Best Predictive Maintenance Software - Page 9

How Many Predictive Maintenance Software Products Does G2 Track?

Total Products under this Category: 194

Category Stats (Oct 2026)

  • Average Rating: 4.38/5 The average rating of products in this category, based on all submitted ratings
  • Top Trending Product: Powerfleet (+1.17%) - Among all products in this category, Powerfleet recorded the largest rating increase compared to last month

Last updated: October 26, 2026

How Does G2 Rank Predictive Maintenance Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 4,200+ Authentic Reviews
  • 194+ 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: SAP Asset Performance Management, Limble, Cryotos, Fiix CMMS, Fracttal One, GE Vernova APM, eMaint, and Nokia Warp 6.

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

AI can help you find the answers. G2 helps you trust them.

Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.

How it works

OpenGov Enterprise Asset Management

Cities, counties, universities, school districts, and utilities use Cartegraph Asset Management to manage the operations and maintenance of their critical infrastructure assets. Available on desktop and mobile, teams use Cartegraph Asset Management to: - Optimize the performance of their pavement, water utilities, parks, facilities, and other infrastructure assets - Operate and maintain every infrastructure asset: indoors, outdoors, above and below ground - Create tasks and manage work orders for maintenance, inspections, storm cleanup, disaster response, and more - Capture resource usage, including labor hours, equipment, and materials - Manage requests from constituents, colleagues, and crew members - Monitor performance and KPIs with live dashboards and powerful reports - Run scenarios to build data-driven budgets, capital plans, and more - Automate workflows and reminders - Integrate with GIS, 311, fuel systems, and more - Reduce operating costs through smarter, data-driven decisions Use Cartegraph to manage every infrastructure asset, including pavement, signs, signalized intersections, guardrails, light fixtures, pavement markings, bridges, ADA ramps, sidewalks, trees, parks, playgrounds, facilities, HVAC equipment, roofing systems, electrical generators, indoor lighting, plumbing fixtures, treatment plants, backflows, hydrants, water mains, laterals, valves, meters, pumps, manholes, culverts, storm inlets, outlets, pipes, pumps, fleet, and more. Asset Management. Work Management. Resource Management. Request Management. Property Portfolio Management. Capital Improvement Planning. Budgeting Tools. Drive high-performance operations with Cartegraph.

Average Rating: 4.4/5.0

Total Reviews: 21

How Do G2 Users Rate OpenGov Enterprise Asset Management?

  • Has the product been a good partner in doing business?: 8.1/10 (Category avg: 9.1/10)

Who Is the Company Behind OpenGov Enterprise Asset Management?

  • Seller: OpenGov
  • Year Founded: 2012
  • HQ Location: San Jose, US
  • Twitter: @OpenGovInc
    4,451 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1,026 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Government Administration
  • Company Size: 57% Medium, 29% Small

What Do G2 Reviewers Say About OpenGov Enterprise Asset Management?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the effective data management of OpenGov Enterprise Asset Management, enhancing their ability to manage work and infrastructure.
  • Users commend the effective inventory management features of OpenGov Enterprise Asset Management for optimizing work and infrastructure.
  • Users find OpenGov Enterprise Asset Management to be a great solution for managing work and infrastructure effectively.
  • Users appreciate the workflow efficiency of OpenGov Enterprise Asset Management for effective management of work and infrastructure.
  • Users value the efficient management of work and infrastructure provided by OpenGov Enterprise Asset Management.
Cons
  • Users express frustration with asset management issues, citing lack of support and integration problems causing significant setbacks.
  • Users face significant data management issues with OpenGov, including data loss and poor integration with existing systems.
  • Users face significant implementation challenges with OpenGov, resulting in wasted resources and ongoing integration problems.
  • Users report significant integration issues with GIS, leading to data loss and frustration during implementation.
  • Users experience significant integration problems with OpenGov, leading to data loss and ongoing unresolved issues.

What Are Recent G2 Reviews of OpenGov Enterprise Asset Management?

