Predictive maintenance companies focus on optimizing machinery and equipment performance through early fault detection and maintenance scheduling. These firms utilize advanced technologies like IoT and AI to analyze data in real time, enabling organizations to forecast failures before they occur. This industry plays a crucial role in improving operational efficiency and reducing downtime across sectors such as manufacturing, energy, and transportation. As market demands rise, predictive maintenance is expected to grow, driven by the increasing adoption of automation and smart technologies. Companies are continuously evolving their offerings to improve precision and minimize costs.

This list highlights 17 predictive maintenance companies operating globally, showcasing a range of sizes from small startups to larger enterprises. Founded between 2004 and 2021, these firms are headquartered in countries including the United States, Belgium, Israel, and India. Specializations vary, with many companies focusing on AI-assisted predictive analytics, IoT solutions, and machine health diagnostics. Their workforce also reflects the scale of their operations, with employee counts ranging from fewer than 50 to over 5,000 employees, creating a rich tapestry of expertise in the predictive maintenance sector.

Top 17 Predictive Maintenance Companies

1. I-care Group

• Website: icareweb.com
• Ownership type: Venture Capital
• Headquarters: Mons, Wallonia, Belgium
• Employee distribution: Belgium 73%, France 10%, Netherlands 3%, Other 14%
• Latest funding: Series C, $7.6M, October 2024
• Founded year: 2004
• Headcount: 501-1000
• LinkedIn: icaregroup

I-care Group, based in Mons, Wallonia, Belgium, is an industrial maintenance service provider that specializes in predictive maintenance and reliability engineering. Established in 2004, the company has developed a robust portfolio of advanced IoT sensors and AI-enhanced software solutions aimed at optimizing asset performance and minimizing operational costs. I-care Group serves a variety of industrial sectors, including manufacturing and pharmaceuticals, where their expertise is crucial for enhancing production efficiency and preventing equipment failures. With a workforce of approximately 745 employees, the company has a significant presence in Belgium and operates in several other European countries. Recently, I-care Group secured €7.6 million in Series C funding, reflecting strong investor interest and confidence in their business model. Their offerings include a comprehensive suite of services that integrate hardware, software, and expert maintenance solutions, making them a notable player in the predictive maintenance industry.

2. Augury

• Website: augury.com
• Ownership type: Venture Capital
• Headquarters: New York, New York, United States (USA)
• Employee distribution: Israel 66%, United States (USA) 25%, India 7%, Other 2%
• Latest funding: Series E-K, $75.0M, February 2025
• Founded year: 2011
• Headcount: 201-500
• LinkedIn: augury-systems

Augury is a technology company based in New York, specializing in AI-driven solutions tailored for industrial manufacturing. Founded in 2011, the company focuses on predictive maintenance and process optimization, helping businesses enhance machine reliability and operational efficiency. Augury's services include machine health diagnostics and process health insights, which are designed to reduce downtime and improve production outcomes. The company has a significant presence in the industry, with a workforce of approximately 383 employees and a notable percentage of its team based in Israel. Recently, Augury secured $75 million in Series E funding, underscoring its growth and commitment to innovation in predictive maintenance. Their solutions are utilized across various sectors, including food and beverage, pharmaceuticals, and energy, showcasing their adaptability and relevance in addressing the challenges faced by modern manufacturing.

3. UptimeAI Inc.

• Website: uptimeai.com
• Ownership type: Venture Capital
• Headquarters: San Francisco, California, United States (USA)
• Employee distribution: India 82%, United States (USA) 15%, Canada 3%
• Latest funding: March 2025
• Founded year: 2019
• Headcount: 11-50
• LinkedIn: uptimeai-inc

UptimeAI Inc., founded in 2019 and based in San Francisco, California, is a technology company that specializes in AI-driven solutions aimed at achieving operational excellence in heavy asset industries. The company focuses on providing predictive maintenance and fault diagnosis services to sectors such as power generation, oil and gas, and manufacturing. UptimeAI's innovative approach leverages advanced artificial intelligence to help clients enhance efficiency, minimize downtime, and optimize maintenance processes. With a team that boasts over 200 years of combined industry experience, UptimeAI is well-equipped to address the complexities of modern industrial operations. Their solutions are designed to continuously learn from new data, allowing for real-time predictions and long-term benefits for their clients. UptimeAI's commitment to operational excellence positions them as a significant player in the predictive maintenance industry.

