Machine learning in manufacturing harnesses the power of AI to drive efficiency, optimize production processes, and reduce costs. Companies in this sector utilize advanced algorithms and data analytics to improve everything from predictive maintenance to quality assurance. With a focus on real-time insights and automation, this industry is poised for considerable growth, expected to transform traditional manufacturing capabilities. As businesses seek to innovate and remain competitive, the integration of machine learning technologies becomes essential. Furthermore, increasing attention on sustainability and operational excellence highlights the pressing need for intelligent solutions in the manufacturing arena.


The listed companies range from small startups to larger entities, primarily headquartered in the United States, Israel, and Europe. Founded between 1998 and 2021, these firms specialize in AI-driven solutions, including predictive maintenance, process optimization, and industrial analytics. The workforce sizes vary significantly, with most companies employing between 11 to 500 individuals. This category not only includes tech-focused enterprises but also renowned research centers that contribute significantly to industry advancements.


Continue reading to discover the top machine learning in manufacturing companies.


Top 26 Machine Learning In Manufacture Companies


1. 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 has carved out a niche in predictive maintenance and process optimization, providing services that enhance machine reliability and operational efficiency. Augury's offerings include machine health diagnostics and process health insights, which are designed to minimize downtime and improve production outcomes. The company has a significant presence in the industry, with a workforce that includes experts in reliability and process optimization. Augury has received substantial funding, with their latest round totaling $75 million in February 2025, indicating strong investor confidence in their business model and growth potential. Their solutions are utilized across various sectors, including food and beverage, pharmaceuticals, and chemicals, showcasing their adaptability and relevance in the manufacturing landscape.


2. 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 focuses on machine health and process health for industrial manufacturing. Their innovative software solutions leverage artificial intelligence to offer predictive maintenance and prescriptive diagnostics, helping manufacturers optimize operations, reduce downtime, and enhance sustainability. Seebo's technology is utilized across various sectors, including food and beverage, pharmaceuticals, and chemicals, among others. The company has successfully diagnosed over 100,000 machines, showcasing its impact on improving efficiency and reducing operational costs. In May 2022, Seebo secured $140 million in funding, further solidifying its position in the market and enabling continued development of its AI-driven solutions.


3. Falkonry

  • Website: falkonry.com
  • Ownership type: Corporate
  • Headquarters: Cupertino, California, United States (USA)
  • Employee distribution: United States (USA) 66%, India 34%
  • Latest funding: $3.4M, November 2024
  • Founded year: 2012
  • Headcount: 51-200
  • LinkedIn: falkonry

Falkonry, founded in 2012 and based in Cupertino, California, is a technology company that specializes in artificial intelligence solutions specifically designed for the manufacturing sector. With a workforce of around 51-200 employees, Falkonry focuses on helping businesses optimize their operations through advanced data analysis. Their software products are utilized across various industries, including automotive, pharmaceuticals, and oil and gas, to enhance predictive maintenance and quality assessment processes. By enabling companies to analyze operational time series data, Falkonry assists in reducing downtime and improving product quality. The company has recently secured funding, amounting to over $3.3 million, which underscores its active role and relevance in the machine learning landscape for manufacturing. Falkonry's innovative solutions are aimed at driving efficiency and reliability in manufacturing operations, making them a notable player in this field.


4. Bosch Center for Artificial Intelligence (BCAI)


Bosch Center for Artificial Intelligence (BCAI), established in 2017 and located in Renningen, Germany, is a research center dedicated to advancing artificial intelligence solutions. The center specializes in applying AI technologies to improve operations across manufacturing, engineering, supply chain management, and intelligent services. BCAI collaborates closely with various sectors within the Bosch Group, utilizing extensive datasets from Bosch's global manufacturing plants to drive innovation. Their research spans multiple AI domains, including deep learning and natural language processing, with a focus on creating safe, robust, and explainable AI solutions. BCAI's initiatives aim to enhance manufacturing processes, optimize supply chains, and improve product quality, making them a significant player in the application of machine learning within the manufacturing industry.


