Overview
Supplier SloganFull-Stack Development Platform for the Internet of ThingsExcel your digital future todayIndustrial IoT Data Platform
HQ LocationChinaUnited StatesUnited StatesUnited StatesChinaIndia
Year Founded201220091985200420062019
Company TypePublicPrivatePrivatePrivatePrivatePrivate
Stock TickerNASDAQ: ALTR
Revenue$10-100m$100m-1b$100m-1b$10-100m$10-100m< $10m
Employees51 - 200201 - 1,0001,001 - 10,000201 - 1,00011 - 50< 10
Website Open website Open website Open website Open website Open website Open website
Company Description
Founded in 2012, Kingsoft Cloud is the leading cloud service provider in China. Since establishment, Kingsoft Cloud is devoting on providing customer safe, reliable, stable and high-quality cloud computing services.
C3 IoT provides a full-stack IoT development platform (PaaS) that enables the rapid design, development, and deployment of even the largest-scale big data / IoT applications that leverage telemetry, elastic Cloud Computing, analytics, and Machine Learning to apply the power of predictive analytics to any business value chain. C3 IoT also provides a family of turn-key SaaS IoT applications including Predictive Maintenance, fraud detection, sensor network health, supply chain optimization, investment planning, and customer engagement. Customers can use pre-built C3 IoT applications, adapt those applications using the platform’s toolset, or build custom applications using C3 IoT’s Platform as a Service. Year founded: 2009

Altair is a leading provider of enterprise-class engineering software enabling innovation, reduced development times, and lower costs through the entire product lifecycle from concept design to in-service operation. Our simulation-driven approach to innovation is powered by our integrated suite of software which optimizes design performance across multiple disciplines encompassing structures, motion, fluids, thermal management, electromagnetics, system modeling and embedded systems, while also providing data analytics and true-to-life visualization and rendering.

Opentrends provides the most advanced custom software solutions to place companies in the Digital Transformation path, allowing them to achieve innovation advantage and contribute to their growth acceleration.

More than 18 years delivering innovative projects of high technological complexity in a wide range of industries, while guaranteeing quality and alignment with our client’s objectives. In fact, over a hundred global companies across various industries have full Trust in our unique ability to design, build, implement, and integrate complex software innovations into their organizations.

Let’s excel your digital future today.

Beijing Bohua Technology Co., Ltd. was established in 2006 and is specialized in the Internet industry equipment condition monitoring, fault diagnosis, maintenance management, intelligent monitoring and other related product development, production and technical services of high-tech enterprises. Bohua serves the petrochemical, coal chemical industry, metallurgy, electric power, wind power, military, municipal, rail transportation and other industries. Products include offline inspection system, a reciprocating compressor line monitoring and diagnosis systems, rotating machinery monitoring and diagnosis system, key-line pump monitoring and diagnosis system, on-line monitoring and diagnosis system of the wind turbine, the engine line monitoring system, a wireless monitoring and diagnosis system, moving professional equipment management platform, remote monitoring diagnostic center, RCM assessment of the overall solution. The company has a comprehensive product research and development, production, marketing, on-site project implementation and technical service capabilities, professional hardware production base through the ISO9001: 2008 quality management system certification, and high-tech enterprises in Beijing's Zhongguancun, has made more than patents and computer software copyrights, with certification of software products and software enterprise certification, and access to provincial and ministerial level scientific and technological progress award special award. Bohua technology has the layout of Industry 4.0 innovative intelligent field equipment, such as the Internet industry to make its own contribution to China over the next decade to develop into manufacturing power from the manufacturing country.

Industrial data platform

The ConnectedThinks Industrial data platform is capable of connecting to multiple industrial data sources, correlating and transforming the data into useful insights, and helping improve the efficiency of your industrial business.

Edge Connectors

The edge-connectors suite is a middleware deployable on ARM or X86-based Industrial edge IoT gateways. It enables quick connection and rapid onboarding of various assets such as machinery, sensors, asset trackers, Bluetooth beacons, and IP Video streams as well as OT assets such as PLC, SCADA, CNC, and HMI – to name a few. It offers secure device management and remote connection.