4. Seebo (Now part of Augury)

• Website: seebo.com
• Ownership type: Corporate
• Headquarters: Tel Aviv-Yafo, Tel Aviv, Israel
• Employee distribution: Israel 100%
• Latest funding: $140.0M, May 2022
• Founded year: 2012
• Headcount: 51-200
• LinkedIn: seebo

Seebo, now integrated into Augury, is an AI solutions provider based in Tel Aviv-Yafo, Israel. Founded in 2012, the company specializes in machine health and process health for industrial manufacturing. Augury's platform offers predictive maintenance and prescriptive diagnostics, enabling manufacturers to optimize their operations, minimize downtime, and enhance sustainability. Their solutions are tailored for various sectors, including food and beverage, pharmaceuticals, and chemicals, among others. Seebo has successfully attracted significant funding, with a reported $140 million raised in May 2022, underscoring investor confidence in their innovative approach to industrial challenges. The company operates on a SaaS model, leveraging advanced AI technology to deliver insights that drive efficiency and cost savings for their clients.

5. Uptake

• Website: uptake.com
• Ownership type: Private Equity
• Headquarters: Chicago, Illinois, United States (USA)
• Employee distribution: United States (USA) 76%, Canada 24%
• Latest funding: Other (Grant), March 2019
• Founded year: 2014
• Headcount: 201-500
• LinkedIn: uptake

Uptake Technologies Inc., founded in 2014 and based in Chicago, Illinois, is a private equity-backed company that specializes in predictive maintenance solutions. The firm focuses on fleet management software, providing advanced analytics and insights tailored for businesses in the transportation and construction sectors. Uptake's services aim to optimize operations, reduce maintenance costs, and enhance safety for fleet operators. Their product suite includes features like tire monitoring systems that detect leaks early, significantly reducing the risk of tire failures and improving fuel efficiency. Uptake's analytics platform integrates work orders and sensor intelligence, allowing organizations to make informed decisions about their vehicle management. With a workforce of around 113 employees, Uptake has established itself as a relevant player in the predictive maintenance industry, particularly for fleet operators seeking to improve efficiency and reliability.

6. Advanced Technology Services (ATS)

• Website: advancedtech.com
• Ownership type: Private Equity
• Headquarters: Peoria, Illinois, United States (USA)
• Employee distribution: United States (USA) 82%, Mexico 15%, Other 3%
• Latest funding: January 2007
• Founded year: 1985
• Headcount: 1001-5000
• LinkedIn: advanced-technology-services

Advanced Technology Services (ATS), founded in 1985 and based in Peoria, Illinois, is a private equity-owned company that specializes in industrial maintenance, technology, and parts services. With a workforce of over 2,300 employees, ATS provides tailored solutions to manufacturers across multiple sectors, including aerospace, automotive, and consumer packaged goods. The company focuses on enhancing equipment reliability and minimizing downtime through its predictive maintenance services. ATS employs advanced technologies such as machine health monitoring and remote analytics to detect potential issues before they lead to failures. Their offerings also include technical training and parts management, which further support manufacturers in optimizing their operations. ATS has built a reputation for its commitment to safety and operational excellence, making it a trusted partner for many manufacturers seeking to improve their maintenance strategies.

7. MachineMetrics

• Website: machinemetrics.com
• Ownership type: Venture Capital
• Headquarters: Easthampton, Massachusetts, United States (USA)
• Employee distribution: United States (USA) 88%, Israel 6%, Mexico 6%
• Latest funding: Series B, $20.0M, June 2021
• Founded year: 2014
• Headcount: 51-200
• LinkedIn: machinemetrics

MachineMetrics, founded in 2014 and based in Easthampton, Massachusetts, is a software company that specializes in production monitoring and analytics solutions tailored for manufacturers. Their platform is designed to optimize production processes across various industries, including Aerospace & Defense, Automotive, and Medical Devices. By harnessing real-time data insights, MachineMetrics helps businesses reduce downtime and improve operational efficiency. The company has received significant venture capital funding, with a Series B round totaling $20 million in June 2021. This financial backing supports their ongoing development and expansion in the manufacturing analytics space, particularly in predictive maintenance, where they provide tools for condition monitoring and process optimization.