5. Oden Technologies

  • Website: oden.io
  • Ownership type: Venture Capital
  • Headquarters: New York, New York, United States (USA)
  • Employee distribution: United States (USA) 92%, Canada 4%, Egypt 4%
  • Latest funding: Series B, $28.5M, April 2024
  • Founded year: 2014
  • Headcount: 11-50
  • LinkedIn: oden-technologies-ltd-

Oden Technologies, founded in 2014 and based in New York City, is a manufacturing analytics software company that provides AI-driven solutions aimed at optimizing production processes. The company offers a suite of products, including Process AI, Factory Analytics, and Data Engine, which enable manufacturers to harness their data for improved operational efficiency. Oden's solutions are designed to empower front-line workers by delivering real-time insights and recommendations, thereby enhancing productivity and reducing downtime. The company primarily serves the manufacturing sector, helping businesses navigate the complexities of data management and operational challenges. Oden Technologies has recently secured $28.5 million in Series B funding, reflecting strong investor interest and confidence in their innovative approach to manufacturing analytics.


6. Nnaisense

  • Website: nnaisense.com
  • Ownership type: Venture Capital
  • Headquarters: Lugano, Ticino, Switzerland
  • Employee distribution: Switzerland 100%
  • Latest funding: Series B, December 2019
  • Founded year: 2014
  • Headcount: 11-50
  • LinkedIn: nnaisense

Nnaisense, founded in 2014 and based in Lugano, Switzerland, is an AI technology company that specializes in industrial applications. The firm emerged from the Swiss AI institute IDSIA, which has been influential in the development of artificial neural networks and deep learning. Nnaisense focuses on creating large-scale neural network solutions for process inspection, modeling, and control. Their expertise is particularly valuable in industries such as manufacturing and renewable energy, where they provide insights that help clients optimize production processes and improve quality control. The company has collaborated with major industry players, delivering custom solutions that address specific challenges in sectors like specialty glass production and additive manufacturing. Their innovative approach to AI-driven insights has made a tangible impact on operational efficiency and product quality in the manufacturing landscape.


7. DataProphet

  • Website: dataprophet.com
  • Ownership type: Venture Capital
  • Headquarters: Cape Town, Western Cape, South Africa
  • Employee distribution: South Africa 94%, Netherlands 6%
  • Latest funding: Series A, $10.0M, August 2022
  • Founded year: 2013
  • Headcount: 11-50
  • LinkedIn: data-prophet

DataProphet, founded in 2013 and based in Cape Town, South Africa, is a technology company that specializes in AI-driven solutions aimed at optimizing manufacturing processes. With a team of approximately 33 employees, the company focuses on helping manufacturers enhance operational efficiency and minimize waste through services like AI readiness assessments, data management, and prescriptive performance optimization. Their platform is designed to integrate seamlessly into various manufacturing environments, providing actionable insights that drive performance improvements. DataProphet primarily serves clients in the automotive and foundry sectors, where they have successfully implemented their solutions to tackle challenges such as scrap reduction and production variability. The company has also secured $10 million in Series A funding in August 2022, which underscores its growth trajectory and commitment to advancing AI applications in manufacturing.


8. MAVAL Process Control


MAVAL Process Control, founded in 1998 and based in Alboraya, Spain, is a private company that specializes in industrial automation and digitalization solutions tailored for smart factories. With a workforce of around 44 employees, MAVAL provides a range of services that include process control, industrial communications, and data analytics. Their expertise spans various sectors, including food and beverage, automotive, and pharmaceuticals, where they help businesses optimize their manufacturing processes. Notably, MAVAL has developed systems that leverage machine learning and deep learning technologies, particularly in artificial vision systems for inspection and quality assurance. This focus on integrating advanced technologies into manufacturing operations positions MAVAL as a relevant player in the industry, particularly in the context of Industry 4.0 initiatives.


