Neo is a mentorship community and VC fund that brings together a diverse group of tech veterans to accelerate tomorrow's leaders.

Khosla Ventures invests in companies that are bold, early, and impactful. The firm was started in 2004 by Vinod Khosla, co-founder of Sun Microsystems, to provide venture assistance to entrepreneurs. Khosla Ventures invests in a range of areas including AI, climate, sustainability, enterprise, consumer, fintech, digital health, medtech and diagnostics, therapeutics, and frontier technology.

Khosla Ventures

Calibrate Ventures is an early-stage venture capital firm investing in start-ups. The firm is a partner-only firm with no junior investment professionals. It leverages a community of investors, founders, and partners who help deliver powerful results. Jason Schoettler and Kevin Dunlap co-founded it in 2016 in Pasadena, California.

Calibrate Ventures

1984 Ventures is an early-stage venture capital firm that seeks to invest in fintech, healthcare, SaaS, e-commerce, and consumer sectors.

1984 Ventures

Sequoia is a venture capital focused on energy, financial, enterprise, healthcare, internet, and mobile startups. The firm helps a small number of daring founders build legendary companies. It spurs them to push the boundaries of what’s possible. The firm seeks to invest in all sectors with a focus on energy, financials and financial services, healthcare and healthcare services, Internet, mobile, outsourcing, and technology.

Sequoia Capital

Mayo Clinic, a not-for-profit medical group practice, provides medical care, research, and education services. It offers medical care services in various specialties, including diabetes and endocrinology, gastroenterology, gynecology, cancer, neurology and neurosurgery, orthopedics, pulmonology, rheumatology, nephrology, urology, and cardiology and heart surgery.

Mayo Clinic

Fuel Capital is an early-stage venture fund dedicated to being more than a source of capital - we want to be true confidantes to every founder in the Fuel family. We stand in our founder’s corner, not their kitchen. We leverage our resources, connections, experience, and expertise to carve a shortcut for them - so their energy is spent on building the future, instead of knocking on doors.  Fuel was founded in 2013 by Chris Howard. Leah Solivan, founder of TaskRabbit, joined as a General Partner in 2017.  We invests in consumer, business software and cloud/ infrastructure companies. With a strong track record - including investments in 8 unicorns (Convoy, Flexport, Figma, Pacaso, Lattice, Highspot, thredUP, and Weave), several recently acquired companies (CTRL-Labs - acquired by Facebook, CoreOS - acquired by RedHat, Nervana - acquired by Intel, Hightower - acquired by View the Space), as well as numerous up-and-coming companies - Fuel has rightfully earned the reputation of being one of Silicon Valley’s leading seed funds.

Fuel Capital

MVP Ventures was founded in 2020 with the realization that a rethought model for venture investing could unlock significantly greater returns. With the help of its proprietary data-driven sourcing engine and value-add focus, the firm invests as the 2nd-largest check into early-stage deep tech teams building differentiated and defensible technology across software and hardware — with no ownership restrictions.

MVP Ventures

General Catalyst is a venture capital firm that provides early-stage and growth equity investments. The company provides ongoing momentum that accelerates ideas, careers, and companies toward standout success.

General Catalyst

Founded in 2000, Industry Ventures is an investment firm that focuses on making venture capital investments. The firm makes investments through secondary opportunities, primary fund investments and direct co-investments in venture-backed companies. The firm has $3.5B in AUM and is headquartered in San Francisco, California.

Industry Ventures

Lux Capital manages over $5 billion in assets focused on founding, seed, early-stage, and growth investments at the intersection of technology and the sciences. Lux takes an active role in helping entrepreneurs build successful businesses in high-growth sectors. Its investment team has built over 20 companies from scratch. Lux's investment strategy ensures portfolio companies are better connected, have a deeper insight, and command industry leadership faster than their competitors.

Lux Capital

Bison Ventures is a venture capital firm that invests in early-stage frontier technology firms that aim to make people and the environment healthier. Bison collaborates with entrepreneurs who use cutting-edge research and technology.

Bison Ventures

Collaborative Robotics

Collaborative Robotics is a team of innovators and builders redefining the future of human-robot interaction. A future in which robots are trustworthy extensions of the environment. They operate, adapt, and react in response.

Collaborative Robots (also known as Cobot), founded by Brad Porter, former vice president and engineer of Amazon Robotics, develops a novel type of mobile manipulator robots designed to work alongside humans in various industries. Cobot's robot is described as human-capable but not humanoid, with a design that allows it to move boxes, totes, and carts more efficiently than humanoid robots.&nbsp;

Using data and automation to achieve 24/7 production.

Smart Factory

Collaborative Robotics hires a former Amazon AI leader, opens Seattle office after $100M round

Collaborative Robots (also known as Cobot), founded by Brad Porter, former vice president and engineer of Amazon Robotics, develops a novel type of mobile manipulator robots designed to work alongside humans in various industries. Cobot's robot is described as human-capable but not humanoid, with a design that allows it to move boxes, totes, and carts more efficiently than humanoid robots.&nbsp;The robot is just under six feet tall, can carry up to 75 pounds, and can move carts with payloads up to 1,500 pounds. It features a four-wheeled omnidirectional base with a swerve-drive design and a central structure for acquiring, carrying, and placing items.The robot is designed to be more cost-effective and easier to deploy than traditional automation solutions, with 70% of its parts being off-the-shelf components. Cobot's technology combines hardware with advanced AI and machine learning capabilities for navigation and task learning.Key customers and partnershipsAs of April 2024, the company’s product was in trials with several pilot customers.Key competitors: None comparable (Collaborative Robots is the only startup with the Smart Factory industry that offers mobile manipulator robots.)

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

<div>
 
 Collaborative Robotics, a cobots manufacturer, secured USD 100 million in a Series B funding round. General Catalyst led the round, with Bison Ventures, Industry Ventures, Lux Capital, Sequoia Capital, Khosla Ventures, and Mayo Clinic also participating. The company's total funding now exceeds USD 140 million.
 
Plans for the raised funds include increasing the company's employee base and enhancing its commercial deployments.
 
</div>

Collaborative Robotics

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