Ranking December 2025
Predictive maintenance

The RankmyAI Predictive Maintenance Ranking presents the top 25 AI tools from our Overall ranking focusing on predictive maintenance.

 

These AI tools typically employ machine learning algorithms to analyze data from various sensors and historical maintenance records. By identifying patterns and anomalies that may indicate future equipment breakdowns, they help organizations minimize downtime and reduce maintenance costs. Primary applications of these tools are found in industries such as manufacturing, energy, and transportation, where equipment reliability is crucial.

 

The green up and red down arrows indicate how many positions a tool has increased or decreased compared to the previous month's ranking. A grey dash means the tool's position has remained unchanged.

Top 25 out of
326
1
H2O.ai H2O.ai provides an end-to-end AI platform that integrates predictive and generative AI models, supporting on-premise and cloud deployments, offering extensive customization, cost control, and scalability.
freemium
United States
+1
2
Tractian Tractian is an industrial reliability platform that unifies AI-powered condition monitoring, CMMS, and OEE into a single pane of glass. It deploys vibration and electrical sensors to detect anomalies, predicts failures, and streamlines maintenance with work orders, inventory, and reporting features. Teams gain real-time insights to reduce downtime and optimize production.
unknown
Brazil
-1
3
Augury Augury offers advanced AI-driven machine health diagnostics to predict and prevent industrial machine failures, enhancing performance and reducing costs. Its solutions provide actionable insights for optimized asset care and production efficiency.
paid
United States
4
Chalk Chalk is a data platform that enhances real-time model deployment and data analysis, enabling businesses to build and iterate on machine learning models efficiently.
unknown
United States
5
VERSES Genius is an agentic enterprise intelligence platform designed for building domain-specific predictions and decisions, enhancing reliability and explainability through Bayesian inference and active learning.
unknown
United States
6
Konux KONUX enhances railway operations with predictive maintenance solutions, optimizing traffic and planning through machine learning and IIoT technologies. It integrates with business intelligence tools for seamless insights, driving efficiency and reducing delays.
paid
Germany
7
I-care Group Icare provides an end-to-end predictive maintenance solution combining Wicare wireless IoT sensors with the Isee AI-powered platform and global field expertise. The platform processes millions of data points to detect anomalies, reduce downtime, optimize maintenance, and improve production performance. Services include PdM as a Service, reliability engineering, lubrication programs, calibration and measurement, training, and CMMS integrations.
unknown
Belgium
8
RapidCanvas RapidCanvas is an AI platform that combines AI agents and human expertise to transform data into actionable insights, enabling businesses to create custom AI solutions without technical expertise.
paid
United States
+1
9
viso.ai Viso Suite is an enterprise-grade, end-to-end computer vision platform that turns live camera feeds into actionable insights for safety, automation, and operational efficiency. It provides infrastructure to collect and manage data, train high-performance vision models, rapidly build and customize applications, deploy them across fleets of edge devices and sites, and operate them securely with real-time monitoring. With ready-to-use visual AI applications and industry-focused suites, organizations in manufacturing, construction, logistics, energy, healthcare, retail, and events can quickly implement use cases like PPE detection, hazard zone monitoring, object and people counting, crowd analytics, predictive maintenance, and analog instrument reading, all while maintaining full control of their data and meeting strict privacy requirements.
unknown
Switzerland