9. Cross Compass, Ltd.

  • Website: cross-compass.com
  • Ownership type: Private
  • Headquarters: Chuo City, Tokyo, Japan
  • Employee distribution: Japan 89%, South Korea 11%
  • Latest funding: April 2019
  • Founded year: 2015
  • Headcount: 51-200
  • LinkedIn: cross-compass-ltd

Cross Compass, Ltd., founded in 2015 and based in Chuo City, Tokyo, Japan, is a private technology firm dedicated to advancing artificial intelligence solutions for the manufacturing industry. The company focuses on providing innovative AI technologies that facilitate visual inspection, anomaly detection, and predictive maintenance. By leveraging these technologies, Cross Compass helps manufacturing businesses enhance their operational efficiency and improve quality control. Their primary clientele consists of manufacturers grappling with labor shortages and challenges in quality assurance. The company has established a research institution, Cross Labs, to further its technological development and foster collaboration with industry experts. With a workforce of around 51-200 employees, Cross Compass is actively contributing to the digital transformation of the manufacturing sector, aiming to bridge the gap between traditional manufacturing practices and modern AI capabilities.


10. Altizon Inc.

  • Website: altizon.com
  • Ownership type: Private Equity
  • Headquarters: United States (USA)
  • Employee distribution: India 96%, United States (USA) 4%
  • Latest funding: Series A, $7.0M, April 2019
  • Founded year: 2013
  • Headcount: 51-200
  • LinkedIn: altizon

Altizon Inc. is a technology company based in the United States, founded in 2013. It operates primarily in the Industrial Internet of Things (IIoT) sector, providing innovative solutions aimed at transforming manufacturing processes. The company offers products like DFX Apps and Datonis IIoT, which are designed to help manufacturers in industries such as automotive, food and beverages, and industrial sectors. These products enable real-time data analytics and predictive maintenance, allowing manufacturers to enhance operational efficiency and minimize downtime. Altizon has received funding, with a notable Series A round amounting to $7 million in April 2019, which supports its growth and development in the IIoT space. The company employs a significant number of its workforce in India, indicating a global operational strategy that leverages talent across borders.


11. PerfectPattern GmbH


PerfectPattern GmbH, known as Vernaio, is a Munich-based technology firm founded in 2012. The company specializes in causal AI solutions specifically designed for the manufacturing industry. Their software tools, including Process Booster and Process Booster X, aim to optimize production efficiency and enhance overall equipment effectiveness across various manufacturing sectors. Vernaio's solutions provide real-time monitoring and analysis, enabling manufacturers to identify and resolve production disruptions effectively. By leveraging advanced AI techniques, Vernaio helps clients streamline their operations, reduce waste, and improve overall productivity. The company has not reported any funding, indicating a self-sustained growth model. With a team of around 22 employees, Vernaio is actively contributing to the evolution of manufacturing processes through innovative AI applications.


12. Edge Impulse

  • Website: edgeimpulse.com
  • Ownership type: Corporate
  • Headquarters: San Jose, California, United States (USA)
  • Employee distribution: United States (USA) 58%, United Kingdom (UK) 12%, Netherlands 9%, Other 21%
  • Latest funding: March 2025
  • Founded year: 2019
  • Headcount: 51-200
  • LinkedIn: edgeimpulse

Edge Impulse, founded in 2019 and based in San Jose, California, is a technology company that specializes in edge AI solutions. The company provides a platform that enables businesses to develop and deploy machine learning models across various applications, including manufacturing and health. Their offerings are particularly beneficial for product leaders and engineers looking to enhance their products with AI capabilities. Edge Impulse focuses on streamlining the development process, allowing for faster time to market and improved product performance. In the manufacturing sector, their solutions help mitigate financial losses by addressing issues like machine downtime and inefficiencies through early anomaly detection. The company has built a reputation for supporting industrial enterprises in adding insights to their sensor networks through embedded machine learning, making them a relevant player in the industry.


