Best Predictive Maintenance Software - Page 2

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)

Oracle IoT Service Monitoring for Connected Assets Cloud

Oracle Service Monitoring for Connected Assets Cloud Service allows for this increased visibility, self-help capabilities, automatic engagement as well as preventative and predictive maintenance.

Average Rating: 4.4/5.0

Total Reviews: 11

How Do G2 Users Rate Oracle IoT Service Monitoring for Connected Assets Cloud?

  • Has the product been a good partner in doing business?: 9.0/10 (Category avg: 9.1/10)
  • Source Identification: 9.3/10 (Category avg: 8.0/10)
  • Failure Detection: 9.3/10 (Category avg: 8.1/10)
  • Root Cause: 8.1/10 (Category avg: 8.2/10)

Who Is the Company Behind Oracle IoT Service Monitoring for Connected Assets Cloud?

  • Seller: Oracle
  • Year Founded: 1977
  • HQ Location: Austin, TX
  • Twitter: @Oracle
    827,997 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    207,576 employees on LinkedIn®
  • Ownership: NYSE:ORCL

Who Uses This Product?

  • Company Size: 36% Small, 36% Large

What Are Recent G2 Reviews of Oracle IoT Service Monitoring for Connected Assets Cloud?

What Are G2 Users Discussing About Oracle IoT Service Monitoring for Connected Assets Cloud?

Timly

Timly is a cloud-based asset tracking and maintenance solution designed to help businesses efficiently monitor and manage their inventory processes. This platform caters to a wide range of industries, enabling users to optimize their asset management strategies while ensuring the availability and safety of their equipment and materials. The target audience for Timly includes businesses in sectors such as manufacturing, construction, logistics, and healthcare, where precise asset tracking is crucial. By utilizing Timly, organizations can prevent material losses, reduce the time spent searching for equipment, and ensure that devices and machinery are operational when needed. This is particularly beneficial for teams that rely on a variety of tools and equipment to maintain productivity and meet project deadlines. One of the standout features of Timly is its ability to centralize critical inventory data in the cloud, providing users with a comprehensive 360° view of their assets. Each item is assigned a unique QR code, which links the physical asset to its digital profile. This integration simplifies the tracking process, allowing users to quickly access information about each asset's location, condition, and maintenance history. The platform also supports quality control measures, helping businesses adhere to regulatory and safety standards while maintaining operational efficiency. Timly's user-friendly interface and robust functionality make it an effective solution for organizations looking to streamline their asset management processes. By leveraging the power of cloud technology, Timly ensures that users can access their inventory data from anywhere, facilitating real-time updates and collaboration among team members. This flexibility is essential for businesses that operate across multiple locations or require remote access to their asset information. Overall, Timly stands out in the asset tracking category by offering a comprehensive suite of tools that enhance visibility, accountability, and efficiency in inventory management. Its focus on preventing material losses and ensuring the availability of critical assets positions it as a valuable resource for businesses seeking to improve their operational workflows and maintain a competitive edge in their respective industries.

Average Rating: 4.9/5.0

Total Reviews: 77

How Do G2 Users Rate Timly?

  • Has the product been a good partner in doing business?: 9.3/10 (Category avg: 9.1/10)
  • Source Identification: 6.1/10 (Category avg: 8.0/10)
  • Failure Detection: 5.0/10 (Category avg: 8.1/10)
  • Root Cause: 3.9/10 (Category avg: 8.2/10)

Who Is the Company Behind Timly?

Who Uses This Product?

  • Top Industries: Construction, Hospital & Health Care
  • Company Size: 65% Medium, 32% Small

What Do G2 Reviewers Say About Timly?

AI-generated summary from verified user reviews

Pros
  • Users value Timly's efficient alerts that provide excellent visibility and prompt team responsiveness to inquiries.
  • Users value Timly's effective communication, noting the quick responses from support teams as a major advantage.
  • Users value the quick response times of Timly's customer support, enhancing their overall satisfaction with the product.
  • Users appreciate the ease of use of Timly, enabling efficient management and quick support for their needs.
  • Users commend Timly's efficiency, highlighting its visibility and prompt team support as major advantages.
Cons
  • Users suggest enhancing the design of the software to improve usability and overall user experience.
  • Users suggest enhancing the design of the software to improve overall usability and user experience.

What Are Recent G2 Reviews of Timly?