Data Platform

The ConnectedThinks data platform is a modern technology stack, built-to-scale to ingest and process high-speed, high-density, and real-time industrial data. Its functionality could be split into 3 primary parts – the data-ingest, the data-transform-&-store, and the data-query part.

The data-ingest part consists of a high-performant MQTT broker and a highly-scalable, multi-cluster Kafka messaging queue which together can ingest and process data at a very high speed.

The data-transform-&-storage part is built on top of Kafka KSQLdb and Apache Spark with real-time data transformation and the ability to integrate real-time machine-learning predictions for Anomaly Detection and other Predictive Maintenance tasks. The platform offers out-of-the-box connectors to store data on almost any database, data warehouse, or even into S3-storage compatible Data Lakes with efficient storage formats like PARQUET and AVRO.

The data-query part consists of multiple custom-built connectors to various SQL and pseudo-SQL databases and storages along with highly-scalable PRESTO (a.k.a prestodb)

Together it forms a complete Industry 4.0 offering for data intelligence and integration. The entire offering is built with Microservices and dockerized to make it suitable for deployment on-prem, private-cloud, or Public Cloud like AWS, Azure, or Google.

Data visualization & BI

ConnectedThinks platform offers a custom-built visualization engine, built from the ground up to serve the specific requirements of industrial operations which demand a combination of real-time diagnostic monitoring for high-speed data, a SCADA-like monitoring system with visual aids and historical data analytics with data ranging from a few weeks to couple years. It is built on top of front-end REACT-js libraries along with Authentication and fine-grain access Authorization to deliver a secure web portal that is accessible from any corner of the world. The platform is also pre-integrated with Apache Superset and offers embedded dashboards as well as quick drag-and-drop data exploration. The prestodb query engine ODBC connectors enable you to import and explore data from your existing BI solutions such as Tableau, Looker, PowerBI, etc,

IoT Solutions
Kingsoft Cloud have developed a comprehensive suite of cloud computing services, with solutions for many industries, such as government, finance, AIoT, healthcare, industrial engineering, media, video, game, education, Internet, content services. These solutions integrate with AI, big data, IoT, blockchain, edge computing, and AR/VR technologies.
The Internet of Things (IoT) and advanced Data Science are rewriting the rules of competition. The advantage goes to organizations that can convert petabytes of freshly arrived and historical data to predictions – more quickly and more accurately than their competitors. Payoffs include better product and service design, promotion, and pricing; optimized supply chains that avoid delays and increase output; reduced churn; higher average revenue per customer; and Predictive Maintenance that avoids downtime for vehicle fleets and manufacturing systems while lowering service costs. To make sense of and act on the unprecedented volume, velocity, and variety of data in real time, companies are applying the sciences of big data, advanced analytics, Machine Learning, and Cloud Computing. Products themselves are being redesigned to accommodate connectivity and low-cost sensors, creating a market opportunity for adaptive systems, a new generation of smart applications, and a renaissance of business process reengineering. The new IT paradigm will reshape the value chain by transforming product design, marketing, manufacturing, and after-sale services. C3 IoT offers a new generation of smart, real-time applications, overcoming the development challenges that have blocked companies from realizing the potential of the Internet of Things. Proven in more than 20 enterprise-scale production environments, the C3 IoT Platform is PaaS for the design, development, deployment, and operation of next-generation IoT applications and business processes.

CONSULTING Product Engineering Industrial Design Tailored Solutions DISCIPLINES Cloud Computing e-Mobility Internet of Things Lightweighting Model-Based Development

Opentrends' IoT platform SaaS Thingtia simplifies the way businesses collect, analyze, monitor and broadcast information gathered by sensors and Actuators.

Thingtia Cloud avoids vertical solutions and makes data sharing easier while reducing specific technology, product and supplier dependency. A solid proven solution for city infrastructure with full application in other sectors: Agriculture, Farming, Energy, Logistics, Automotive, Smart Home, and Consumer electronics.

