LRVHealth is the “Inside Healthcare” venture capital platform. LRVHealth’s investors include leading provider, payer, and vendor organizations, comprising a network that touches one in three healthcare consumers across the U.S. Together, this network collaborates to identify, invest in, and adopt innovative solutions to the industry’s most pressing needs. Founded in 2000 by an experienced team of healthcare investors, operators, and advisors, the LRVHealth team provides early stage capital, operating experience, and industry insights to build the next generation of great healthcare companies.

LRVHealth

The Hub Angels Investment Group is an angel group structured as a fund, with more than 100 members acriss its five funds.  Hub invests in technology-focused businesses primarily in the Boston area.  Through 2015, the Hub portfolio includes 38 investments in companies like Zipcar (IPO), CircleLending (acquired by Virgin Money), Intelligent Bio-Systems (acquired by Qiagen), Copiun (acquired by Good Technology), and Incentive Targeting (acquired by Google).  Between its funds and members, Hub has invested more than $25 million, with co-investors adding another $250 million. The Hub Angels Investment Group was founded in March 2000 and is headquartered in Boston, Massachusetts.

Hub Angels Investment Group

MassVentures meets critical capital needs in the Massachusetts innovation economy, providing seed and early-stage venture funding to high growth startups as they move from concept to commercialization. The Boston-based venture firm was formed in 1978 as a quasi-public corporation by the Legislature of the Commonwealth of Massachusetts, governed by an independent Board of Directors, and managed by experienced venture capitalists. Leveraging the entrepreneurial spirit, educated workforce, and centers of innovation in Massachusetts, MassVentures has a track record of success with early-stage ventures.

MassVentures

Bolt is a pre-seed venture firm investing where the digital and physical world intersect. Bolt invests early and with conviction, leading or co-leading the first round of financing in over 90% of our portfolio companies.  Bolt has invested in over 70 companies and is currently investing from our $70M Fund.

Bolt

Fastenal has grown from a single store to more than 2,700 locations, each providing tailored local inventory and personal service for our customers. As we've expanded across the world, we've retained a core belief in people and their ability to accomplish remarkable things - if given the opportunity. From this philosophy stems an entrepreneurial culture that challenges every employee to run their own business, create their own success, and rise up to become company leaders.  Backed by our global sourcing, quality, and logistics operations, each store is a local, one-stop source for a spectrum of OEM, MRO and Construction supplies.

Fastenal Company

Hyperplane Venture Capital is an investment firm focused on exceptional founders building machine intelligence and data companies. They partner with exceptional founders who are leveraging machine intelligence, sensor technology, and cloud computing to solve the world’s hardest problems uncovering the underlying structure for each problem and creating solutions at the nexus of perception, communication, intelligence, and insight. The company was founded by Vivjan Myrto, John Murphy and Brendan Kohler in 2015; and is headquartered in Boston, Massachusetts.

Hyperplane

Founded in 2010 by ex-software operators, Tola Capital is a venture capital firm that believes in the power of software and data to transform the way the world works. Our diverse team provides hands-on engagement to founders who build solutions with the potential for long-term, transformational change. We invest globally across multiple stages and exclusively target companies led by exceptional talent who are building essential software for enterprise customers.

Tola Capital

Firebolt Ventures is a venture capital firm based in Menlo Park, California. The firm focuses on early-stage and seed-stage investments in companies that operate within the industries involved with digital media, mobile, software, e-commerce, and information technology. Moreover, the firm takes an algorithmic approach to investing. Firebolt Ventures was started in 2014 by Cherian Mathew.

Firebolt Ventures

Teradyne (NYSE:TER) is a supplier of automatic test equipment used to test complex electronics used in the consumer electronics, automotive, computing, telecommunications, and aerospace and defense industries.

Teradyne

Ridgeline is a Memphis-based early stage venture capital firm that invests in technologies and businesses with the potential to transform large enterprises across both software and hardware.  The advantage of Ridgeline is their relationships with their strategic corporate limited partners (LPs) —including Fortune 500 companies FedEx, AutoZone, and Dollar General, all headquartered in Tennessee—representing foundational industries that impact the lives of many Americans every day. These strategic corporate LPs, through investing with Ridgeline, intend to drive innovation in their organizations by conducting meaningful pilots and proofs of concept with the firm’s portfolio. Ridgeline was established to identify, partner with, and serve founders as they prepare to go to market. The firm leverages its expertise and deep network to surround founders with the resources and relationships they need to navigate the fraught terrain between product potential and product market fit.