Click Maint CMMS

Click Maint CMMS is a Computerized Maintenance Management System (CMMS) solution designed to help users streamline their maintenance operations. This software is tailored for organizations aiming to enhance their maintenance management processes, ensuring that both technical and non-technical users can easily navigate and utilize its features. With an intuitive design and user-friendly interface, Click Maint serves as an accessible choice for businesses of all sizes, facilitating a smooth transition from traditional maintenance practices to a more efficient digital solution that is easy to use, quick to implement, and budget-friendly. The target audience for Click Maint CMMS encompasses maintenance managers, facility managers, and operations teams across a diverse range of industries, including manufacturing, healthcare, hospitality, non-profits, education, senior care facilities, religious institutions, and property management. These users are in search of a reliable tool that simplifies the complexities of maintenance scheduling, work order management, and asset tracking. Click Maint is particularly advantageous for organizations that prioritize a swift implementation process, allowing them to experience the benefits of the software almost immediately. This rapid deployment is crucial for businesses aiming to enhance their operational efficiency while minimizing downtime. Key features of Click Maint CMMS include service requests, work order management, preventive maintenance scheduling, inspections, asset tracking, parts management, and labor and cost tracking. The software enables users to create, assign, and monitor work orders seamlessly, ensuring that maintenance tasks are completed on schedule and within budget. The asset tracking feature empowers organizations to oversee the performance and lifecycle of their equipment, thereby reducing downtime and prolonging asset longevity. Additionally, preventive maintenance scheduling enhances operational efficiency by allowing users to establish routine maintenance tasks, significantly lowering the risk of unexpected equipment failures. Click Maint CMMS sets itself apart in the market through its commitment to affordability and exceptional customer support. The pricing structure is designed to accommodate businesses with varying budgets, ensuring that high-quality maintenance management remains accessible to all. Furthermore, the dedicated customer support team plays a pivotal role in the Click Maint experience, providing assistance from the initial setup phase through ongoing usage. This level of support ensures that users can fully leverage the software's capabilities and achieve a prompt return on investment. In a competitive landscape, Click Maint CMMS stands out as a practical choice for organizations seeking an efficient and cost-effective maintenance management solution. Its user-centric design, rapid implementation process, and robust customer support make it an ideal option for those looking to elevate their maintenance operations without the complexities often associated with traditional systems.

Average Rating: 4.6/5.0

Total Reviews: 96

How Do G2 Users Rate Click Maint CMMS?

  • Has the product been a good partner in doing business?: 9.8/10 (Category avg: 9.1/10)

Who Is the Company Behind Click Maint CMMS?

  • Seller: Click Maint Inc.
  • Company Website:
  • Year Founded: 2023
  • HQ Location: Headingley, CA
  • Twitter: @clickmaint
    32 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    18 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Facilities Manager
  • Top Industries: Manufacturing, Food Production
  • Company Size: 48% Small, 47% Medium

What Do G2 Reviewers Say About Click Maint CMMS?

AI-generated summary from verified user reviews

Pros
  • Users find Click Maint CMMS to be very easy to navigate, enhancing the efficiency of submitting work requests.
  • Users find the ease of use of Click Maint CMMS greatly enhances their maintenance tracking experience.
  • Users praise the responsive customer support of Click Maint CMMS, noting prompt assistance and effective problem resolution.
  • Users appreciate the ease of implementation of Click Maint CMMS, facilitating quick setup and usability across sites.
  • Users appreciate the intuitive design of Click Maint CMMS, enabling seamless access and ease of use in the field.
Cons
  • Users note a lack of features in Click Maint CMMS, particularly missing dedicated document space and essential tools.
  • Users find the limited features of Click Maint CMMS restrict their ability to customize and enhance their experience.
  • Users report experiencing glitches and slow performance with Click Maint CMMS, often requiring app restarts.
  • Users express frustration with limitations in asset management, such as inability to edit and classify assets effectively.
  • Users face asset management issues with limitations on editing, classification, and a non-interactive KPI dashboard.

What Are Recent G2 Reviews of Click Maint CMMS?

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SAP Predictive Asset Insights

