Members directory

Arch Systems

Arch builds modular connected systems that free data trapped in factories, equipment, and in the world around us. Accessing this data allows companies to measure, understand, and optimize their resources, and leads to a more connected and sustainable Earth. Arch Systems is an Industrial IoT company originally out of Stanford University. We specialize in connecting legacy manufacturing equipment to the cloud. Our technology makes it easy to retrofit both new and legacy machines, across vendor types and models, to extract data and transform it into insights. This solution is particularly ideal where you have a mix of machines and people with manual and semi-manual operations. Machine utilization (up time vs down time), performance (counting every piece, counting operations and validating patterns, etc.), anomaly detection, and predictive maintenance are all available. Arch can be the cornerstone of a new Industry 4.0 solution, or we can integrate this data with in-house systems to accelerate existing Industry 4.0 or automation initiatives.


Augury is leading the way in the digitization of manufacturing organizations by providing the foundational element of AI-based machine health and performance insights in real-time. Augury?s full-stack IIoT solution and turnkey approach uncovers machine health blindspots and provides value to industrial customers from day one and drives scalable performance from the plant to the global level. Our solution drives meaningful impact for our manufacturing customers by dramatically reducing unplanned downtime, increasing asset and workforce optimization, and reducing overall inventory and asset care costs. Augury?s Machine Health solutions create a real-time, prescriptive source of truth for the health and performance of industrial assets. From the plant floor to the executive office, we provide insights to help you transform the way you manage and maintain your critical assets by predicting and preventing machine failures.

Bosch Machines

Industry 4.0 is when factories can be adapted to any requirements and learn independently at the same time. For Bosch, the secret here is to combine the best of people, data, and machines. And while artificial intelligence and advanced algorithms make processes simpler, more efficient, and more flexible, people still have full control over everything that happens.


Since 1925, Caterpillar Inc. has been helping our customers build a better world ? making sustainable progress possible and driving positive change on every continent. With 2019 sales and revenues of $53.8 billion, Caterpillar is the world?s leading manufacturer of construction and mining equipment, diesel and natural gas engines, industrial gas turbines and diesel-electric locomotives. Services offered throughout the product life cycle, cutting-edge technology and decades of product expertise set Caterpillar apart, providing exceptional value to help our customers succeed. The company principally operates through three primary segments ? Construction Industries, Resource Industries and Energy & Transportation ? and provides financing and related services through its Financial Products segment.

Element Analytics

Element empowers industrial organizations to easily use data and rapidly extract valuable insights. Our solutions help industrial businesses achieve new levels of operational performance. The Element AF Accelerator solution builds enterprise-ready OSIsoft PI AFs in as little as 30 days. You can contextualize PI System data together with metadata from any source such as transactional data from SAP and IBM Maximo, to auto-generate PI AFs. By combining the power of AssetHub, our PI AF experts, and a proven industrial data methodology, you can reduce the burdensome tasks involved in manipulating data to create flexible, smarter AFs by up to 90% faster than using spreadsheets. Element AssetHub is a data hub specifically built to handle the nuances of industrial data - including real-time sensor data, static information such as limits, and physical relationships. AssetHub enables you to connect to varied asset-related data sources - including OSIsoft PI Servers - harmonize and contextualize the data, then share the data and asset models with all data consumers. At the core of AF Accelerator is AssetHub - Industrial-grade cloud software that contextualizes any asset data to build unlimited PI AFs across the organization. Element AssetHub connects, manages, and shares asset data across the enterprise by developing Asset Twins ? dynamic digital representations of equipment. With Element, any person or system can have a 360-degree view of every asset.

Fero Labs

Oden Technologies is the intelligent industrial automation company, empowering manufacturers to embrace Industry 4.0 and achieve perfect production. Oden provides complete visibility into all the production processes in real-time. It wirelessly collects data from any machine, integrates it with third-party systems and delivers instantaneous insights leading to effective quality control, timely maintenance and lower machine downtimes, optimized operations, and higher customer satisfaction.

GE Machines

Every day millions of people feel the impact of our intelligent devices, advanced analytics and artificial intelligence. As a leading global medical technology and digital solutions innovator, GE Healthcare enables clinicians to make faster, more informed decisions through intelligent devices, data analytics, applications and services, supported by its Edison intelligence platform. With over 100 years of healthcare industry experience and around 50,000 employees globally, the company operates at the center of an ecosystem working toward precision health, digitizing healthcare, helping drive productivity and improve outcomes for patients, providers, health systems and researchers around the world. deploys real-time cloud based applications for factories and industrial facilities around the world. With a proprietary industrial operating system, integrates legacy data, streamlines deployments of new Industrial IoT assets, and hosts model predictive control algorithms.'s professional services team deploys these new technologies as end-to-end solutions to ensure a successful path toward digital transformation and resource efficiency. We drive novel, impactful, and quantifiable business outcomes at continuous scale. We are accelerating this industrial revolution.

Oden Technologies

Oden Technologies is the intelligent industrial automation company, empowering manufacturers to embrace Industry 4.0 and achieve perfect production. Oden provides complete visibility into all the production processes in real-time. It wirelessly collects data from any machine, integrates it with third-party systems and delivers instantaneous insights leading to effective quality control, timely maintenance and lower machine downtimes, optimized operations, and higher customer satisfaction.