Not Available

10
ONEPREDICT Guardione provides predictive maintenance and diagnostics for industrial assets using AI and IoT technologies, ensuring efficient management and prevention of equipment failures.
unknown
South Korea
-2
11
Zyfra Zyfra (Цифра) is a Russian industrial tech group delivering a unified digital platform (ZIIoT) and product suite for heavy industries. Its solutions connect equipment fleets, collect and analyze production data, and enable real-time decisions, MES workflows, predictive maintenance, and robotic/autonomous operations for mining, oil and gas, chemicals, and manufacturing. The platform supports rapid app development and deployment in the cloud or on-premises with AI/ML and computer vision.
unknown
Russia
-1
12
Quix Quix is an open data and simulation platform that integrates live data into Model-Based Development tools, consolidating R&D workflows and accelerating product development.
freemium
United Kingdom
-1
13
Craft AI Craft AI provides a scalable and secure MLOps platform for deploying AI models in various industries, enhancing productivity through reliable AI solutions.
paid
France
-1
14
Arundo Analytics Arundo transforms industrial operations with AI-powered products to enhance data utilization, reduce emissions, and improve asset efficiency, providing energy optimization and predictive analytics integrated with existing systems.
paid
Norway
-1
15
Canvass Analytics Canvass AI provides industrial AI solutions designed to optimize operational efficiency and sustainability in oil, gas, chemical, and manufacturing industries. The platform integrates with existing technologies to deliver actionable insights and enhance decision-making processes.
paid
Canada
+1
16
Akridata VisionCopilot provides AI-powered visual inspection for real-time defect detection and analysis, integrating seamlessly with existing systems to enhance manufacturing quality and efficiency.
unknown
United States
-2
17
Stratio Stratio is an AI-powered predictive fleet maintenance platform built for truck, bus, and coach operators. By collecting and analyzing real-time data from vehicle components, the platform predicts faults before they occur, enabling remote diagnostics, automated maintenance workflows, and significant reductions in unplanned downtime and maintenance costs. In addition to maintenance, Stratio offers operational tools such as smart maps, driver hours tracking, and fuel and energy monitoring, as well as an advanced ecodriving system that scores drivers and vehicles and provides metrics for coaching to improve fuel efficiency. The solution consolidates maintenance, operations, and ecodriving in a single platform for multi-brand fleets.
unknown
Portugal

Not Available

18
Deepomatic Deepomatic automates quality control by leveraging advanced computer vision models to enhance field operations across various industries. Its platform ensures higher first-time-right rates, minimizing errors and improving efficiency.
paid
France
-3
19
Vizzio Technologies Pte VIZZIO.AI transforms satellite imagery into photorealistic 3D digital twins, enhancing urban planning and real-time monitoring with AI-driven insights. It integrates IoT data for actionable insights, supporting industries like manufacturing and real estate.
paid
Singapore
+32
20
Neuron Soundware Neuron Soundware is an AI- and IoT-powered industrial optimization platform that uses advanced machine learning and sound analysis to monitor machinery and production processes in real time. Through its nEdge hardware and nGuard software, the company delivers predictive maintenance, process control, and quality assurance solutions that reduce unplanned downtime, lower maintenance costs, and improve productivity and energy efficiency. Deployed at the edge or in the cloud, Neuron Soundware continuously analyzes data from sensors such as microphones, temperature, and vibration to detect anomalies early and support OEMs and manufacturers in maximizing equipment performance.
unknown
Czechia

Not Available

21
Tvarit TVARIT offers AI solutions for zero-waste and resource-efficient production in metal manufacturing, utilizing a hybrid AI approach integrating physics. With scalability and rapid implementation, it enhances production quality and reduces costs.
paid
Germany
-1
22
Compredict COMPREDICT offers virtual sensors as software-based solutions for any vehicle, enhancing data capabilities and replacing hardware sensors to optimize vehicle maintenance and reduce costs.
paid
Germany
-5
23
Energy Robotics Energy Robotics leverages AI for autonomous inspections, providing predictive maintenance insights and seamless integration with asset management systems, enhancing operational efficiency.
paid
Germany
-5
24
Kaiko Systems Kaiko Systems enhances maritime safety with a data-driven fleet inspection platform. The tool automates inspections, manages maintenance, and provides real-time insights to optimize vessel operations.
unknown
Germany
-5
25
NeoSpace AI Neospace LDM is an enterprise AI platform that unifies structured and unstructured data into a single, adaptive Large Data Model. It delivers real-time, hyper-personalized predictions and actions at massive scale, integrating seamlessly with existing data lakes, warehouses, and BI/ML systems while meeting enterprise security and compliance needs.
unknown
Brazil
-4
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Disclaimer

The RankmyAI Predictive Maintenance Ranking is derived from our Overall ranking, which measures the popularity of AI tools based on three key metrics: website traffic, reviews, and investments. The Overall ranking is calculated as the weighted average of the individual rankings for each of these metrics (for more details, see our Methodology page).

Not all AI tools in this ranking are exclusively focused on predictive mAIntenance, as AI tools and companies often provide multiple services beyond this specific application. This ranking does not assess or indicate the quality, effectiveness, or reliability of the listed AI tools. It is solely based on popularity metrics and should not be interpreted as an endorsement or evaluation of their performance.

You are free to use and distribute our ranking, provided that RankmyAI is properly cited as the source (see our Copyright page).

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