SAP Predictive Asset Insights is a cloud-based solution designed to enhance asset management by integrating Internet of Things sensor data with advanced analytics and machine learning. This integration enables organizations to monitor equipment health in real-time, predict potential failures, and implement proactive maintenance strategies, thereby reducing unplanned downtime and optimizing asset performance. Key Features and Functionality: - Comprehensive Asset Visibility: Provides a holistic view of assets by consolidating master, transactional, performance, and IoT sensor data into a single predictive tool, enhancing visibility and management capabilities. - Intuitive Machine Learning: Utilizes scalable machine learning algorithms to detect anomalies and predict equipment failures without requiring data scientist intervention, streamlining the predictive maintenance process. - Advanced Analytics: Offers in-depth insights into failure modes and leading indicators through specialized analytical capabilities, supporting informed maintenance decisions. - Digital Twin Simulations: Employs digital twin technology to simulate and analyze asset behavior over time, facilitating virtual assessments and proactive maintenance planning. - Risk Estimation and Evaluation: Assesses and estimates risks to select appropriate reliability methodologies, enhancing team productivity and maintenance effectiveness. - AI-Based Predictive Maintenance: Determines equipment failure curves and estimates remaining useful life using AI, enabling timely interventions and resource optimization. Primary Value and Problem Solved: SAP Predictive Asset Insights addresses the critical need for organizations to improve equipment reliability, performance, and safety while controlling costs. By leveraging real-time sensor data and advanced analytics, PAI enables predictive maintenance, reducing unplanned downtime and maintenance expenses. This proactive approach not only enhances asset availability but also extends equipment lifespan, ensuring optimal operational efficiency and a higher return on investment.

Average Rating: 4.2/5.0

Total Reviews: 35

How Do G2 Users Rate SAP Predictive Asset Insights?

  • Has the product been a good partner in doing business?: 8.3/10 (Category avg: 9.1/10)
  • Source Identification: 8.3/10 (Category avg: 8.0/10)
  • Failure Detection: 8.1/10 (Category avg: 8.1/10)
  • Root Cause: 7.4/10 (Category avg: 8.2/10)

Who Is the Company Behind SAP Predictive Asset Insights?

  • Seller: SAP
  • Year Founded: 1972
  • HQ Location: Walldorf
  • Twitter: @SAP
    297,052 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    149,349 employees on LinkedIn®
  • Ownership: NYSE:SAP

Who Uses This Product?

  • Top Industries: Information Technology and Services
  • Company Size: 43% Large, 30% Medium

What Are Recent G2 Reviews of SAP Predictive Asset Insights?

Spartakus APM

Designed specifically for industrial and frontline teams by reliability experts, Spartakus APM helps you manage asset performance through : - Asset condition reports, - Digital preventive & predictive maintenance and lubrication rounds, - Live monitoring, and much more. To date, we support thousands of plants in the USA and Canada, including Arcelor Mittal, Cascades, Ingredion, Kruger, Agnico Eagle, Nordic Kraft, Glencore, Tacora Resources, White Birch Paper, CEZinc... IN 3 WORDS : 1. Centralize Streamline all PM & PdM tasks in one tool, integrating maintenance strategies, rounds, reporting and more. 2. Plan & Execute Easily plan, schedule & execute your routes offline. Optimize PM with failure modes, objective tasks and more. 3. Analyze Monitor your plant assets health and operational risk. Prioritize corrective actions with clear route results and alerts. OUR STRONG POINTS a. In-house Developers Developed and maintained by an internal team to support you with continuous improvements. b. Fast Implementation Bring value from day one. Our engineering team makes sure you can implement within weeks. c. Easy Integration IIOT : connected natively with your CMMS and many third-party systems. d. User-Friendly On-site training and dedicated customer support. THE RELIABILITY BRIDGE Spartakus is not a CMMS, it is the bridge between the asset health, maintenance strategies, work management and defect elimination processes at your plant. CONNECT AND MONITOR WHAT MATTERS - Vibration Routes - Lubrication Rounds - Oil Analysis - Thermography - Inspection Rounds - Ultrasonic - Calibration Diagnostic - Electrical Tests ELIMINATE WORK SILOS Predictive Maintenance (PdM) and Preventive Maintenance (PM) activities must pull together to gain efficiency, troubleshoot issues and prioritize the right corrective action. Spartakus offers accelerated reporting tools and simplified route management to remove paper. INTERACTIVE DASHBOARDS Proactively monitor your assets’ performance with improved diagnostics through automatically generated insights, granting you the knowledge necessary to make proactive maintenance decisions. Spartakus provides live updates on overall plant health, identifies bad actors, and assesses operational risk. COMMUNICATE FASTER AND AVOID DOUBLE ENTRIES With our open API and our team of experts, we are able to integrate your different work tools. PM OPTIMIZATION DIRECTLY IN SPARTAKUS APM Accelerate your maintenance plan optimization with a proven PMO tool integrated into Spartakus. This feature is a must if you are looking to improve your asset strategy, saving time, and enhance the relevance of your maintenance tasks for better, more efficient reliability.

Average Rating: 4.8/5.0

Total Reviews: 19

How Do G2 Users Rate Spartakus APM?