13. AISent

  • Website: aisent.io
  • Ownership type: Private
  • Headquarters: Gorle, Lombardy, Italy
  • Employee distribution: Italy 100%
  • Founded year: 2018
  • Headcount: 11-50
  • LinkedIn: aisent-srl

AISent, founded in 2018 and based in Gorle, Lombardy, Italy, is a private technology consulting firm that specializes in artificial intelligence solutions for various industries, particularly manufacturing. With a team of 25 employees, AISent focuses on delivering impactful solutions that enhance operational efficiency and optimize production processes. Their services include industrial vision, which utilizes advanced image analysis and pattern recognition to improve quality control, and predictive maintenance, which helps manufacturers anticipate equipment failures before they occur. AISent's expertise extends to robotic process automation, streamlining repetitive tasks to allow human workers to focus on more complex challenges. The company serves a range of sectors, including automotive, pharmaceuticals, and consumer goods, demonstrating their capability to adapt AI technologies to meet specific industry needs. AISent's commitment to innovation is evident in their development of tailored solutions that leverage machine learning to solve practical problems in manufacturing.


14. Arundo Analytics

  • Website: arundo.com
  • Ownership type: Venture Capital
  • Headquarters: Oslo, Oslo, Norway
  • Employee distribution: Norway 81%, United States (USA) 13%, Sweden 6%
  • Latest funding: Series A, $25.0M, January 2018
  • Founded year: 2015
  • Headcount: 11-50
  • LinkedIn: arundo-analytics-inc-

Arundo Analytics, founded in 2015 and based in Oslo, Norway, is a software company that specializes in industrial AI solutions. With a team of around 31 employees, the company focuses on providing advanced analytics products designed to optimize operations in capital-intensive industries. Their offerings, including Marathon and CarbonPath, are tailored to enhance efficiency, reduce costs, and improve sustainability for clients in sectors such as energy, processing, maritime, and manufacturing. Arundo's technology is built to integrate seamlessly with existing infrastructure, allowing organizations to leverage their data for better decision-making. The company has received significant funding, totaling $25 million in a Series A round in 2018, which underscores investor confidence in their innovative approach to industrial analytics. Arundo's commitment to transforming industrial data into actionable insights positions them as a relevant player in the manufacturing sector.


15. Braincube

  • Website: braincube.com
  • Ownership type: Venture Capital
  • Headquarters: Issoire, Auvergne-Rhône-Alpes, France
  • Employee distribution: France 71%, United States (USA) 18%, Brazil 9%, Other 1%
  • Latest funding: Series B, $91.1M, November 2023
  • Founded year: 2007
  • Headcount: 51-200
  • LinkedIn: ip-leanware

Braincube, founded in 2007 and based in Issoire, France, is a technology solutions provider that specializes in data-driven manufacturing. The company offers a range of products, including an Industrial IoT platform, Digital Twins, and advanced analytics tools that utilize machine learning to help manufacturers optimize their operations. Their solutions are designed to enhance data management and improve efficiency across various manufacturing sectors, including aerospace, automotive, food and beverage, and pharmaceuticals. With a workforce of approximately 189 employees, Braincube has established a significant presence in the market, particularly in France, the United States, and Brazil. The company recently secured $91 million in Series B funding, which underscores its growth potential and commitment to innovation in the manufacturing sector.


16. 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 focuses on providing advanced AI solutions tailored for the manufacturing sector. Their expertise lies in predictive maintenance, anomaly detection, and process optimization, which are essential for improving operational efficiency and minimizing equipment downtime. Orobix offers a range of software solutions, including detectiv.ai for real-time anomaly detection and Op.pla for production planning and management. The company emphasizes custom AI implementations and ongoing support to ensure seamless integration into clients' operations. Orobix has also been recognized in industry reports, such as Gartner's Market Guide for Artificial Intelligence Service Providers, highlighting their relevance and impact in the field.


