NEURA Robotics

Neura Robotics develops robotic assistants used in both industrial and daily settings to enhance robots' cognitive abilities. These robots cooperate with humans in a natural way and adapt autonomously to changes in the environment while performing a task to help companies from medicine technologies to home automation, and food production accelerate production processes.

NEURA Robotics is a Germany-based developer of cognitive cobot named “MAiRA.” MAiRA utilizes sensors and AI to perceive its environment and interact with humans. It can be trained to recognize and identify objects and can be combined with multi-sensing autonomous vehicle technology for mobility. It has a range of applications in various sectors, including retail, healthcare, laboratories, and logistics.&nbsp;

Speeding up sales, cutting costs, and preparing for the future of retail—whether brick-and-mortar or online.

Retail Industry Robots

NEURA Robotics, headquartered in Germany, specializes in the development of collaborative robots (cobots). NEURA Robotics' product lineup offers a range of industrial uses, such as assembly, charging, dispensing, finishing, material handling, machine operation, packaging, and pick-and-place tasks. NEURA Robotics' line of cobots comprises 1) “MAiRA,” which serves as an intelligent assistant for manufacturing and laboratory settings; 2) “MAV,” an autonomous indoor navigation vehicle, 3) “LARA,” a versatile robotic assistant that combines industrial performance with a user-friendly interface, 4) “MiPA,” a multi-purpose assistant that has industry-leading sensors and AI to facilitate safe interaction with humans and task automation, and 5)&nbsp; “4NE-1,” a humanoid robot that can perform complex tasks across various domains, designed to interact naturally with humans. Its robots are interconnected through the “NEURAverse” platform, which facilitates flexible and cost-efficient automation.&nbsp;

Using data and automation to achieve 24/7 production.

Smart Factory

NEURA Robotics on LinkedIn: #automateshow2024

NEURA Robotics is a Germany-based developer of cognitive cobot named “MAiRA.” MAiRA utilizes sensors and AI to perceive its environment and interact with humans. It can be trained to recognize and identify objects and can be combined with multi-sensing autonomous vehicle technology for mobility. It has a range of applications in various sectors, including retail, healthcare, laboratories, and logistics.&nbsp;MAiRA’s retail applications include floor cleaning, inventory monitoring, and restocking shelves.&nbsp;In <a href="https://sp-edge.com/updates/22585">October 2023, </a>NEURA Robotics announced plans to expand operations to US and Japan.

RADAR provides an integrated hardware and software solution powered by RFID with computer vision technology for automated inventory monitoring and autonomous checkout for retailers. The company’s technology was developed in-house, using proprietary signal processing technology and location algorithms.RADAR’s inventory monitoring solution provides real-time inventory insights and can reportedly track inventory location with slight movements. It enables retailers to track customer interactions with inventory, down to item levels.&nbsp;RADAR’s software also uses computer vision and RFID to monitor customer-product interactions within the stores and maintains a virtual cart of items picked up by customers, facilitating automated checkouts.&nbsp; &nbsp;&nbsp;Key customers and partnershipsAs of August 2023, the company had implemented its platform across over 1,000 stores.

RADAR

Based in France, Exotec develops an automated order picking system named “Skypod” for retailers, which is capable of prioritizing orders for optimum responsiveness by automating the movement of goods from bin storage to workstation.The company’s Deepsky software uses mathematical models to control its fleet of bin-carrying robots to ensure continuous activity. Deepsky software can be integrated with Exotec’s software and third-party automation equipment. It can also collect data for improved performance visibility. The Skypod system can be integrated with the rest of the warehouse logistics chain or used as a standalone fulfillment system.Key customers and partnershipsExotec’s retail customer partnerships include retailers such as Carrefour, Ariat, Supplyweb, Cdiscount, and Monoprix. As of April 2023, Exotec had deployed 5,000 Skypod robots.Exotec partnered with Advanced Handling Systems (AHS), a system integrator and provider of material handling and storage systems, to deploy Exotec’s solution in North America. AHS has deployed Exotec’s solutions for Ariat International, Comoto Holdings, and Gymshark.