  • Has the product been a good partner in doing business?: 9.5/10 (Category avg: 9.1/10)
  • Source Identification: 8.8/10 (Category avg: 8.0/10)
  • Failure Detection: 9.1/10 (Category avg: 8.1/10)
  • Root Cause: 8.5/10 (Category avg: 8.2/10)

Who Is the Company Behind Spartakus APM?

Who Uses This Product?

  • Top Industries: Consulting
  • Company Size: 95% Medium, 5% Small

What Do G2 Reviewers Say About Spartakus APM?

AI-generated summary from verified user reviews

Pros
  • Users appreciate the ease of use of Spartakus APM, facilitating seamless integration and maintenance management.
  • Users value the intuitive visual tools and efficiency of Spartakus APM for effective asset management and maintenance.
  • Users value the user-friendly interface of Spartakus APM for effectively tracking equipment health and preventive maintenance.
  • Users value the easy-to-use task management feature of Spartakus APM, enhancing maintenance planning and equipment integration.
  • Users commend the effective communication from Spartakus APM’s customer success team, enhancing collaboration and support.
Cons
  • Users report that the mobile app has performance issues, lacking the smooth experience found in the web version.
  • Users find integration issues with Spartakus APM, complicating connectivity to other systems and increasing workload.
  • Users report poor mobile functionality, noting the app lacks smooth performance compared to the web version.
  • Users find the compatibility issues with CMMS programs frustrating, leading to increased manual work and inefficiency.
  • Users find the linking with SAP complex, making setup more challenging and time-consuming than expected.

What Are Recent G2 Reviews of Spartakus APM?

AI Reasoning Agents

UptimeAI’s reasoning agents unlock operational potential by eliminating decision latency and scaling institutional expertise. By connecting cross-functional data and applying goal-oriented reasoning, the system delivers optimal decisions that tackle the most expert intensive problems in organizations to improve reliability, efficiency, and protect margins across your entire enterprise. Transforming the complex decision-making processes that need to happen in operations, and which used to typically take months or years, into minutes or hours is no trivial task. Here's how we do it: 1. It starts with your existing data infrastructure and toolsets. UptimeAI doesn't attempt to change anything here, but rather works within and integrates into your existing technology portfolio. 2. We build an outcome-oriented knowledge graph, that is really the starting point for how the agents work. This knowledge graph connects all of your existing information and institutional knowledge together in a way that accurately captures how it all relates to one another. 3. On top of the knowledge graph we build in domain skills. Making high risk, high reward decisions in operations can't be done without the right expertise. It's answering questions like, "what does this failure mode mean in the context of how my plant is currently operating?" These are the skills that an expert brings to the table. 4. The reasoning agents serve as the orchestration layer, connecting the right combination of skills and the right sets of data to solve the specific problem they’ve been designed to do with expert-level capability. The agent makes the optimal decision, then brings that to the operator or the engineer, with the full traceability and explainability of how it got to that conclusion, so all the person needs to do is act.

Average Rating: 4.5/5.0

Total Reviews: 10

How Do G2 Users Rate AI Reasoning Agents?

  • Has the product been a good partner in doing business?: 8.9/10 (Category avg: 9.1/10)
  • Source Identification: 8.3/10 (Category avg: 8.0/10)
  • Failure Detection: 8.6/10 (Category avg: 8.1/10)
  • Root Cause: 9.0/10 (Category avg: 8.2/10)

Who Is the Company Behind AI Reasoning Agents?

  • Seller: UptimeAI
  • Year Founded: 2019
  • HQ Location: San Francisco, US
  • Twitter: @UptimeAI
    93 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    117 employees on LinkedIn®
  • Phone: info@uptimeai.com

Who Uses This Product?

  • Company Size: 70% Small, 30% Medium

What Do G2 Reviewers Say About AI Reasoning Agents?

AI-generated summary from verified user reviews

Pros
  • Users value the efficiency of AI Reasoning Agents in interpreting data and identifying equipment issues quickly.
  • Users appreciate the accessibility of AI Reasoning Agents, finding it easy to navigate for all skill levels.
  • Users value AI Reasoning Agents for its efficient data interpretation, turning complex machinery data into actionable insights.
  • Users appreciate the ease of use of AI Reasoning Agents, benefiting from its user-friendly interface and streamlined workflow.
  • Users appreciate the ease of navigation and relevant, well-structured content provided by AI Reasoning Agents for efficiency.
Cons
  • Users find the limited customization options of AI Reasoning Agents can hinder their overall experience and effectiveness.
  • Users find the difficult learning curve for some features in AI Reasoning Agents to be a frustrating drawback.
  • Users note the high pricing of AI Reasoning Agents compared to competitors, which can be a drawback.
  • Users find the lack of editing features frustrating, as it hinders detailed guidance and prolongs the repair process.