17. Preferred Networks, Inc.

  • Website: preferred.jp
  • Ownership type: Venture Capital
  • Headquarters: Chiyoda City, Tokyo, Japan
  • Employee distribution: Japan 100%
  • Latest funding: Other (Debt), December 2024
  • Founded year: 2014
  • Headcount: 201-500
  • LinkedIn: preferred-networks-inc-

Preferred Networks, Inc. is a technology company based in Chiyoda City, Tokyo, Japan, founded in 2014. The firm specializes in deep learning and IoT applications, aiming to enhance automation and efficiency across various industries, particularly manufacturing and healthcare. They have developed a range of products and services that address complex challenges faced by businesses. Notably, Preferred Networks has collaborated with FANUC to create intelligent industrial robots and machine tools, showcasing their commitment to innovation in manufacturing. Their visual inspection software, which has been adopted by over 150 clients, exemplifies their ability to deliver high-precision, low-cost solutions for quality control in manufacturing processes. The company also engages in research and development across multiple fields, including robotics and materials informatics, further solidifying their role in advancing manufacturing technologies.


18. Silo AI

  • Website: silo.ai
  • Ownership type: Corporate
  • Headquarters: Helsinki, Uusimaa, Finland
  • Latest funding: $665.0M, July 2024
  • Founded year: 2017
  • Headcount: 201-500
  • LinkedIn: siloai

Silo AI, based in Helsinki, Finland, is a technology consulting company founded in 2017. It specializes in artificial intelligence solutions, providing customizable AI services and MLOps to various sectors, including automotive, logistics, and manufacturing. With a workforce of around 250 employees, including 125 PhD-level AI specialists, Silo AI has established itself as a significant player in the AI landscape. The company has successfully executed over 200 AI implementations, demonstrating its expertise in developing AI-driven products that enhance operational efficiency and innovation. Recently, Silo AI was acquired by AMD, which aims to leverage its capabilities to expand enterprise AI solutions globally. This acquisition positions Silo AI for further growth and integration of AI technologies in manufacturing and other industries.


19. Resolto Informatik GmbH

  • Website: resolto.com
  • Ownership type: Private
  • Headquarters: Herford, North Rhine-Westphalia, Germany
  • Employee distribution: Germany 100%
  • Founded year: 2003
  • Headcount: 11-50
  • LinkedIn: resolto-informatik-gmbh

Resolto Informatik GmbH, founded in 2003 and based in Herford, North Rhine-Westphalia, Germany, is a software development company that specializes in artificial intelligence solutions specifically designed for the industrial sector. With a team of highly qualified data scientists and software developers, Resolto has developed innovative products like CONFIGON, a product configurator that allows for error-free configuration of complex products in 2D and 3D, and Festo AX, an AI solution aimed at predictive maintenance and process optimization. These tools are crafted to assist manufacturing businesses in their digital transformation efforts, enhancing efficiency and reducing operational costs. As a member of the Festo group since 2018, Resolto benefits from a strong partnership that further solidifies its position in the market. The company has a dedicated focus on integrating AI into manufacturing processes, making it a relevant player in the industry.


20. AG Solution Group

  • Website: agsolutiongroup.com
  • Ownership type: Private
  • Headquarters: Antwerp, Flanders, Belgium
  • Employee distribution: Spain 50%, Belgium 25%, France 13%, Other 12%
  • Founded year: 2007
  • Headcount: 201-500
  • LinkedIn: agsolutiongroup

AG Solution Group, founded in 2007 and based in Antwerp, Belgium, is a consulting firm that specializes in automation solutions tailored for the industrial and pharmaceutical sectors. With a workforce of approximately 161 employees, the company has established itself as a strategic partner for multinational production companies. AG Solution Group provides a range of services, including Manufacturing Execution Systems (MES), operational intelligence, and process automation, aimed at enhancing efficiency and ensuring compliance with industry regulations. Their expertise extends to predictive maintenance, virtual sensors, and advanced analytics, which are crucial for modern manufacturing environments. The firm has a significant presence in Europe, with a notable employee distribution across Spain, Belgium, and France, and has been involved in various projects that emphasize digital transformation and the integration of machine learning into manufacturing processes.


