assisted diagnostics in a single ecosystem, Dynamox enables companies to detect failures earlier, prioritize interventions more effectively, and extend the lifecycle of critical assets.

Who Is the Company Behind Dynamox Platform?

  • Seller: Dynamox
  • Year Founded: 2007
  • HQ Location: Florianópolis, BR
  • LinkedIn® Page: www.linkedin.com
    357 employees on LinkedIn®

ELT

Who Is the Company Behind ELT?

EZO CMMS

EZO offers a comprehensive solution for maintenance operations by shifting from reactive to proactive strategies with scheduled preventive maintenance. This solution optimizes equipment performance, reduces the risk of costly failures, and maximizes asset lifespan. By automating preventive tasks, EZO ensures maintenance at optimal intervals, minimizing unplanned downtime and helping teams avoid expensive repairs. With deep insights into asset conditions and maintenance history, organizations can make data-driven decisions to improve asset reliability and reduce operating costs. EZO’s platform delivers end-to-end asset management, from monitoring and scheduling to execution and reporting, empowering organizations to streamline their maintenance workflows and achieve sustainable operational success.

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate EZO CMMS?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind EZO CMMS?

  • Seller: EZO
  • Year Founded: 2011
  • HQ Location: Carson City, Nevada
  • Twitter: @EZOsolutions
    810 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    290 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of EZO CMMS?

FaciliWorks CMMS Software

Master your facility's maintenance with FaciliWorks CMMS software. FaciliWorks is web-based CMMS software, available in Essentials, Pro and Enterprise versions, any of which can be deployed as a hosted or on-prem solution. What sets us apart? FaciliWorks CMMS is standards compliant, offers multiple deployment options and is not module based, so we won't nickel and dime you like some of the other providers out there. Our licensing models are very flexible and everyone’s needs are unique, so please contact us today for your free demo and a quote! From managing assets and preventative and corrective maintenance to inventory, personnel, suppliers and more, FaciliWorks CMMS software helps your maintenance program run smoothly and efficiently. You can easily balance the workload among your staff with its interactive maintenance job calendar, automate the service request process, eliminating time-consuming phone calls and written requests with SMS and email notifications and Asset/PM label printing, you can effectively track every asset in your purview. The more information you feed into your CMMS software, the more accurately it helps streamline your operations. Our technology stack includes .NET 9 and REST API capability, making real-world data collection a reality for your organization. The bottom line is a more efficient workforce, longer asset life and a major reduction in costs across the board. We’ve been in business for over 35 years, so you can be certain that we’ll be here to make sure you get the most out of your investment. Available in onsite server, hosted and mobile environments. Essentials version: https://faciliworks.com/software/faciliworks-essentials-cmms-software/ Pro and Enterprise versions: https://faciliworks.com/software/faciliworks-pro-and-enterprise-cmms-software/ Full feature comparison list: https://faciliworks.com/wp-content/uploads/FaciliWorks_Feature_List.pdf Contact us today for your free, personalized web demo and free trial! 1-800-777-7020 sales@cybermetrics.com https://faciliworks.com

Who Is the Company Behind FaciliWorks CMMS Software?

Fieldman management software

User-friendly Asset & Work management platform built to manage fieldwork and all infrastructure assets. Contractors, local governments, and utilities rely on Fieldman's customizable portal and intuitive WebApp to install smart meters, perform leak inspections, schedule different jobs, and collect field data, setting a foundation for an efficient asset management strategy. Fieldman has been utilized by organizations such as Core&Main, AquaMeter, the City of Statesville, and others to efficiently dispatch work orders and collect field data throughout the USA. The Fieldman platform helps organizations extend the lifecycle of their vertical and horizontal assets by 30%, accumulating information about asset condition, maintenance, and repair schedules. Fieldman equips field technicians with an intuitive app that works on any device and operates offline. Founded in 2019 in Michigan, Fieldman's goal is to offer a user-friendly and low-friction technology solution that any user, regardless of age or technology experience, can use. For more information, please visit fieldman.co

Average Rating: 5.0/5.0

Total Reviews: 1

How Do G2 Users Rate Fieldman management software?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.0/10)

Who Is the Company Behind Fieldman management software?

  • Seller: Fieldman
  • Year Founded: 2019
  • HQ Location: Sawyer, US
  • LinkedIn® Page: www.linkedin.com
    11 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Fieldman management software?

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