What Are Recent G2 Reviews of AI Reasoning Agents?

Edge Analytics

Industrial Analytics IA GmbH offers a comprehensive, all-in-one solution that seamlessly integrates sensors with advanced analytics to optimize industrial processes and monitor rotating equipment such as compressors, turbines, and pumps. By digitalizing industrial plants within weeks, the company enhances operational efficiency and sustainability. Key Features and Functionality: - Performance Optimization: Identifies opportunities to increase plant efficiency and productivity. - Prescriptive Maintenance: Improves maintenance cycles based on equipment condition, reducing spare parts costs and extending equipment lifespan. - Energy Management: Enables data-driven actions to reduce energy consumption and improve efficiency through performance monitoring. - AI Services: Enhances asset efficiency with AI-driven analytics and insights. - Thermodynamic and Rotordynamic Process Models: Utilizes measured process data and gas properties for equipment monitoring and insights. - Onboarding Process: Includes equipment data analysis, data modeling, AI training, and integration into existing IT infrastructure. Primary Value and User Solutions: Industrial Analytics IA GmbH addresses the critical need for efficient and sustainable industrial operations by providing a holistic solution that spans from sensor deployment to advanced analytics. Their services enable real-time monitoring and analysis of industrial equipment, facilitating predictive maintenance, optimizing performance, and reducing energy consumption. This approach not only minimizes downtime and maintenance costs but also extends the lifespan of equipment, leading to significant operational improvements and cost savings for their clients.

Average Rating: 4.2/5.0

Total Reviews: 14

How Do G2 Users Rate Edge Analytics?

  • Has the product been a good partner in doing business?: 6.7/10 (Category avg: 9.1/10)
  • Source Identification: 8.3/10 (Category avg: 8.0/10)
  • Failure Detection: 8.0/10 (Category avg: 8.1/10)
  • Root Cause: 8.3/10 (Category avg: 8.2/10)

Who Is the Company Behind Edge Analytics?

Who Uses This Product?

  • Company Size: 43% Small, 36% Medium

What Do G2 Reviewers Say About Edge Analytics?

AI-generated summary from verified user reviews

Pros
  • Users value the real-time monitoring of Edge Analytics, enhancing decision-making with immediate data insights at the source.
  • Users find the simple and friendly user interface of Edge Analytics enhances their data processing and decision-making.
  • Users value the real-time data processing feature of Edge Analytics, enhancing decision-making convenience effectively.
  • Users find that Edge Analytics significantly enhances their decision-making thanks to its real-time data processing capabilities.
  • Users benefit from cost-effective data management by reducing cloud dependence and saving bandwidth with Edge Analytics.
Cons
  • Users find implementation challenges due to high setup costs and the need for specialized hardware and software.
  • Users face challenges with incomplete data set requirements, risking the accuracy of their analysis and insights.
  • Users find the difficult setup of Edge Analytics complex, necessitating specialized knowledge and infrastructure for proper use.

What Are Recent G2 Reviews of Edge Analytics?

Symphony

We have a plug and play industry 4.0 solution utilising both a physical component to wirelessly monitor vibrations from any machine with moving components and send the data to the cloud. In the cloud we analyse the data to diagnose the status of the machines health and remaining useful life (RUL). We then put all this information into an easy to use portable iPad application to be used on the facility floor with a companion TV app displaying the overall status for the team.

Average Rating: 4.1/5.0

Total Reviews: 12

How Do G2 Users Rate Symphony?

  • Has the product been a good partner in doing business?: 5.0/10 (Category avg: 9.1/10)
  • Source Identification: 7.5/10 (Category avg: 8.0/10)
  • Failure Detection: 7.5/10 (Category avg: 8.1/10)
  • Root Cause: 6.3/10 (Category avg: 8.2/10)

Who Is the Company Behind Symphony?

  • Seller: Symphony
  • Year Founded: 2003
  • HQ Location: Sheffield, UK
  • Twitter: @Symphonyem
    2,751 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    1 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 42% Large, 33% Small

What Are Recent G2 Reviews of Symphony?

LightApp

Lightapp is an intelligent resource management solution for industrial manufacturing companies that helps reduce resource costs by 5%-27%.

Average Rating: 4.3/5.0

Total Reviews: 24

How Do G2 Users Rate LightApp?