Learn more here.

Case studies where Sentilo and Thingtia are deployed:

Dubai Municipality

Kobe Municipal

Barcelona City Council

Terrassa City council

Catalan Water Agency

Industrial data solution

ConnectedThinks offers pre-built solutions to specific industries. All these solutions are built on-top of the Industrial data-platform and can be deployed and commisioned in matter of couple weeks. Reach out to us to discuss your specific requirements.

Manufacturing data analytics

Factories generate large amounts of data. A single PLC node in the factory could provide significant information about the health of the equipment and system it is driving. This information could significantly reduce the maintenance cost or avoid losses.

ConnectedThinks Industrial data platform enables connecting data from every PLC, sensor, equipment, MES, ERP system, and even data from human staff and bringing this to a managed data platform in real-time. The platform enables configuring real-time correlation, transformation, trend analysis, and anomaly analysis on this data to transform it into insights that answer key business questions and alert in time to reduce cost and better quality.

You could connect CNCs from Controller systems such as Siemens Sinumerik 840D SL and monitor critical signals in real time. The real-time visualizations engine is capable of displaying high-frequency data captured from these CNCs.

Vision and Sound Machine Learning

Vision and Sound are 2 important systems for inspection in industrial environments. ConnectedThinks offers ML-based solutions built with data from relatively cheaper IP surveillance cameras and microphones. These help to become the Eyes and Ears for your industrial setup.

AMR, AGV and warehouse solutions

With new robotics technology opening doors for companies of all sizes, autonomous mobile robots (AMRs) and automation are becoming more popular in the manufacturing industry. Changing economic conditions, shortage in the supply of manual labor, and multiple such factors have led manufacturers to adopt an aggressive strategy to automate their workflows. The ConnectedThinks Edge Middleware is deployed on an Edge Compute Device and enables multiple edge functionalities such as Machine Learning predictions, device connectivity drivers, industrial interface protocols, network connectivity, etc. It is capable of running on Intel or ARM-based edge processors running Linux. It is also capable of running Edge analytics for data that is collected and localized to the edge. More often than not, AMRs are deployed on factory floors where they need to collaborate with other equipment in order to complete a job. For example, an AMR which needs to transfer goods across multiple floors needs to collaborate with the automated-lift system. Or the AMR needs to collaborate with the conveyor system for the loading and unloading of goods. Or in other cases, a bar-code scanner attached to the AMR would determine the destination. In all such cases, additional software logic and/or hardware Edge Gateways would be needed to connect to various machinery and equipment and help the AMR collaborate.

Key Customers
Enel, ENGIE, Cisco, Exelon, Endesa, Eversource, Pella, PG&E, U.S. Department of State

Hercules Capital, Sony, Honda, Volkswagen Group, Mitsubishi Electric, Würth Group, Barcelona City Council, and other under Non-disclosure Agreement.