Ridgeline

MachineMetrics

MachineMetrics is an Industrial IoT analytics and machine monitoring platform that empowers customers through real-time data.Our fully automated manufacturing analytics solution provides visualizations of real-time manufacturing production data, predictive notifications, as well as historical analytics, allowing factory workers to make faster, smarter, more confident decisions based on real-time data. We've simplified IoT for the shop floor and are empowering manufacturers with the easiest to use and simplest to integrate software on the market. MachineMetrics is driving manufacturing efficiency by more than 20% on average for our customers.

MachineMetrics offers AI-driven data analytics and a machine monitoring platform for discrete manufacturers and machine builders. Machine data is collected through the industrial IoT platform and transformed into actionable insights using AI algorithms. The company provides an edge platform with plug-and-play connectivity. Data collected from sensors is sent to a cloud platform for processing in a centralized and secure location with remote access. This data can be accessed on MachineMetrics’ REST and GraphQl application programming interfaces (APIs).

Using data and automation to achieve 24/7 production.

Smart Factory

MachineMetrics – IoT for Industrial Manufacturing

MachineMetrics offers AI-driven data analytics and a machine monitoring platform for discrete manufacturers and machine builders. Machine data is collected through the industrial IoT platform and transformed into actionable insights using AI algorithms. The company provides an edge platform with plug-and-play connectivity. Data collected from sensors is sent to a cloud platform for processing in a centralized and secure location with remote access. This data can be accessed on MachineMetrics’ REST and GraphQl application programming interfaces (APIs).By integrating machine data across the factory floor, the IoT platform can monitor machines in real time, identify production inefficiencies and bottlenecks, and analyze the machines’ condition to alert about any maintenance issues. Along with built-in applications, apps can be custom-built by the manufacturer as well. Third-party applications for work or quality instructions can also be added to the platform.Key customers and partnershipsThe company’s partners include Saint-Gobain (a building and high-performance materials manufacturer), AWS, Synergy (a manufacturing industry solutions provider), and EpiCenter (a master systems integrator). Its customers range from small contract manufacturers to large international OEMs.

Avathon (formerly SparkCognition) offers a suite of AI-powered data analytics solutions for businesses, specializing in the industrial sector. The company’s offerings include: 1) Industrial AI Suite, which enables users to connect datasets with configurable AI models, identify and contextualize risks to equipment, analyze maintenance actions, monitor performance, and visualize multi-asset systems, without requiring coding experience, and 2) Visual AI Advisor, which leverages computer vision to analyze real-time data from existing camera infrastructure for a number of different use cases, such as safety monitoring, visual inspection, and machine monitoring.&nbsp;In May 2023, the company launched the Generative AI Suite, a solution specifically tailored for the industrial sector, which enables users to build and deploy custom large language models (LLMs) on either private or on-premise cloud environments. Users also autonomously augment data sets by generating text, images, audio, and other signals and create imagery for use in simulated real-world environments. It claims to&nbsp;reduce the foundational information needed for decision-making by up to 20x.Since 2021, the company has acquired a number of companies to further develop its product offering. This includes Indian visual AI startup&nbsp;<a href="https://sp-edge.com/updates/9370?industryIds=6">Integration Wizards</a> (March 2022) to expand its intellectual property (IP) portfolio to improve vision capabilities as well as digital knowledge platform Maana (July 2021), software developer for the renewable energy industry Ensemble Energy (May 2021), and financial technology company AIM2 (February 2021).&nbsp;<a href="https://sp-edge.com/updates/34997">In October 2024,&nbsp;</a>Avathon unveiled a new system-level AI platform that provides solutions for managing and monitoring critical industrial infrastructure. The AI platform addresses various industrial issues, including maximizing the uptime of capital-intensive assets, enabling efficient manufacturing ramp-up, and ensuring worker safety in industrial settings.&nbsp;Key customers and partnershipsSparkCognition’s clientele comprises large companies such as Boeing, Hitachi, and British Petroleum. It has also built partnerships with Google for cloud platform services, Hewlett-Packard Enterprise to offer AI predictive maintenance on HPE Edgeline Converged Edge Systems, and OSIsoft to integrate SparkCognition’s machine learning technology with OSIsoft’s PI system to improve data and process data analytics.&nbsp;