  • Has the product been a good partner in doing business?: 7.5/10 (Category avg: 9.1/10)
  • Source Identification: 7.3/10 (Category avg: 8.0/10)
  • Failure Detection: 6.5/10 (Category avg: 8.1/10)
  • Root Cause: 7.9/10 (Category avg: 8.2/10)

Who Is the Company Behind LightApp?

Who Uses This Product?

  • Company Size: 54% Small, 38% Medium

What Are Recent G2 Reviews of LightApp?

Ascendo AI

Ascendo AI transforms an organization's Expert knowledge into a self-improving Enterprise Judgement, creating a durable competitive advantage that scales expertise, accelerates service outcomes, and delivers compounding operational ROI. Deployed across MedTech, Telecom, industrial manufacturing and more, Ascendo AI agents ingest unstructured dark data to predict parts demand, operationalize technician expertise, and help prevent field escalations before they occur. Our goal is to not just give you the outcome you want but to make you an AI first company like ours. Learn why Field Service and Technical Support teams love us and recommend us as their #1 choice!

Average Rating: 5.0/5.0

Total Reviews: 27

How Do G2 Users Rate Ascendo AI?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)

Who Is the Company Behind Ascendo AI?

  • Seller: Ascendo.AI
  • Year Founded: 2020
  • HQ Location: Palo Alto, US
  • Twitter: @AscendoAI
    19 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    24 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Telecommunications, Hospital & Health Care
  • Company Size: 74% Large, 19% Medium

What Are Recent G2 Reviews of Ascendo AI?

What Are G2 Users Discussing About Ascendo AI?

eWorkOrders CMMS

eWorkOrders CMMS is a powerful, affordable, and web-based Computerized Maintenance Management System (CMMS) that helps organizations streamline work orders, preventive maintenance, and asset management. Designed for maintenance teams of all sizes, eWorkOrders makes it simple to track assets, manage inventory, schedule maintenance, and generate detailed reports—all from any device, anywhere. Key features include: • Work Order Management – create, assign, and track tasks efficiently. • Preventive Maintenance (PMs) – plan and automate maintenance schedules. • Asset & Inventory Management – keep assets and spare parts organized. • Employee & Service Management – manage staff, contractors, and service requests. • Documentation & Meter Tracking – record vital maintenance data and readings. • GIS Tracking & Scheduling – optimize operations across multiple locations. • AI Assistant with Automatic Assignments, PM Recommendations, Work Orders Assist, Reporting & Help Assistant. No software installation or hardware purchase required. Upgrades and technical support are included, so you can be up and running in a single day. Discover why eWorkOrders is consistently one of the highest-rated CMMS solutions. Request a live demo today by calling us at 888-333-4617 and learn how it can reduce downtime, improve compliance, and enhance asset reliability

Average Rating: 4.9/5.0

Total Reviews: 32

How Do G2 Users Rate eWorkOrders CMMS?

  • Has the product been a good partner in doing business?: 10.0/10 (Category avg: 9.1/10)
  • Source Identification: 10.0/10 (Category avg: 8.0/10)
  • Failure Detection: 10.0/10 (Category avg: 8.1/10)
  • Root Cause: 10.0/10 (Category avg: 8.2/10)

Who Is the Company Behind eWorkOrders CMMS?

  • Seller: eWorkOrders
  • Year Founded: 1995
  • HQ Location: Whitehouse Station, US
  • Twitter: @eworkorders
    999 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    9 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 41% Medium, 25% Small

What Do G2 Reviewers Say About eWorkOrders CMMS?

AI-generated summary from verified user reviews

Pros
  • Users find eWorkOrders CMMS to be easy to use, facilitating efficient management and tracking of maintenance operations.
  • Users value the efficiency of eWorkOrders CMMS for streamlining maintenance operations and enabling quick resource allocation.
  • Users value the quick setup process of eWorkOrders CMMS, enjoying minimal downtime and excellent support during onboarding.
  • Users appreciate the effective data management of eWorkOrders CMMS for tracking assets and maintenance activities efficiently.
  • Users commend the ease of implementation with eWorkOrders CMMS, enjoying quick setup and excellent onboarding support.
Cons
  • Users find the difficult setup of eWorkOrders CMMS challenging, complicating the initial experience despite available customer support.
  • Users find the limited customization options for reports and dashboards restricts their ability to tailor the software effectively.
  • Users express frustration with the slow performance of eWorkOrders CMMS, impacting efficiency and usability, especially on mobile.
  • Users find the slow speed of eWorkOrders CMMS frustrating, impacting their efficiency and overall user experience.
  • Users struggle with complex customization, finding it difficult to modify reports and dashboards to meet their specific needs.