Subsidiary
Parent Company

IoT Snapshot
TechnologiesAnalytics & ModelingApplication Infrastructure & MiddlewareInfrastructure as a Service (IaaS)Platform as a Service (PaaS)Cybersecurity & PrivacyAnalytics & ModelingApplication Infrastructure & MiddlewarePlatform as a Service (PaaS)Functional ApplicationsInfrastructure as a Service (IaaS)SensorsAnalytics & ModelingApplication Infrastructure & MiddlewareInfrastructure as a Service (IaaS)Platform as a Service (PaaS)Functional ApplicationsNetworks & ConnectivitySensorsActuatorsAnalytics & ModelingApplication Infrastructure & MiddlewareAutomation & ControlCybersecurity & PrivacyFunctional ApplicationsInfrastructure as a Service (IaaS)Platform as a Service (PaaS)Processors & Edge IntelligenceSensorsApplication Infrastructure & MiddlewareFunctional ApplicationsPlatform as a Service (PaaS)Analytics & ModelingInfrastructure as a Service (IaaS)Networks & ConnectivityAnalytics & ModelingApplication Infrastructure & MiddlewarePlatform as a Service (PaaS)Automation & ControlFunctional ApplicationsRobots
IndustriesCities & MunicipalitiesEducationFinance & InsuranceHealthcare & HospitalsTransportationAerospaceElectrical GridsEquipment & MachineryFinance & InsuranceHealthcare & HospitalsOil & GasRetailTelecommunicationsTransportationUtilitiesAerospaceAutomotiveBuildingsCities & MunicipalitiesElectronicsEquipment & MachineryFinance & InsuranceHealthcare & HospitalsMarine & ShippingRecycling & Waste ManagementRetailUtilitiesAutomotiveCities & MunicipalitiesConsumer GoodsLife SciencesRecycling & Waste ManagementTransportationUtilitiesCementCities & MunicipalitiesElectrical GridsEquipment & MachineryMarine & ShippingMetalsOil & GasRailway & Metro
Use CasesComputer VisionEdge Computing & Edge IntelligenceFacial RecognitionAdvanced Metering Infrastructure (AMI)Building Energy ManagementEnergy Management SystemFleet ManagementFraud DetectionPredictive MaintenancePredictive Quality AnalyticsRoot Cause Analysis & DiagnosisBuilding Automation & ControlEnergy Management SystemBuilding Energy ManagementDigital TwinFleet ManagementMachine Condition MonitoringRemote ControlSmart CampusSmart City OperationsSmart IrrigationSmart LightingSmart ParkingSmart City OperationsWater Utility ManagementEdge Computing & Edge IntelligenceMachine Condition MonitoringPredictive Maintenance
FunctionsBusiness OperationFacility ManagementLogistics & TransportationMaintenanceProcess ManufacturingBusiness OperationFacility ManagementLogistics & TransportationProcess ManufacturingBusiness Operation
ServicesData Science ServicesData Science ServicesHardware Design & Engineering ServicesSoftware Design & Engineering ServicesSystem IntegrationCloud Planning, Design & Implementation ServicesData Science ServicesSoftware Design & Engineering ServicesSystem IntegrationCloud Planning, Design & Implementation ServicesSystem IntegrationData Science Services

Technology Stack
Infrastructure as a Service (IaaS)ModerateMinorModerateMinorMinorNone
Platform as a Service (PaaS)MinorStrongStrongStrongStrongModerate
Application Infrastructure & MiddlewareModerateModerateModerateStrongMinorMinor
Analytics & ModelingModerateModerateModerateModerateModerateModerate
Functional ApplicationsNoneModerateMinorModerateMinorMinor
Cybersecurity & PrivacyModerateNoneNoneMinorNoneNone
Networks & ConnectivityNoneNoneMinorNoneMinorNone
Processors & Edge IntelligenceNoneNoneNoneModerateNoneNone
SensorsNoneModerateModerateModerateNoneNone
Automation & ControlNoneNoneNoneModerateNoneModerate
RobotsNoneNoneNoneNoneNoneModerate
DronesNoneNoneNoneNoneNoneNone
WearablesNoneNoneNoneNoneNoneNone
ActuatorsNoneNoneNoneMinorNoneNone
OtherNoneNoneNoneNoneNoneNone

Similar Suppliers
Similar Suppliers

Partners
PartnersAccentureAmazon Web ServiceselasticAmazon Web ServicesMicrosoftOracleMicrosoft AzureAmazon Web ServicesMicrosoft AzureBosch Connected Devices and Solutions GmbHGoogleTeltonikaWAGO