21. BISTelligence

  • Website: bistelligence.ai
  • Ownership type: Private
  • Headquarters: Seocho, Seoul, South Korea
  • Employee distribution: South Korea 82%, Japan 18%
  • Founded year: 2021
  • Headcount: 201-500
  • LinkedIn: bistelligence

BISTelligence, founded in 2021 and based in Seocho, Seoul, South Korea, is a private technology firm that specializes in artificial intelligence solutions and DataOps services tailored for the manufacturing industry. The company offers a suite of products, including the KOSMOS Platform, KOSMOS Edge, KOSMOS Detector, and KOSMOS APM, which are designed to help manufacturing businesses optimize their data collection and analysis processes. BISTelligence's solutions focus on transforming raw data into actionable insights, enabling manufacturers to enhance operational efficiency and make informed decisions. The company primarily serves clients in the manufacturing sector, aiming to address challenges related to data management and operational performance. With a workforce of around 33 employees, BISTelligence is actively involved in the industry, participating in events and forming partnerships to expand its reach and capabilities.


22. i-5O

  • Website: i-5o.ai
  • Ownership type: Venture Capital
  • Headquarters: Miami, Florida, United States (USA)
  • Employee distribution: Canada 60%, United States (USA) 20%, Pakistan 20%
  • Latest funding: June 2020
  • Founded year: 2018
  • Headcount: 11-50
  • LinkedIn: i-5o

i-5O, founded in 2018 and based in Miami, Florida, is a technology firm that focuses on AI-driven solutions tailored for the manufacturing industry. The company offers advanced analytics and monitoring tools that help manufacturers enhance productivity and efficiency. Their technology is particularly beneficial for clients in the automotive and mobility sectors, where they assist in optimizing production processes. i-5O's solutions provide real-time operational insights, equipment monitoring, and visibility into manufacturing workflows, addressing critical issues such as high defect rates and hidden bottlenecks. The company has a small team of around 20 employees and operates with a venture capital ownership model. They have not reported any recent funding, indicating a self-sustaining approach to growth. i-5O's commitment to continuous improvement and data security further underscores their role in the manufacturing landscape.


23. 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 focused on production monitoring and analytics solutions tailored for manufacturers. Their platform serves various sectors, including Aerospace & Defense, Automotive, and Medical Devices, among others. By leveraging real-time data insights, MachineMetrics enables businesses to optimize production processes, minimize downtime, and enhance operational efficiency. The company has attracted significant investment, securing $20 million in Series B funding in June 2021, which underscores its growth potential and commitment to innovation in the manufacturing sector.


24. Quartic.ai

  • Website: quartic.ai
  • Ownership type: Venture Capital
  • Headquarters: San Jose, California, United States (USA)
  • Employee distribution: India 63%, Canada 25%, United States (USA) 12%
  • Latest funding: $5.0M, May 2022
  • Founded year: 2017
  • Headcount: 51-200
  • LinkedIn: quartic.ai

Quartic.ai, founded in 2017 and based in San Jose, California, is an AI solutions provider that focuses on autonomous manufacturing technologies. The company offers a suite of products designed to optimize manufacturing processes, particularly in the life sciences and batch process sectors. Their flagship offerings include Q.Platform, which facilitates the integration and analysis of manufacturing data; Q.Data, which ensures data quality and contextualization; and Q.Intelligence, which provides real-time insights into manufacturing operations. Quartic.ai aims to help manufacturers enhance efficiency, minimize waste, and improve product quality through advanced data analytics and machine learning. With a workforce of around 65 employees and a significant portion of their team located in India and Canada, Quartic.ai is positioned to leverage global talent in the AI and manufacturing sectors. The company secured $5 million in funding in May 2022, reflecting investor confidence in their innovative approach to manufacturing challenges.


