Industrials / Manufacturing Tech
Best Predictive Maintenance Companies
What is Predictive Maintenance?
The predictive maintenance market provides software solutions using AI and IoT technologies to provide real-time machine insights. This enables manufacturers to move from reactive to proactive maintenance programs, preventing process-driven production losses, reducing over-maintenance, extending asset lifetime, and optimizing manufacturing equipment controls. It also helps them eliminate unplanned downtime and optimize spare parts inventory.
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Top Predictive Maintenance Companies

PTC is a software company. It offers Codebeamer, an application lifecycle management (ALM) platform for product and software development, Onshape, a cloud-native product development platform, and more. It serves industries such as automotive, aerospace, retail, and more. The company was founded in 1985 and is based in Boston, Massachusetts.
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Sun Life Grepa Financial, Arvato Systems, Inetum, and 2 more
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Volkswagen Group, MassRobotics, Advanced Functional Fabrics of America, and 2 more

Oracle is a cloud technology company offering a wide range of computing infrastructure and software solutions in the business hardware and software industry. The company's main offerings include cloud applications and cloud platform services designed to help organizations innovate, achieve sustainable growth, and improve their operational resilience. Oracle's products are utilized across various sectors, including government, scientific research, and businesses of all sizes. It was founded in 1977 and is based in Austin, Texas.

Siemens focuses on industry, infrastructure, transport, and healthcare. It offers solutions for more resource-efficient factories, resilient supply chains, smarter buildings and grids, cleaner transportation, and advanced healthcare by combining real and digital worlds. Siemens primarily serves the industrial, infrastructure, transportation, and healthcare sectors. Siemens was formerly known as Siemens & Halske. It was founded in 1847 and is based in Munich, Germany.

SAP (NYSE: SAP) is a multinational software company. It develops enterprise software to manage business operations and customer relations. The company offers a range of products such as enterprise resource planning (ERP) software, customer relationship management (CRM) software, supply chain management (SCM) software, and more. The products are used by a variety of customers, including large corporations, small and medium-sized businesses, and government agencies. It was founded in 1972 and is based in Wallforf, Germany.
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IBM operates as a multinational information technology company. It manufactures and sells computer hardware and software products. It also offers a range of solutions such as cloud cost management, business automation, data management, data warehouse, and more. It serves industries such as automotive, insurance, retail, and more. It was formerly known as Computing-Tabulating-Recording Company. The company was founded in 1911 and is based in Armonk, New York.
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ABB is a technology leader focused on electrification and automation across various industries. The company offers solutions that integrate engineering expertise and software to enhance the efficiency of manufacturing, movement, power generation, and operations. ABB primarily serves sectors such as industrial automation, marine & ports, oil & gas, power generation, and buildings & infrastructure. It was founded in 1988 and is based in Zurich, Switzerland.
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Augury provides predictive and prescriptive artificial intelligence (AI) solutions. The company offers AI-enabled insights into machines, processes, and operations to help businesses improve outcomes, maintain their workforce, and achieve sustainable production. It primarily serves sectors such as food and beverage, consumer packaged goods, forest products, pulp and paper, glass, metals and mining, chemicals, building materials and cement, pharmaceuticals, steel, plastics, commercial services, and energy. It was founded in 2011 and is based in New York, New York.

Avathon specializes in artificial intelligence (AI) solutions across various sectors, including energy, manufacturing, government, education, and retail. The company offers products and services that enable predictive maintenance, fraud detection, and cybersecurity, with a focus on preventing zero-day attacks. Avathon's AI technology is designed to analyze and optimize data, augment human intelligence, and enhance operational efficiency. It was formerly known as SparkCognition. It was founded in 2013 and is based in Pleasanton, California.

AVEVA provides industrial software, providing a secure industrial cloud platform and applications across various sectors. The company offers solutions that enable businesses to harness the power of their information and improve collaboration with customers, suppliers, and partners. AVEVA's products and services cater to industries such as energy, infrastructure, manufacturing, and transportation, among others. It was founded in 1967 and is based in Cambridge, United Kingdom. In September 2017, Schneider Electric acquired a majority stake in AVEVA for $710.4M.

C3 AI (NYSE: AI) operates as an artificial intelligence (AI) powered enterprise application development platform. It helps businesses to build and deploy AI-powered applications across their operations. It serves industries such as oil and gas, manufacturing, and retail. It was founded in 2009 and is based in Redwood City, California.

Dataiku develops a centralized data platform. Its solutions include data preparation, visualization, machine learning, analytic applications, and more. The company serves the banking sector, pharmaceuticals, manufacturing telecommunications sector, and more. It was founded in 2013 and is based in New York, New York.

NEC is a company focused on the integration of information technology(IT) and network technologies across various sectors. The company offers solutions for digital government, digital finance, public safety, and smart city initiatives, utilizing technologies such as biometrics and 5G. NEC primarily serves sectors that require advanced IT and network solutions, including government, finance, and public infrastructure. NEC was formerly known as Nippon Electric Corporation. It was founded in 1899 and is based in Tokyo, Japan.

Qlik specializes in data integration, data quality, and analytics solutions in the technology sector. The company unifies data across various environments, automates information pipelines and data-driven workflows, and enhances insights with artificial intelligence (AI). It primarily serves sectors such as financial services, healthcare, manufacturing, the public sector, and retail. It was founded in 1993 and is based in King of Prussia, Pennsylvania.

Uptake specializes in industrial intelligence and predictive analytics within the software-as-a-service (SaaS) sector. The company offers solutions that translate data into insights for predictive maintenance, asset failure prediction, and optimization of maintenance strategies. Uptake primarily serves sectors that require maintenance analytics, such as transportation and heavy industry. It was founded in 2014 and is based in Chicago, Illinois.

UptimeAI focuses on artificial intelligence-based plant monitoring in the process industries sector. The company offers artificial intelligence software to predict and mitigate equipment failures and performance loss in plant operations. UptimeAI primarily serves power generation, oil and gas, chemicals, metals, food and beverage, renewables, aerospace, and automotive sectors. It was founded in 2019 and is based in South San Francisco, California.
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Our Methodology
The ESP matrix leverages data and analyst insight to identify and rank leading private-market companies in a given technology landscape.
What is Predictive Maintenance?
The predictive maintenance market provides software solutions using AI and IoT technologies to provide real-time machine insights. This enables manufacturers to move from reactive to proactive maintenance programs, preventing process-driven production losses, reducing over-maintenance, extending asset lifetime, and optimizing manufacturing equipment controls. It also helps them eliminate unplanned downtime and optimize spare parts inventory.
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Do you compete within Predictive Maintenance?
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Your future customers are researching their next tech solution on CB Insights. Make sure they can find you.