Exotec 

Chile-based Zippedi provides autonomous mobile robots for inventory fulfillment and store management via its robot Bruno. The robot is 70 centimeters tall, weighs 30 kilos, and uses&nbsp; AI to detect insufficient inventory, incorrect price labels, and misplaced items. Bruno is equipped with high-resolution cameras and various sensors for generating real-time information.&nbsp;In July 2020, the company introduced more features to help retailers better manage their inventory by adding a mapping feature for third-party platforms enabling them to identify the specific aisle to pick up items using their app. Zippedi also allows integration with third-party platforms. In January 2023, Zippedi launched Bruno App to enable retail employees to manage Bruno using their mobile devices.Key customers and partnershipsAs of January 2023, Zippedi’s Robots were available in 200 stores across North and South America, with plans to expand deployment to Australia and Germany. Bruno was initially deployed in five supermarkets in Chile in October 2019, including Cencosud,&nbsp; Tottus, Home Center, and Walmart.In <a href="https://sp-edge.com/updates/29105">April 2024</a>, Zippedi teamed up with supermarket chain SMU to deploy autonomous mobile robots (AMR) at Unimarc supermarkets. Zippedi planned to roll out the technology in six Unimarc stores across Chile.

Zippedi

BrainCorp is a software development company that specializes in AI systems for the autonomous robotic industry. The company develops specialized operating systems for autonomous robots, integrated with advanced machine learning and computer vision systems. The company’s pre-product work was doing R&amp;D for Qualcomm Inc. and the US Defense Advanced Research Project Agency (DARPA).&nbsp;&nbsp;Brain Corp’s key product offerings solutions include autonomous inventory management, which utilizes computer vision and RFID technology to monitor shelf inventory and generate inventory insights; “BrainOS Inventory Insights,” the company’s proprietary in-store inventory analytics solution; and inventory scanning robots to generate actionable inventory insights such as shelf-restock alerting, price tag compliance alerting, planogram compliance, and task management automation. The comapny’s solution utilizes Google Cloud's Vertex AI Vision models. In <a href="https://sp-edge.com/updates/26301">January 2024</a>, Brain Corp announced the launch of its “BrainOS InventoryAI Suite,” a suite of AI-powered inventory analytics solutions that enables retailers to integrate inventory intelligence into their operations.Brain Corp’s Floor Care solutions utilize advanced cameras and LiDAR sensors to manage fleets of floor cleaning autonomous mobile robots. Brain Corp’s technology also powers Inventory Scan, a floor-scrubber robot integrated with shelf analytics technology developed in partnership with Tennant. In January 2022, the company introduced BrainOS Mobile, which directly connects operators and managers with their BrainOS-powered robotic fleets. In September 2023, it launched <a href="https://sp-edge.com/updates/21622">Site Maps,</a> a feature that provides visual representations of a facility's environment and insights into site operations.Key customers and partnershipsAs of March 2024, BrainCorp had over 32,000 robots subscribed to the company’s BrainOS platform across autonomous floor scrubbing, autonomous vacuuming, and autonomous inventory scanning segments. In October 2022, Sam’s Club deployed floor-scrubber robots integrated with Brain Corp’s inventory scanner technology across 600 stores.&nbsp;BrainCorp’s operating systems power 1) Whiz, an autonomous vacuum cleaner sold by Softbank robotics and ICE Robotics, 2) Inventory Scan, and 3) <a href="https://sp-edge.com/updates/26301">Dane AIR</a>; an autonomous inventory scanning robot developed by Dane Technologies.&nbsp;It also announced the adoption of <a href="https://sp-edge.com/updates/10838?industryIds=17">Google Cloud</a> in May 2022 as the core technical infrastructure to manage its autonomous mobile robot (AMR) fleets to offer data integration and reporting capabilities to users. The company also has a partnership with JRTech Solutions, Canada's largest Electronic Shelf Labels (ESL) provider, to distribute BrainOS Sense Suite in Canada (<a href="https://sp-edge.com/updates/35635">October 2024</a>).