25. DT4o Inc.

  • Website: dt4o.com
  • Ownership type: Private
  • Headquarters: Farmington Hills, Michigan, United States (USA)
  • Founded year: 2020
  • Headcount: 11-50
  • LinkedIn: dt4o

DT4o Inc., operating under the brand ThinkDigits, is a technology company based in Farmington Hills, Michigan. Founded in 2020, the company focuses on developing artificial intelligence solutions specifically designed for the manufacturing and supply chain sectors. Their flagship products, think.360 and VisionIQ, utilize advanced data analytics and machine learning to optimize production processes and enhance decision-making. Think.360 serves as a recommendation engine that analyzes real-time data to improve efficiency and reduce downtime, while VisionIQ employs computer vision technology for quality inspection and defect detection. With a team of 18 employees, DT4o Inc. aims to empower manufacturers to achieve greater productivity and cost savings through innovative AI applications.


26. Instrumental Inc.

  • Website: instrumental.com
  • Ownership type: Venture Capital
  • Headquarters: Palo Alto, California, United States (USA)
  • Employee distribution: United States (USA) 95%, China 5%
  • Latest funding: Series C, $50.0M, January 2022
  • Founded year: 2015
  • Headcount: 51-200
  • LinkedIn: instrumental-inc.

Instrumental Inc., founded in 2015 and based in Palo Alto, California, is a technology solutions provider that focuses on AI and data platforms for the electronics manufacturing industry. The company offers innovative tools designed to streamline processes related to new product introduction, mass production, and data transformation. Instrumental's platform enables engineering teams to enhance product quality and operational efficiency by aggregating manufacturing data and utilizing AI to detect defects and analyze failures. Their clientele includes various sectors within electronics manufacturing, such as consumer electronics, aerospace, and defense. Instrumental has successfully processed over three billion manufacturing data points, showcasing their capability in handling complex data environments. In January 2022, the company raised $50 million in a Series C funding round, which underscores their growth trajectory and the increasing demand for their solutions in the manufacturing sector.



Machine Learning In Manufacture Insights: Key Companies


CompanyHeadquarterSizeFoundedOwnership
AuguryNew York, New York, United States (USA)201-5002011Venture Capital
Seebo (Now part of Augury)Tel Aviv-Yafo, Tel Aviv, Israel51-2002012Corporate
FalkonryCupertino, California, United States (USA)51-2002012Corporate
Bosch Center for Artificial Intelligence (BCAI)Renningen, Baden-Württemberg, Germany201-5002017Private
Oden TechnologiesNew York, New York, United States (USA)11-502014Venture Capital
NnaisenseLugano, Ticino, Switzerland11-502014Venture Capital
DataProphetCape Town, Western Cape, South Africa11-502013Venture Capital
MAVAL Process ControlAlboraya, Valencian Community, Spain51-2001998Private
Cross Compass, Ltd.Chuo City, Tokyo, Japan51-2002015Private
Altizon Inc.United States (USA)51-2002013Private Equity
PerfectPattern GmbHMunich, Bavaria, Germany11-502012Private
Edge ImpulseSan Jose, California, United States (USA)51-2002019Corporate
AISentGorle, Lombardy, Italy11-502018Private
Arundo AnalyticsOslo, Oslo, Norway11-502015Venture Capital
BraincubeIssoire, Auvergne-Rhône-Alpes, France51-2002007Venture Capital
OrobixBergamo, Lombardy, Italy11-502009Private
Preferred Networks, Inc.Chiyoda City, Tokyo, Japan201-5002014Venture Capital
Silo AIHelsinki, Uusimaa, Finland201-5002017Corporate
Resolto Informatik GmbHHerford, North Rhine-Westphalia, Germany11-502003Private
AG Solution GroupAntwerp, Flanders, Belgium201-5002007Private
BISTelligenceSeocho, Seoul, South Korea201-5002021Private
i-5OMiami, Florida, United States (USA)11-502018Venture Capital
MachineMetricsEasthampton, Massachusetts, United States (USA)51-2002014Venture Capital
Quartic.aiSan Jose, California, United States (USA)51-2002017Venture Capital
DT4o Inc.Farmington Hills, Michigan, United States (USA)11-502020Private
Instrumental Inc.Palo Alto, California, United States (USA)51-2002015Venture Capital


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