Avathon

Sight Machine offers a manufacturing data platform that captures and contextualizes data from factories to deliver a system-wide view of the manufacturing process as well as individual assets. The platform transforms raw plant data as well as data from machines of various manufacturers into a standardized data foundation and provides actionable insights for a range of use cases such as predictive maintenance, quality improvement, and capacity utilization. Users can analyze all assets, data sources, and processes by creating digital twins, thereby improving processes, quality, and productivity.&nbsp;In October 2022, Sight Machine introduced <a href="https://sp-edge.com/updates/13696?industryIds=6">Blueprint</a>, a tool developed in collaboration with NVIDIA and Microsoft, which uses AI for high-speed, automated data labeling. The company claims that this solution enables manufacturers to analyze up to 100x more of their data than traditional methods.&nbsp; Key customers and partnershipsSight Machine caters to at least 15 verticals, such as food and beverage, electronics, and automotive. Its global clientele includes Fortune 500 companies such as Nissan, Heineken, Westrock Co., and Asian Paints.&nbsp;<a href="https://sp-edge.com/updates/21955">In September 2023</a>, Sight Machine partnered with LS Electric, a power and automation solutions provider, to create an AI-driven Big Data analytics platform tailored for the manufacturing and energy sectors. In December 2023, the company went on to partner with Teamviewer, a remote collaboration solutions provider, to offer a joint product that combines the latter’s remote connectivity and industrial AR solutions with its real-time data and analysis for industrial processes.&nbsp;Sight Machine has established partnerships with large global companies such as Microsoft, Google, Databricks, Siemens, and AWS to integrate with their data analytics platforms and Fujitsu to help with wide deployments. In July 2023, the platform also became a certified Microsoft Cloud for Manufacturing partner and released Factory CoPilot, integrating its Manufacturing Data Platform with Microsoft Azure OpenAI Service to offer GenAI capabilities for manufacturing analysis and real-time insights. The company went on to launch the<a href="https://sp-edge.com/updates/33441"> Sight Machine connector for Databricks</a> (in September 2024), to integrate its manufacturing data platform with the latter’s data intelligence platform.

Sight Machine

Overview offers smart cameras and AI to enable users to monitor manufacturing equipment and robots and identify defects in real time before significant damage or downtime is incurred. The technology has a repository of machine data so that there is a traceable visual record of all units.&nbsp;With AI, the cause of production issues and quality concerns can be identified either on-site or remotely. The company claims over time, the deep learning computer vision algorithms allow for any sudden substantial increases in production and improved yields. Moreover, it reportedly offers 100% visual traceability and an over 99.9% uptime.&nbsp;Key customers and partnershipsAs of September 2024, the solution was used by a number of enterprises, including Schaeffler, ThermoFischer, Honda, Caterpillar, and Tyson.&nbsp;

Overview

Bright Machines combines robotics, machine learning, and computer vision to provide automation applications for the electronics manufacturing industry. Its flagship product is the “Bright Machines Microfactory,” a pre-integrated, programmable assembly line that can be deployed in existing and new production facilities. The Microfactory runs on the company's proprietary “Brightware” cloud-based software platform, offering a scalable solution that enables manufacturers to enhance supply chain resilience and adapt production capacity according to market demand. This software-defined manufacturing allows factories to change the products that they manufacture if needed. The company offers its service on a subscription-based microfactory-as-a-service (MaaS) business model.The company reportedly generated USD 83 million in revenue in 2021. In May 2021, Bright Machines reported that its revenue doubled each year since its inception (2018) and forecasts a 5-year CAGR (2020-2025) of over 84%.&nbsp;Key customers and partnershipsBright Machines served over 40 manufacturing companies as of October 2022.The company collaborated with Microsoft Azure in May 2024 to leverage the latter’s infrastructure to deliver a full-stack environment for all stages of the manufacturing lifecycle.The company also has distribution/sales partnerships with Anstar Corporation (April 2021), SMT Capital (April 2021), MaRC Technologies (May 2021), PAC Global (May 2021), Restronics (June 2021), <a href="https://sp-edge.com/updates/3618">BROCK Electronics</a> (June 2021), <a href="https://sp-edge.com/updates/4740">Murray Percival</a> (July 2021), <a href="https://sp-edge.com/updates/4412">Competitive Edge Manufacturing Equipment</a> (CEME; July 2021).Key competitors: None comparable (Bright Machines is the only company in the smart factory industry that offers microfactories-as-a-service, which combines intelligent software with adaptive hardware to automate manufacturing processes.)

