Ranking May 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
63
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
2
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
3
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
4
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
5
Neuton AutoML Neuton.AI offers a no-code TinyML platform designed to create ultra-tiny, accurate machine learning models for edge devices, ensuring minimal size and energy consumption without compromising performance.
freemium
United States
+3
6
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
-1
7
Silo AI Silo AI provides customizable AI solutions tailored to industry-specific use cases, leveraging advanced AI models and machine learning for competitive market advantage.
paid
Finland
8
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
9
Imagimob DEEPCRAFT™ offers production-ready machine learning applications for edge devices, supporting quick deployment and ease of integration. The platform supports entire workflows from data collection to model deployment, without requiring deep ML expertise.
unknown
Sweden
+2
10
Blockbax Blockbax Platform leverages sensor and machine data to automate and enhance business operations through real-time asset visibility and proactive management, offering scalable and flexible solutions for diverse industries.
paid
Netherlands
+2
11
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
-1
12
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
-6
13
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
14
Ekkono Solutions Ekkono provides edge machine learning tools to develop smart IoT products with real-time predictive and incremental learning capabilities.
paid
Sweden
+12
15
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
+2
16
Aidetic Software Aidetic delivers specialized AI solutions, empowering industries like finance and retail through tailored model customization, driving operational efficiency and customer engagement with advanced technologies.
unknown
India
+9
17
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
-3
18
nsFlow Nsflow's platform enhances industrial processes with AR and AI, offering digital workflows, remote collaboration tools, and training solutions to boost efficiency and maintain business continuity.
paid
Poland
-3
19
Micro.AI MicroAI delivers transparent machine and device insights using advanced embedded and Edge AI technologies, optimizing performance and reducing operational downtime through predictive analytics and machine observability.
paid
United States
-3
20
PrometheusML yaiLab offers an AI-driven platform for predictive maintenance and real-time tracking of battery degradation, optimizing profitability and lifespan in real-world conditions without the need for specialized measurements.
paid
United Kingdom
+23
21
Razor Labs DataMind AI offers all-in-one predictive maintenance solutions using sensor fusion for failure analysis, reducing downtime and increasing productivity in the mining industry.
paid
Israel
-1
22
Applied Data Science Partners ADSP provides AI and data science consultancy focusing on predictive maintenance, AML detection, car configuration optimization, and more, delivering tailored solutions for diverse industries.
unknown
United Kingdom
-4
23
Data Science Data Science UA provides AI and data science services to empower businesses with insights from complex data. They offer AI consulting, development, recruitment, and education to enhance decision-making and operational efficiency.
paid
United Kingdom
-2
24
Attri Attri leverages Generative AI and Foundation Models to drive innovation and accelerate digital transformation for enterprises, ensuring secure and efficient deployment with responsible AI practices.
freemium
United States
25
Neurons Lab Neurons Lab provides AI-driven solutions in HealthTech, CleanTech, and RetailTech, leveraging AWS capabilities and collaboration to accelerate client business growth and product innovation.
paid
United Kingdom
-2
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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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