What Are Recent G2 Reviews of eWorkOrders CMMS?

What Are G2 Users Discussing About eWorkOrders CMMS?

Eptura Asset

Eptura Asset is facilities management software that enables organizations to monitor, maintain, and optimize physical assets and workspace equipment. Designed for use across offices, industrial environments, and specialized real estate, the platform supports asset lifecycle management, compliance tracking, and maintenance operations. Ideal for facilities teams, asset managers, and operations leaders, Eptura Asset consolidates asset and inventory visibility into a centralized dashboard, streamlining workflows and improving decision-making. Users can schedule preventive and reactive maintenance, conduct mobile inspections, and manage work orders, vendor coordination, and inventory—all within a single platform. - Asset lifecycle management: Monitor equipment health, usage, and value across locations to support timely maintenance and upgrades. - Maintenance automation: Automatically generate work orders and inspections to support preventive and corrective actions. - Mobile compliance tools: Capture inspection data on the go and integrate findings directly into maintenance workflows. - Work order coordination: Track parts, vendors, and internal assignments with real-time updates and status visibility. - Analytics and modeling: Leverage 3D models and budget insights to understand asset performance and identify optimization opportunities. Hosted on Microsoft Azure, Eptura Asset ensures enterprise-grade security, reliability, and scalability. The solution helps organizations reduce costs, maintain compliance, and unlock operational excellence by connecting traditionally siloed data, insights, and workflows.

Average Rating: 4.1/5.0

Total Reviews: 246

How Do G2 Users Rate Eptura Asset?

  • Has the product been a good partner in doing business?: 8.5/10 (Category avg: 9.1/10)
  • Source Identification: 4.2/10 (Category avg: 8.0/10)
  • Failure Detection: 4.2/10 (Category avg: 8.1/10)
  • Root Cause: 5.0/10 (Category avg: 8.2/10)

Who Is the Company Behind Eptura Asset?

  • Seller: Eptura
  • Company Website:
  • Year Founded: 2002
  • HQ Location: Atlanta, US
  • Twitter: @Epturawork
    288 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    779 employees on LinkedIn®

Who Uses This Product?

  • Who Uses This: Maintenance Manager, Maintenance Supervisor
  • Top Industries: Hospitality, Hospital & Health Care
  • Company Size: 59% Medium, 30% Small

What Do G2 Reviewers Say About Eptura Asset?

AI-generated summary from verified user reviews

Pros
  • Users value the ease of managing work orders with Eptura Asset, streamlining asset lifecycle and maintenance scheduling.
  • Users value the centralized asset information Eptura Asset offers, streamlining tracking and decision-making processes.
  • Users appreciate the ease of use of Eptura Asset, simplifying asset management and improving workflow efficiency.
  • Users appreciate the ease of navigation and comprehensive asset management features of Eptura Asset, enhancing their productivity.
  • Users find Eptura Asset intuitive and easy to navigate, simplifying asset management and enhancing decision-making capabilities.
Cons
  • Users experience poor customer support with Eptura Asset, making navigation and usage frustrating and challenging.
  • Users are frustrated with the lack of mobile app features and inconsistent customer support impacting their experience.
  • Users are frustrated with limited mobile app features and inconsistent customer support affecting their asset management experience.
  • Users find the complex setup of Eptura Asset tedious, though it simplifies operations once implemented.
  • Users find difficult navigation in Eptura Asset frustrating, compounded by inadequate guidance from customer service.

What Are Recent G2 Reviews of Eptura Asset?

What Are G2 Users Discussing About Eptura Asset?

KloudGin Field Service and Asset Management

KloudGin’s fully integrated Field Service and Asset Management solution enables modern utilities, municipalities, and infrastructure companies to connect and empower their mobile teams. Real-time collaboration, AI-powered insights and decision support, and a best-in-class user experience help improve organizational performance, safety, efficiency, and customer satisfaction.

Average Rating: 4.5/5.0

Total Reviews: 44

How Do G2 Users Rate KloudGin Field Service and Asset Management?

  • Has the product been a good partner in doing business?: 9.4/10 (Category avg: 9.1/10)
  • Root Cause: 8.3/10 (Category avg: 8.2/10)

Who Is the Company Behind KloudGin Field Service and Asset Management?

  • Seller: KloudGin
  • Year Founded: 2014
  • HQ Location: Sunnyvale, CA
  • Twitter: @kloudgin
    760 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    242 employees on LinkedIn®

Who Uses This Product?