Bright Machines

Augury offers AI-based predictive maintenance solutions. It uses wireless halo sensors to record the vibration, temperature, and magnetism of machines and upload them to the cloud, where AI will be used to diagnose faults and predict potential malfunctions. The system can predict failures and provide early, actionable insights on equipment status, allowing companies to plan maintenance more effectively. Augury offers Machine Health solutions for Critical Assets (MH CR) and Supporting Equipment (MH SE).&nbsp;Furthermore, it offers a warranty policy (one-of-a-kind in the predictive maintenance field) for up to USD 100,000 of repairs and replacements if the software fails to successfully predict machine faults. The company reported that its machine health (predictive maintenance) solutions can deliver an ROI of 3x–10x. In December 2023, the company launched a product loss guarantee solution, in partnership with HSB, which covers a broader range of production-related assets, including protection against production loss due to mechanical failures.&nbsp;In May 2022, <a href="https://sp-edge.com/updates/10286">Augury acquired Seebo,</a> another Israeli company that offers predictive quality and yield solutions for manufacturers to identify process-driven inefficiencies.&nbsp;Key customers and partnershipsAugury has built a customer base consisting of companies such as Hershey’s, Colgate-Palmolive, Grundfos, Heineken, Danone, and Bausch Health. The company announced an insurance plan for its customers in 2020, partly as a strategy to attract more customers. Augury’s Machine Health Solutions are integrated with PTC’s ThingWorx IoT through a partnership in July 2020 and are available in the PTC Marketplace. In October 2021, it partnered with Baker Hughes, a provider of energy technology solutions, which integrated Augury’s solutions into its System 1 software and asset performance management (APM) solutions. It went on to integrate Baker Hughes’ “Ranger Pro” wireless condition monitoring sensor and “Cordant” gateway into its platform in June 2024.&nbsp;In November 2023, <a href="https://sp-edge.com/updates/23991">Augury partnered with IFS Ultimo</a>, a provider of cloud-based enterprise asset management (EAM) solutions, to offer machine health monitoring and asset management workflows for industries. It went on to partner with DSV, a logistics solutions provider, in March 2024, to introduce a new Parts As a Service (PaaS) solution. The solution utilizes machine health to predict machine faults and enables users to automate the procurement of replacement parts.

Augury

Companies that provide robotic fleet management software, robotic automation software, and inspection software.

Companies that provide an industrial IoT platform across factories as the primary offering.

Companies that provide cobots, sorting/ picking robotics, modular production robotics, and microfactories.

Companies that focus on data analytics for operations streamlining and process optimization, and may offer predictive maintenance.

Companies that provide autonomous mobile robots (AMR) or self-driving vehicles (SDV) used in manufacturing/ factory operations.

Companies that monitor the manufacturing equipment and assembly lines.

Companies that provide predictive maintenance as a primary offering. 

Creates digital twins of assets and processes to help manufacturers improve processes, quality, and productivity

Connected devices, sensors, IoT, and analytics are used to optimize factory operations

Uses advanced robotics, AMRs, and related software to improve the efficiency of factory operations

Uses connected devices and sensors to gather data—IIoT, predictive analysis, and equipment inspection

Uses AI/ML to analyze data for predictive maintenance and AI-based vision systems for line inspections

5G standard allows for faster reaction times and supports high connection densities

Uses edge computing for data processing at the edge

Some companies in the predictive maintenance space uses generative AI to generate possible alternative scenarios

MachineMetrics

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