Founded with a vision of making industrial machines smarter, Petasense is an Industrial IoT startup based in Silicon Valley. The company offers an end-to-end solution ? comprised of a patent-pending wireless vibration sensor, cloud software and machine learning analytics ? that helps with asset reliability and predictive maintenance. Customers are able to monitor, assess and predict the health of their critical machines in real-time. This helps them reduce unplanned downtime and lower repair costs. Petasense's clients include industry leaders like JLL, C&W Services, Silicon Valley Power and Stanford University. Petasense is backed by True Ventures, Felicis Ventures and top angel investors. The company is founded by serial entrepreneurs, Abhinav Khushraj and Arun Santhebennur, who have 25 years of combined experience in building enterprise companies, with degrees from MIT and IIT.

Relayr Machines

The Industrial Internet of Things (IIoT) powerhouse delivering the most complete solution for risk-free digital transformations. Unleashing data insights from existing equipment, machines and production lines to improve our customers? business outcomes. Relayr enables industrial companies to shift from CAPEX- to OPEX-based offerings to their respective markets, providing a unique combination of first-class IIoT technology and its delivery with powerful financial and insurance offerings -- all from a single source trusted by hundreds of companies worldwide. With the help of Relayr, manufacturers, operators, and service companies for industrial equipment are empowered to implement fully interoperable IIoT solutions guaranteed to achieve their target business outcomes. IIoT solutions allow the optimization of the effectiveness of the operation. The overall effectiveness results from the combination of different improvements, all deriving from the constant access to a stream of data collected from the machines. The analysis of this data can make processes more efficient, improve the control of the life cycle of the machines, reduce maintenance costs and unplanned downtimes. Overall Equipment Effectiveness (OEE) is at the centre of all production line optimization journeys. Relayr?s engineering health experts will diagnose hidden issues, remedy problems and prescribe improvements to your production lines. Data won from relayr?s sensor retro-fitting and the processed data from the existing PLCs are combined and visualized to help operators quickly identify and eliminate faulty or underperforming sections of the line process. Intimate details of the processes and the machines reveal information on how to improve production and product quality, reduce maintenance costs, increase productivity (machine uptime) and reduce costs related to unplanned downtime.

Siemens Machines

For more than 170 years, Siemens AG (Berlin and Munich) has stood for innovative strength, a passion for technology, sustainability, responsibility and an uncompromising commitment to quality and excellence. As a globally operating technology company, we?re rigorously leveraging the advantages that our setup provides. To tap business opportunities in both new and established markets, our businesses are bundled into eight divisions and healthcare as well as wind power as separately managed businesses. MindSphere is the cloud-based IoT open operating system from Siemens. It connects products, plants, systems, and machines, enabling you to harness the wealth of data with advanced analytics. In addition, it gives access to a growing number of apps and a dynamic development ecosystem. MindSphere works with all popular web browsers. Its capabilities and services are designed to accommodate users at different stages of IoT maturity, along a phased path toward digitalization with targeted outcomes. With its capabilities and its dedicated cockpits for app developers and operators, MindSphere makes it quick and easy to set it up and profit from the IoT. With MindSphere, Siemens invites you to begin working with a powerful industrial SaaS operating solution to provide unique IoT solutions and services. MindSphere creates a powerful platform with a thriving marketplace for a fast-expanding range of IoT solutions and services. As the trusted partner for the industrial world, Siemens MindSphere enables you to drive your business success by understanding the things that matter. You need to connect all of your machines and aggregate the relevant data into one system to can perform concise and powerful analysis, optimize your processes, reduce costs, and accelerate your time to market. With the help of a strong and secure IoT solution that offers scalability, global IoT connectivity, and an easy application deployment process, you can make reasoned decisions. With its integrated solution, Mendix for Mindsphere, you can accelerate the time-to-value for industry and create low code applications and accelerate the time-to-value for industry investments.

Sight Machine

Sight Machine is the category leader for manufacturing analytics and used by Global 500 companies to make better, faster decisions about their operations. Sight Machine's analytics platform, purpose-built for discrete and process manufacturing, uses artificial intelligence, machine learning, and advanced analytics to help address critical challenges in quality and productivity throughout the enterprise. The platform is powered by the industry?s only Plant Digital Twin, which enables real-time visibility and actionable insights for every machine, line, and plant throughout an enterprise. Founded in Michigan in 2011 and expanded to the Bay Area in 2012, Sight Machine fuses the spirit of Silicon Valley technology innovation with rock-solid Detroit manufacturing. Our team includes the founders of Slashdot along with leadership from early Yahoo, Palantir, Tesla, Cisco, IBM, McKinsey, and Apple.

Tulip Interfaces

With Tulip, the manufacturing app platform, manufacturers create applications that increase the productivity of their teams, the quality of their output and the efficiency of their operations. Companies use Tulip to digitally transform their shop floors in days, and gain real-time visibility into the people, machines and processes involved in the production. Manufacturers of all sizes, across industries including consumer electronics, aerospace and defence, contract manufacturing, automotive, apparel, medical devices and more, have implemented Tulip?s intuitive software and hardware platform to solve some of manufacturing?s most pressing challenges. Companies use Tulip to digitize paper-based processes, integrate industrial IoT (IIoT) technologies with legacy factory machines, capture and analyze real-time production floor data, and more. Tulip?s app builder lets you create user-friendly apps without writing code. Build your own apps from scratch or customize any of our 20+ app templates including Visual Work Instructions, Production Visibility and Machine Monitoring. Tulip?s plug and play IoT makes it easy to connect your machines, sensors and smart tools to the apps you build; real-time analytics give you actionable shop-floor visibility and connectors make it easy to integrate with your existing systems, databases and software.