Best Discrete Manufacturing Analytics Platforms Companies

DataRobot specializes in artificial intelligence, offering an open, end-to-end AI lifecycle platform within the technology sector. The company provides solutions for scaling AI applications, monitoring and governing AI models, and driving business value through predictive and generative AI. DataRobot serves various industries, including healthcare, manufacturing, retail, and financial services, with its AI platform. It was founded in 2012 and is based in Boston, Massachusetts.

Databricks is a data and AI company that specializes in unifying data, analytics, and artificial intelligence across various industries. The company offers a platform that facilitates data management, governance, real-time analytics, and the building and deployment of machine learning and AI applications. Databricks serves sectors such as financial services, healthcare, public sector, retail, and manufacturing, among others. It was founded in 2013 and is based in San Francisco, California.

SparkCognition 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. SparkCognition's AI technology is designed to analyze and optimize data, augment human intelligence, and enhance operational efficiency. It was founded in 2013 and is based in Austin, Texas.

Tulip builds industrial internet of thing (IoT) and advanced analytics platforms. It offers digital work infrastructure, production visibility, material tracking, quality management, compliance, machine monitoring, and more services. It serves pharmaceutical manufacturing, biotechnology manufacturing cells, gene therapy, medical device manufacturing, and other sectors. The company was founded in 2012 and is based in Somerville, Massachusetts.

Cognite is a global leader in industrial Software-as-a-Service (SaaS), specializing in digitalizing the industrial world. The company's main offering is Cognite Data Fusion (CDF), a software product that contextualizes operational technology (OT) and information technology (IT) data to develop scalable solutions for asset-intensive industries. Cognite primarily serves sectors such as oil and gas, power and utilities, renewable energy, and manufacturing, providing technologies that facilitate sustainable and efficient operations. It was founded in 2016 and is based in Lysaker, Norway.

Automation Intellect provides asset performance management services in the manufacturing industry. It offers an IIOT platform that provides data visualization at various levels of a manufacturing plant, helping to prevent unplanned downtime, uncover hidden capacity, and eliminate inefficiencies. The primary sectors the company sells to include the manufacturing and industrial automation industries. The company was founded in 2016 and is based in Charlotte, North Carolina.

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.

Braincube provides AI data software and analysis for the manufacturing industry. The company offers a suite of business and expert applications, including an Industrial Internet of Things (IIoT) platform, that help manufacturers improve their operations by transforming data into usable information. It was founded in 2007 and is based in Issoire, France.

Datanomix is a company focused on providing real-time production monitoring solutions within the manufacturing sector. The company offers services that analyze and score live data from CNC machines to provide insights into production performance, with features such as condition detection and automated time studies for continuous improvement. Datanomix's solutions are designed to optimize overall equipment effectiveness (OEE), reduce tooling costs, and enhance production performance without requiring operator input. It was founded in 2016 and is based in Nashua, New Hampshire.

Deltia.ai focuses on helping productivity in manufacturing through artificial intelligence and computer vision technologies. The company's main offerings include capturing and analyzing manual shop-floor operations to provide actionable insights for process improvement. Its solutions cater to various manufacturing sectors, aiming to optimize assembly line performance and quality. The company was founded in 2022 and is based in Berlin, Germany.

Litmus specializes in industrial data operations, offering a suite of software products designed for smart manufacturing within the Industrial Internet of Things (IIoT) sector. The company provides a platform that facilitates device connectivity, data intelligence, and integration, enabling real-time analytics and the deployment of machine learning applications at the edge. Litmus primarily serves sectors such as aerospace, automotive, food and beverage, and healthcare, among others, with solutions aimed at improving operational efficiency and driving digital transformation. It was founded in 2014 and is based in Santa Clara, California.

Pulsar offers productivity monitoring and optimization solutions to small and medium-sized manufacturers. It offers wireless sensors and proprietary artificial intelligence algorithms to build production indicators for specific requirements and operations. The company was founded in 2020 and is based in Monterrey, Mexico.

SCW.AI specializes in digital factory solutions and supply chain optimization within the software as a service (SaaS) industry. The company offers a cloud-based platform that integrates IoT sensors and leverages machine learning and AI to automate data collection and decision-making processes on the shop floor. SCW.AI primarily serves regulated industries such as pharmaceuticals and food & beverage. It was founded in 2014 and is based in Princeton, New Jersey.

Sight Machine serves as a data platform for manufacturing, operating in the industrial technology sector. The company's main service is to unlock and analyze plant data to help manufacturers improve profitability, productivity, and sustainability. Its offerings include the continuous analysis of all assets, data sources, and processes from machine to enterprise level, enabling manufacturers to make better, faster decisions for improving production performance. Sight Machine primarily serves sectors such as paper and tissue, packaging, chemicals, food and beverage, automotive, glass, life sciences, and machine builders. It was founded in 2011 and is based in San Francisco, California.

ThinkIQ focuses on digital manufacturing transformation. The company offers a software-as-a-service (SaaS) platform to provide material traceability and insights to improve yield, quality, safety, compliance, and brand confidence. It primarily serves the manufacturing industry. It was founded in 2015 and is based in Aliso Viejo, California.