Brain Corp

Cosmose offers a customer analytics platform that helps in analyzing and predicting customer off-line shopping behavior. The company keeps track of the offline shopping behavior of over 1 billion people, using artificial neural networks to predict who is likely to visit a store. The platform provides insights on customers that did not make a purchase, window shoppers, and the customers that went into the fitting room (in fashion retail) but did not buy anything. Users can also connect with competitors’ customers as well to analyze their behavior. In order to protect the privacy of consumers, the company uses alphanumeric IDs named OMNIcookies which do not collect personal information. The company has offices in Europe and Asia.Key customers and partnershipsThe majority of the company’s customers are from China and Japan which includes Walmart, Marriott, Samsung, LVMH, and Shu Uemura. As of April 2023, Cosmose’s technology was used in over 20 million venues in Asia.In April 2023, Cosmose announced plans to apply Web3 principles to advance the company’s retail ecosystem as part of a strategic partnership with NEAR Foundation, a Web3 technology company.

Cosmose

Companies developing robots that offer directions, assist with queries, and provide in-store entertainment to customers while providing insights on customer behavior. 

Companies that develop autonomous cleaning and sanitation robots for use in retail floors. 

Companies developing stock counting, price tagging, and consumer data aggregation robots mainly targeted for use in supermarkets and department stores.  

Companies developing robotic technology for automated online order preparation solutions and micro-warehousing centers designed to assist SME retailers with order fulfillment.

Companies in “customer analytics” and “inventory management” often use technologies such as AI and ML

Almost all companies operating in micro fulfillment and floor cleaning segments use robotics

Companies in "customer analytics" and "inventory management" often makes use of technologies such as IoT

Compared with 4G, 5G is better suited for heavy density of professional service robots

NEURA Robotics, headquartered in Germany, specializes in the development of collaborative robots (cobots). NEURA Robotics' product lineup offers a range of industrial uses, such as assembly, charging, dispensing, finishing, material handling, machine operation, packaging, and pick-and-place tasks. NEURA Robotics' line of cobots comprises 1) “MAiRA,” which serves as an intelligent assistant for manufacturing and laboratory settings; 2) “MAV,” an autonomous indoor navigation vehicle, 3) “LARA,” a versatile robotic assistant that combines industrial performance with a user-friendly interface, 4) “MiPA,” a multi-purpose assistant that has industry-leading sensors and AI to facilitate safe interaction with humans and task automation, and 5)&nbsp; “4NE-1,” a humanoid robot that can perform complex tasks across various domains, designed to interact naturally with humans. Its robots are interconnected through the “NEURAverse” platform, which facilitates flexible and cost-efficient automation.&nbsp;The company integrates AI with advanced sensor technology, which enables its robots to perceive their environment, interact autonomously with humans, and adapt to changes in real time.&nbsp;Its products are available on a subscription-based robotics-as-a-service (RaaS; rental) business model.Key customers and partnershipsNEURA Robotics partnered with Omron Robotics, an industrial automation specialist, in April 2024, to combine NEURA's cognitive platform and AI technologies with Omron's sensors, controllers, and safety systems to create plug-and-play automation solutions for Omron.

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

DISRUPTOR_PRESENT

German AI and robotics solutions provider, NEURA Robotics, has secured EUR 15.1 million in funding from InterAlpen Partners. The company plans to use the investment to break into the US market, improving its products, research capabilities, team, and market presence. NEURA Robotics is focused on developing innovative collaborative robots (cobots) with advanced sensory capabilities. These cobots use reflexive sensory processing to perform autonomous and predictive actions. Their flagship product, MAiRA, is the world's first cognitive cobot, integrating AI and robotics to enable autonomous operations and human interaction. NEURA Robotics' technology has wide-ranging applications in manufacturing, hospitality, and elder care sectors.

NEURA Robotics

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