Overview
Supplier SloganFull-Stack Development Platform for the Internet of ThingsExcel your digital future todayIndustrial IoT Data Platform
HQ LocationChinaUnited StatesUnited StatesUnited StatesChinaIndia
Year Founded201220091985200420062019
Company TypePublicPrivatePrivatePrivatePrivatePrivate
Stock TickerNASDAQ: ALTR
Revenue$10-100m$100m-1b$100m-1b$10-100m$10-100m< $10m
Employees51 - 200201 - 1,0001,001 - 10,000201 - 1,00011 - 50< 10
Website Open website Open website Open website Open website Open website Open website
Company Description
Founded in 2012, Kingsoft Cloud is the leading cloud service provider in China. Since establishment, Kingsoft Cloud is devoting on providing customer safe, reliable, stable and high-quality cloud computing services.
C3 IoT provides a full-stack IoT development platform (PaaS) that enables the rapid design, development, and deployment of even the largest-scale big data / IoT applications that leverage telemetry, elastic Cloud Computing, analytics, and Machine Learning to apply the power of predictive analytics to any business value chain. C3 IoT also provides a family of turn-key SaaS IoT applications including Predictive Maintenance, fraud detection, sensor network health, supply chain optimization, investment planning, and customer engagement. Customers can use pre-built C3 IoT applications, adapt those applications using the platform’s toolset, or build custom applications using C3 IoT’s Platform as a Service. Year founded: 2009

Altair is a leading provider of enterprise-class engineering software enabling innovation, reduced development times, and lower costs through the entire product lifecycle from concept design to in-service operation. Our simulation-driven approach to innovation is powered by our integrated suite of software which optimizes design performance across multiple disciplines encompassing structures, motion, fluids, thermal management, electromagnetics, system modeling and embedded systems, while also providing data analytics and true-to-life visualization and rendering.

Opentrends provides the most advanced custom software solutions to place companies in the Digital Transformation path, allowing them to achieve innovation advantage and contribute to their growth acceleration.

More than 18 years delivering innovative projects of high technological complexity in a wide range of industries, while guaranteeing quality and alignment with our client’s objectives. In fact, over a hundred global companies across various industries have full Trust in our unique ability to design, build, implement, and integrate complex software innovations into their organizations.

Let’s excel your digital future today.

Beijing Bohua Technology Co., Ltd. was established in 2006 and is specialized in the Internet industry equipment condition monitoring, fault diagnosis, maintenance management, intelligent monitoring and other related product development, production and technical services of high-tech enterprises. Bohua serves the petrochemical, coal chemical industry, metallurgy, electric power, wind power, military, municipal, rail transportation and other industries. Products include offline inspection system, a reciprocating compressor line monitoring and diagnosis systems, rotating machinery monitoring and diagnosis system, key-line pump monitoring and diagnosis system, on-line monitoring and diagnosis system of the wind turbine, the engine line monitoring system, a wireless monitoring and diagnosis system, moving professional equipment management platform, remote monitoring diagnostic center, RCM assessment of the overall solution. The company has a comprehensive product research and development, production, marketing, on-site project implementation and technical service capabilities, professional hardware production base through the ISO9001: 2008 quality management system certification, and high-tech enterprises in Beijing's Zhongguancun, has made more than patents and computer software copyrights, with certification of software products and software enterprise certification, and access to provincial and ministerial level scientific and technological progress award special award. Bohua technology has the layout of Industry 4.0 innovative intelligent field equipment, such as the Internet industry to make its own contribution to China over the next decade to develop into manufacturing power from the manufacturing country.

Industrial data platform

The ConnectedThinks Industrial data platform is capable of connecting to multiple industrial data sources, correlating and transforming the data into useful insights, and helping improve the efficiency of your industrial business.

Edge Connectors

The edge-connectors suite is a middleware deployable on ARM or X86-based Industrial edge IoT gateways. It enables quick connection and rapid onboarding of various assets such as machinery, sensors, asset trackers, Bluetooth beacons, and IP Video streams as well as OT assets such as PLC, SCADA, CNC, and HMI – to name a few. It offers secure device management and remote connection.

Data Platform

The ConnectedThinks data platform is a modern technology stack, built-to-scale to ingest and process high-speed, high-density, and real-time industrial data. Its functionality could be split into 3 primary parts – the data-ingest, the data-transform-&-store, and the data-query part.

The data-ingest part consists of a high-performant MQTT broker and a highly-scalable, multi-cluster Kafka messaging queue which together can ingest and process data at a very high speed.