Optruss

Optruss is predictive maintenance and CMMS software for companies that can't afford machines to break. Most maintenance software tells you a machine has already gone out of range. By then you're fixing a failure. Optruss listens to the sound and vibration of your rotating equipment — pumps, motors, compressors, fans, turbines and press lines — and picks up the small changes that come long before a breakdown. You get a warning with days or weeks of notice, and a clear explanation of what is wearing out and why. When Optruss finds a problem, it doesn't just send an alert. It creates the maintenance work order in your existing system, so the job gets scheduled instead of sitting in an inbox. Optruss runs on your own servers, inside your own network. Your production data never leaves your site. Founded in 2026. Based in Riyadh, Saudi Arabia.

Who Is the Company Behind Optruss?

OPUS

Internet-based insurance agent administration system for policy underwriting.

Average Rating: 4.4/5.0

Total Reviews: 12

How Do G2 Users Rate OPUS?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)

Who Is the Company Behind OPUS?

Who Uses This Product?

  • Company Size: 54% Large, 31% Medium

What Are Recent G2 Reviews of OPUS?

What Are G2 Users Discussing About OPUS?

OverShield

OverShield is a cutting-edge software and service designed to safeguard your refrigeration systems. Powered by Artificial Intelligence and machine learning, OverShield analyzes data from strategically placed sensors on critical refrigeration components. It identifies anomalies in real time, alerting your on-call staff before issues escalate into threats to chamber temperature. When an anomaly is detected, our refrigeration experts investigate the cause, enabling proactive repairs to be scheduled during normal business hours. We believe protecting life-saving products is too important to leave to chance. With predictive technology, companies operating high-value refrigeration systems can prevent failures before they occur, ensuring peace of mind and product safety

Who Is the Company Behind OverShield?

Peloton Well Reliability

Who Is the Company Behind Peloton Well Reliability?

  • Seller: Peloton
  • Year Founded: 1991
  • HQ Location: Calgary, CA
  • Twitter: @onepeloton
    223,471 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    234 employees on LinkedIn®

Praemo

Who Is the Company Behind Praemo?

  • Seller: Praemo
  • Year Founded: 2017
  • HQ Location: Kitchener, CA
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

PredCo

PredCo is an AI infrastructure platform for manufacturing enterprises and OEMs, centralizing data across plant systems and deploying AI in compliance, operations, and supply chain functions. It integrates with existing infrastructure like SCADA systems, ERP software, CMMS, historians, and document stores without requiring migration. The platform includes computer vision for real-time data processing, manufacturing-specific language models, contextual reasoning engines, geo-tagging, edge analytics, workflow automation, and diagram parsing. PredCo normalizes signals and resolves entities into single records within a unified data core, enabling solution configurations to reuse the centralized data layer. PredCo supports on-premise, air-gapped, private cloud, and sovereign hosting deployments.

Who Is the Company Behind PredCo?

  • Seller: PredCo
  • Year Founded: 2023
  • HQ Location: Hauz Khas, IN
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

Predictive Maintenance

aiomatic provides an AI-driven predictive maintenance platform that helps manufacturers detect machine faults weeks before they lead to failures. By analyzing existing machine and process data, the software identifies anomalies, predicts potential damage such as bearing or motor issues, and supports maintenance teams with clear, actionable insights. This enables companies to reduce unplanned downtime, optimize maintenance cycles, and lower overall costs without the need for complex IT projects or extensive retrofitting.

Who Is the Company Behind Predictive Maintenance?

  • Seller: aiomatic
  • Year Founded: 2020
  • HQ Location: Hamburg, DE
  • LinkedIn® Page: www.linkedin.com
    29 employees on LinkedIn®

predictive-sigma

predictive-sigma is a technological platform based on Industrial IoT, Cloud computing, Artificial Intelligence and Big Data. It uses these technologies for the predictive maintenance of industrial assets through the monitoring and analysis of electrical parameters. In addition, it includes all the electrical behaviour of each of the assets connected to the platform.

Who Is the Company Behind predictive-sigma?

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