8. relayr

• Website: relayr.io
• Ownership type: Venture Capital
• Headquarters: Berlin, Berlin, Germany
• Employee distribution: Germany 76%, Poland 16%, United States (USA) 8%
• Latest funding: $300.0M, September 2018
• Founded year: 2013
• Headcount: 201-500
• LinkedIn: relayr

Relayr, founded in 2013 and based in Berlin, Germany, is a technology company that specializes in Industrial Internet of Things (IIoT) solutions and Equipment as a Service (EaaS). The company provides predictive maintenance services and consulting to industrial clients, helping them optimize operations and minimize downtime. Relayr's solutions are designed to enhance equipment reliability and operational efficiency, supported by a dedicated customer success team. They have developed specific products like Skyler Rotate, which focuses on predictive maintenance for rotating equipment such as motors, pumps, and gearboxes. Relayr has also received significant funding, amounting to $300 million, which underscores its growth potential and commitment to innovation in the predictive maintenance sector. With a strong emphasis on actionable insights and a customer-centric approach, Relayr is positioned to support industries in achieving their operational and sustainability goals.

9. Infinite Uptime

• Website: infinite-uptime.com
• Ownership type: Private Equity
• Headquarters: Alpharetta, Georgia, United States (USA)
• Employee distribution: India 89%, United States (USA) 5%, Other 7%
• Latest funding: Series C, $35.0M, March 2025
• Founded year: 2016
• Headcount: 201-500
• LinkedIn: infinite-uptime

Infinite Uptime, based in Alpharetta, Georgia, is a predictive maintenance service provider that specializes in plant reliability solutions. Established in 2016, the company focuses on delivering advanced diagnostics and analytics services to industrial clients, helping them improve equipment performance and reduce unplanned downtime. Their offerings are particularly relevant to sectors such as manufacturing, chemicals, pharmaceuticals, and oil and gas. With a workforce of approximately 272 employees, the company has a significant presence in India, which accounts for 89% of its employee distribution. Infinite Uptime has recently secured $35 million in Series C funding, reflecting strong investor interest in their technology-driven insights and support services. Their innovative solutions, including AI-powered diagnostics and real-time monitoring, empower clients to make informed, data-driven decisions that enhance operational efficiency and reliability.

10. Orobix

• Website: orobix.com
• Ownership type: Private
• Headquarters: Bergamo, Lombardy, Italy
• Employee distribution: Italy 100%
• Founded year: 2009
• Headcount: 11-50
• LinkedIn: orobix-srl

Orobix Srl, based in Bergamo, Lombardy, Italy, is a private company founded in 2009. With a team of approximately 42 employees, Orobix specializes in artificial intelligence solutions tailored for the manufacturing sector. Their offerings include advanced technologies for predictive maintenance, anomaly detection, and process optimization. Orobix provides custom AI implementations that enhance operational efficiency and minimize downtime for their clients. Their flagship product, detectiv.ai®, is designed for real-time anomaly detection, allowing businesses to identify potential issues before they escalate into significant problems. Orobix has established itself as a reliable partner for companies looking to leverage AI to improve their maintenance strategies and overall productivity.

11. ExactSpace

• Website: exactspace.co
• Ownership type: Venture Capital
• Headquarters: Bengaluru, Karnataka, India
• Employee distribution: India 100%
• Latest funding: January 2024
• Founded year: 2018
• Headcount: 11-50
• LinkedIn: exactspace

ExactSpace, founded in 2018 and based in Bengaluru, Karnataka, India, is an industrial AI company that specializes in predictive maintenance and process optimization solutions. The company focuses on industries such as thermal power and manufacturing, providing advanced analytics and machine learning tools to help businesses enhance asset performance and reduce operational downtime. ExactSpace's clientele includes original equipment manufacturers (OEMs) and industrial operators who seek to improve efficiency and sustainability in their operations. Their solutions are designed to ensure zero unplanned downtime and optimize resource usage, demonstrating their commitment to addressing the challenges faced by industries today.