  • Top Industries: Utilities, Computer Software
  • Company Size: 63% Medium, 30% Small

What Are Recent G2 Reviews of KloudGin Field Service and Asset Management?

What Are G2 Users Discussing About KloudGin Field Service and Asset Management?

remberg

remberg is a modern CMMS and EAM software for maintenance teams. It is built so work gets documented where it happens, on the shop floor and on a phone, with or without connectivity. remberg AI takes the admin out of it, pre-filling incoming requests and answering questions grounded in your own maintenance data. The platform covers the full maintenance lifecycle. Teams manage Assets and technical structures, plan recurring work through Maintenance Plans, execute Work Orders, and capture operator-reported issues as Work Requests. Procedures (step-by-step instructions with checklists, safety steps, and required tools) standardize how work gets done and documented, for routine inspections and safety-critical tasks alike. Centralized asset documentation keeps manuals, service histories, and instructions accurate and audit-ready, so teams can move from reactive breakdown handling to structured preventive maintenance. remberg is built for the shop floor, not the back office. The offline-first mobile app gives technicians Work Orders, Procedures, parts inventory, and documentation directly on the device, including in areas with unreliable connectivity. Notes, photos, and status updates are captured as work happens rather than written up afterwards. That is what makes maintenance data complete enough to act on, and it is why adoption holds after go-live. remberg AI is built into these workflows rather than bolted on as a separate tool. It pre-fills Work Requests, so an operator can report a fault in plain language and the maintenance team receives a structured, actionable request. The AI Copilot answers natural-language questions grounded in a customer's own maintenance data (Assets, Work Orders, Parts, Maintenance Plans, fault history) instead of external web content. The result is less manual documentation effort and more consistent data, without changing how technicians already work. remberg connects to the systems a plant already runs. A documented REST API keeps maintenance data flowing between remberg and ERP systems including SAP, so assets, work orders, and confirmations stay in sync instead of living in a silo. Teams start with core maintenance workflows and expand into parts and inventory, a scheduling board, custom roles, and SSO as needs grow, without overwhelming new users on day one. remberg is used across manufacturing, process industries, food and beverage, automotive, energy and utilities, and facility management. Bringing planning, execution, documentation, and reporting into one system gives maintenance and operations leaders transparency across assets, workload, and cost: less downtime, lower maintenance spend, and defensible safety and compliance records. Teams spend less time on administrative work and more time on the maintenance itself.

Average Rating: 4.6/5.0

Total Reviews: 9

How Do G2 Users Rate remberg?

  • Has the product been a good partner in doing business?: 9.6/10 (Category avg: 9.1/10)

Who Is the Company Behind remberg?

  • Seller: remberg
  • Company Website:
  • Year Founded: 2018
  • HQ Location: Munich, DE
  • LinkedIn® Page: www.linkedin.com
    78 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 80% Medium, 10% Small

What Are Recent G2 Reviews of remberg?

AnyMaint

AnyMaint is an AI-powered CMMS and maintenance management software platform — your maintenance co-pilot for equipment-intensive organizations. The all-in-one platform supports preventive, corrective, and predictive maintenance while transforming maintenance and asset data into real-time operational intelligence. AnyMaint’s AI continuously connects work orders, human input, equipment data, and operational signals to surface smart alerts, prioritize tasks, detect emerging issues, and help teams act before failures occur. Designed for rapid rollout and high workforce adoption, AnyMaint is intuitive, mobile-first, and fully multilingual — enabling technicians and managers to work naturally in their own language across sites and regions. Teams can go live in days, not months. Customers use AnyMaint to significantly reduce downtime, improve asset reliability, maintain compliance, and scale maintenance operations efficiently across single-site and multi-site environments.

Average Rating: 4.4/5.0

Total Reviews: 4

How Do G2 Users Rate AnyMaint?

  • Source Identification: 6.7/10 (Category avg: 8.0/10)
  • Failure Detection: 5.8/10 (Category avg: 8.1/10)
  • Root Cause: 8.3/10 (Category avg: 8.2/10)

Who Is the Company Behind AnyMaint?

  • Seller: AnyMaint
  • Year Founded: 2021
  • HQ Location: Rehovot, IL
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 75% Small, 25% Medium

What Do G2 Reviewers Say About AnyMaint?

AI-generated summary from verified user reviews

Pros
  • Users commend AnyMaint for its effective downtime reduction, ensuring maximum uptime and enhanced reliability in AI maintenance.

What Are Recent G2 Reviews of AnyMaint?

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