Bowery Capital is an early-stage venture capital investor focused exclusively on founders looking to modernize business through technology. As more and more internet natives drive purchasing decisions, Bowery Capital believes that roughly $468B will change hands over the next 10 years as old products are replaced with new. In addition, the firm believes that the key ingredient to early success is revenue and customer growth, and as such provides various products and services through their Acceleration Team that portfolio companies can leverage to develop a strong early base. This combination of a focused thesis and support system are the cornerstones of Bowery Capital's investment approach. For more information visit: www.bowerycap.com or find us on Twitter at: @BoweryCapital.

Bowery Capital

Sinovation Ventures is a full-service venture capital firm that actively invests in the Chinese technology market.

Sinovation Ventures

Fantail Ventures invests in and advises early-stage companies in the fields of data and analytics, digital media, e-commerce, fintech, and wellness.

Fantail Ventures

Innovation Endeavors is an early-stage venture capital firm that invests in cutting-edge technologies to drive generational change in order to solve problems that matter. The firm’s central investment thesis, the Super Evolution, combines data, computational capacity, and advanced engineering to transform a range of industries including engineering health, climate, computing infrastructure, intelligent software, the physical economy, and more. Its investments include Afresh, AlphaSense, Atom Computing, Color, Gatik, Eikon Therapeutics, Fabric, Homelight, Kong, Formlabs, Panther, Planet, Replica, SoFi, Uber, Upstart, Vicarious Surgical, and more. For more information, visit www.InnovationEndeavors.com.

Innovation Endeavors

DI Technology (DIT) invests in early growth B2B technology companies aross Europe and selectively the US. We have unparalleled access to senior executives, board members and company owners which are deeply connected in the entrepreneurial ecosystem of the D/A/CH region and beyond. We actively leverage these networks to the benefit of our portfolio companies. DI Technology is part of Deutsche Invest, an entrepreneurial alternative asset management platform with over EUR 4.0 bn in assets under management. The platform allows us to facilitate larger growth rounds beyond our fund investments to support our portfolio companies all the way through.

DI Technology

Asymmetric Capital Partners (''Asymmetric'') is a venture capital firm investing in pre-seed and seed stage companies with a focus on B2B SaaS, marketplaces, digital health, and fintech. The firm was founded in 2021 by Rob Biederman and currently invests from its Fund I with $105 million in assets under management. Asymmetric seeks to partner with disruptive technology and internet companies by offering founders and limited partners transparent, research-driven, and operator-centric capital. The firm uses a thesis-driven approach to preemptively identify opportunities and back visionary leaders seeking to disrupt large markets. The firm’s team members are spread across San Francisco, New York, and Boston.

Asymmetric Capital Partners

Climate Investment focuses on delivering the transition to lower carbon emission energy sources. The leaders of the ten major oil and gas companies are committed to the direction set out by the Paris Agreement on climate change. They support its agenda for global action and the need for urgency. Through their collaboration in Oil and Gas Climate Initiative (OGCI), they can be a catalyst for change in their industry and more widely. OGCI aims to increase the ambition, speed and scale of the initiatives they undertake as individual companies to reduce the greenhouse gas footprint of their core oil and gas business – and to explore new businesses and technologies.

Climate Investment

Blackhorn Ventures is an early-stage venture firm that invests in companies using cutting edge engineering to improve resource productivity. The firm was founded in 2016 and is headquartered in Denver, Colorado.

Blackhorn Ventures

Fero Labs

Fero Labs is an actionable machine learning software for improving processes and increasing the quality of manufacturing facilities. Fero Labs prides itself on increasing factories’ profits by combining their existing data with the latest advances in the field of data science. By utilizing Fero, the automated machine learning software, Fero Labs’ customers understand the root causes of the problems leading to process and quality issues. Armed with new insights into their production, factories resolve the underlying issues leading to continuous process improvement. It was founded in 2015 and headquartered in New York, United States.

Fero Labs provides manufacturing process optimization software solutions. It offers software that allows factory workers—even those without a background in data science—to analyze data and find solutions to problems. Process engineers can simulate intricate processes and gain insights into enhancing their efficiency by identifying the main causes of problems within their plants, allowing them to make necessary adjustments to ensure that their plants are not only efficient but also environmentally responsible.&nbsp;

Using data and automation to achieve 24/7 production.

Smart Factory

Fero Labs named 2024 Technology Pioneer by World Economic Forum for Trailblazing Profitable Sustainability in Industrial Optimization

Fero Labs provides manufacturing process optimization software solutions. It offers software that allows factory workers—even those without a background in data science—to analyze data and find solutions to problems. Process engineers can simulate intricate processes and gain insights into enhancing their efficiency by identifying the main causes of problems within their plants, allowing them to make necessary adjustments to ensure that their plants are not only efficient but also environmentally responsible.&nbsp;According to Fero Labs, its software has revealed savings exceeding USD 20 million for customers and had led to a reduction of more than 100,000 tons of industrial carbon emissions as of June 2023.&nbsp;Key customers and partnershipsAs of September 2024, &nbsp;Fero Labs’ notable customers include ABB, Covestro, Gerdau, Henkel, Celsa Nordic, Uniper and Ford.&nbsp;

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

Fero Labs

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