12. CyberPhysics

• Website: cyberphysics.xyz
• Ownership type: Venture Capital
• Headquarters: Moscow, Moscow, Russia
• Employee distribution: Russia 100%
• Latest funding: Seed, $696,000, October 2021
• Founded year: 2019
• Headcount: 11-50
• LinkedIn: cyberphysics

CyberPhysics, founded in 2019 and based in Moscow, Russia, is an AI solutions provider that focuses on industrial applications. The company offers predictive analytics and optimization tools designed to improve operational efficiency and safety for clients in sectors such as oil and gas, energy, and manufacturing. Their platform, CyberStudio, is instrumental in enabling early detection of defects and forecasting equipment failures, which are essential for effective predictive maintenance. CyberPhysics has successfully implemented numerous projects across various industries, showcasing their capability to deliver tailored solutions that help large enterprises reduce costs and enhance production processes. The company has also secured funding, with a notable seed investment of approximately $695,750 in October 2021, which supports their growth and development in the predictive maintenance sector.

13. Neuron Soundware

• Website: neuronsw.com
• Ownership type: Venture Capital
• Headquarters: Prague, Prague, Czech Republic
• Employee distribution: Czech Republic 100%
• Latest funding: Other (Grant), $7.5M, April 2023
• Founded year: 2016
• Headcount: 11-50
• LinkedIn: neuron-soundware

Neuron Soundware, founded in 2016 and based in Prague, Czech Republic, is an industrial technology company that focuses on AI and IoT solutions for predictive maintenance and machine monitoring. The company has developed products like the nEdge hardware and nGuard software, which are designed to enhance the performance of industrial processes by utilizing data processing and predictive analytics. Their technology analyzes various physical parameters, including sound, to provide insights into the health and behavior of machinery. Neuron Soundware primarily serves the manufacturing sector, helping clients reduce downtime and improve equipment performance. The company has received significant funding, including a recent grant of over 7.5 million euros in April 2023, which supports its ongoing research and development efforts in the field of predictive maintenance.

14. Groundup.ai

• Website: groundup.ai
• Ownership type: Venture Capital
• Headquarters: Singapore
• Employee distribution: Singapore 87%, India 7%, United Arab Emirates 7%
• Latest funding: Series A, $4.2M, April 2025
• Founded year: 2021
• Headcount: 11-50
• LinkedIn: basennai

Groundup.ai, based in Singapore, is an industrial AI solutions provider that focuses on predictive maintenance and IoT sensor technology. Founded in 2021, the company aims to assist manufacturing and industrial firms in reducing unplanned downtime and enhancing maintenance processes through sophisticated data analytics and real-time monitoring. Groundup.ai's proprietary IoT sensors capture critical machine data, such as vibration, temperature, and sound, allowing for precise anomaly detection and root cause analysis. The company serves a variety of sectors, including consumer products, food and beverage, paper, maritime, and oil and gas, demonstrating its capability to address unique challenges across industries. Recently, Groundup.ai secured $4.25 million in Series A funding, reflecting strong investor interest and confidence in its innovative approach to predictive maintenance.

15. Knowtion GmbH

• Website: shiratech-knowtion.com
• Ownership type: Private
• Headquarters: Karlsruhe, Baden-Württemberg, Germany
• Employee distribution: Germany 100%
• Founded year: 2011
• Headcount: 11-50
• LinkedIn: knowtion-ug

Knowtion GmbH, based in Karlsruhe, Baden-Württemberg, Germany, was founded in 2011 and operates as a private technology firm. The company specializes in data science and artificial intelligence, focusing on predictive maintenance and condition monitoring solutions. Their services include the development of algorithms and software aimed at improving operational efficiency for businesses in the manufacturing and industrial sectors. Knowtion's flagship product, PREDICTO, is an all-in-one predictive maintenance solution that helps organizations reduce unexpected downtime in their production lines. The company collaborates closely with clients to develop tailored software solutions that leverage sensor and machine data, ensuring that their systems operate at maximum efficiency. With a dedicated team of around 30 employees, Knowtion GmbH is committed to advancing the capabilities of predictive maintenance through innovative technology and data-driven insights.

16. MakinaRocks

• Website: makinarocks.ai
• Ownership type: Venture Capital
• Headquarters: Seoul, Seoul, South Korea
• Employee distribution: South Korea 99%, Other 1%
• Latest funding: $12.0M, December 2024
• Founded year: 2017
• Headcount: 51-200
• LinkedIn: makinarocks

MakinaRocks, founded in 2017 and based in Seoul, South Korea, is a technology company that specializes in artificial intelligence solutions for industrial applications. The company focuses on enhancing operational efficiency through a variety of services, including predictive maintenance, robotics, and digital twins. Their AI platform, Runway, supports numerous industrial applications, helping clients to minimize downtime and optimize processes. MakinaRocks has received significant funding, amounting to $12 million, which underscores investor confidence in their innovative approach and potential for growth. The company is dedicated to solving real-world industrial challenges, making it a notable participant in the predictive maintenance sector.

17. Feelit Technologies

• Website: feelit.tech
• Ownership type: Venture Capital
• Headquarters: Yokne'Am Illit, North, Israel
• Employee distribution: Israel 100%
• Latest funding: Series A, $7.0M, July 2021
• Founded year: 2017
• Headcount: 11-50
• LinkedIn: feelittech

Feelit Technologies, founded in 2017 and based in Yokne'Am Illit, Israel, is a technology company focused on predictive maintenance solutions tailored for the industrial sector. The company has developed a unique sensing technology that combines printed nanotechnology sensors with wireless edge devices. This innovative approach allows manufacturers to monitor their assets in real-time, providing critical data that helps in predicting potential failures and optimizing maintenance schedules. Feelit's solutions are designed to be non-intrusive and easy to install, making them suitable for various industrial environments. Their clientele includes prominent names such as Merck and Henkel, showcasing their capability to serve significant players in the manufacturing industry. In July 2021, Feelit secured $7 million in Series A funding, which underscores their growth potential and commitment to advancing their predictive maintenance technologies.

Predictive Maintenance Insights: Key Companies

Company	Headquarter	Size	Founded	Ownership
I-care Group	Mons, Wallonia, Belgium	501-1000	2004	Venture Capital
Augury	New York, New York, United States (USA)	201-500	2011	Venture Capital
UptimeAI Inc.	San Francisco, California, United States (USA)	11-50	2019	Venture Capital
Seebo (Now part of Augury)	Tel Aviv-Yafo, Tel Aviv, Israel	51-200	2012	Corporate
Uptake	Chicago, Illinois, United States (USA)	201-500	2014	Private Equity
Advanced Technology Services (ATS)	Peoria, Illinois, United States (USA)	1001-5000	1985	Private Equity
MachineMetrics	Easthampton, Massachusetts, United States (USA)	51-200	2014	Venture Capital
relayr	Berlin, Berlin, Germany	201-500	2013	Venture Capital
Infinite Uptime	Alpharetta, Georgia, United States (USA)	201-500	2016	Private Equity
Orobix	Bergamo, Lombardy, Italy	11-50	2009	Private
ExactSpace	Bengaluru, Karnataka, India	11-50	2018	Venture Capital
CyberPhysics	Moscow, Moscow, Russia	11-50	2019	Venture Capital
Neuron Soundware	Prague, Prague, Czech Republic	11-50	2016	Venture Capital
Groundup.ai	Singapore	11-50	2021	Venture Capital
Knowtion GmbH	Karlsruhe, Baden-Württemberg, Germany	11-50	2011	Private
MakinaRocks	Seoul, Seoul, South Korea	51-200	2017	Venture Capital
Feelit Technologies	Yokne'Am Illit, North, Israel	11-50	2017	Venture Capital

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