The data-transform-&-storage part is built on top of Kafka KSQLdb and Apache Spark with real-time data transformation and the ability to integrate real-time machine-learning predictions for Anomaly Detection and other Predictive Maintenance tasks. The platform offers out-of-the-box connectors to store data on almost any database, data warehouse, or even into S3-storage compatible Data Lakes with efficient storage formats like PARQUET and AVRO.

The data-query part consists of multiple custom-built connectors to various SQL and pseudo-SQL databases and storages along with highly-scalable PRESTO (a.k.a prestodb)

Together it forms a complete Industry 4.0 offering for data intelligence and integration. The entire offering is built with Microservices and dockerized to make it suitable for deployment on-prem, private-cloud, or Public Cloud like AWS, Azure, or Google.

Data visualization & BI

ConnectedThinks platform offers a custom-built visualization engine, built from the ground up to serve the specific requirements of industrial operations which demand a combination of real-time diagnostic monitoring for high-speed data, a SCADA-like monitoring system with visual aids and historical data analytics with data ranging from a few weeks to couple years. It is built on top of front-end REACT-js libraries along with Authentication and fine-grain access Authorization to deliver a secure web portal that is accessible from any corner of the world. The platform is also pre-integrated with Apache Superset and offers embedded dashboards as well as quick drag-and-drop data exploration. The prestodb query engine ODBC connectors enable you to import and explore data from your existing BI solutions such as Tableau, Looker, PowerBI, etc,

IoT Solutions
Kingsoft Cloud have developed a comprehensive suite of cloud computing services, with solutions for many industries, such as government, finance, AIoT, healthcare, industrial engineering, media, video, game, education, Internet, content services. These solutions integrate with AI, big data, IoT, blockchain, edge computing, and AR/VR technologies.
The Internet of Things (IoT) and advanced Data Science are rewriting the rules of competition. The advantage goes to organizations that can convert petabytes of freshly arrived and historical data to predictions – more quickly and more accurately than their competitors. Payoffs include better product and service design, promotion, and pricing; optimized supply chains that avoid delays and increase output; reduced churn; higher average revenue per customer; and Predictive Maintenance that avoids downtime for vehicle fleets and manufacturing systems while lowering service costs. To make sense of and act on the unprecedented volume, velocity, and variety of data in real time, companies are applying the sciences of big data, advanced analytics, Machine Learning, and Cloud Computing. Products themselves are being redesigned to accommodate connectivity and low-cost sensors, creating a market opportunity for adaptive systems, a new generation of smart applications, and a renaissance of business process reengineering. The new IT paradigm will reshape the value chain by transforming product design, marketing, manufacturing, and after-sale services. C3 IoT offers a new generation of smart, real-time applications, overcoming the development challenges that have blocked companies from realizing the potential of the Internet of Things. Proven in more than 20 enterprise-scale production environments, the C3 IoT Platform is PaaS for the design, development, deployment, and operation of next-generation IoT applications and business processes.

CONSULTING Product Engineering Industrial Design Tailored Solutions DISCIPLINES Cloud Computing e-Mobility Internet of Things Lightweighting Model-Based Development

Opentrends' IoT platform SaaS Thingtia simplifies the way businesses collect, analyze, monitor and broadcast information gathered by sensors and Actuators.

Thingtia Cloud avoids vertical solutions and makes data sharing easier while reducing specific technology, product and supplier dependency. A solid proven solution for city infrastructure with full application in other sectors: Agriculture, Farming, Energy, Logistics, Automotive, Smart Home, and Consumer electronics.

Learn more here.

Case studies where Sentilo and Thingtia are deployed:

Dubai Municipality

Kobe Municipal

Barcelona City Council

Terrassa City council

Catalan Water Agency

Industrial data solution

ConnectedThinks offers pre-built solutions to specific industries. All these solutions are built on-top of the Industrial data-platform and can be deployed and commisioned in matter of couple weeks. Reach out to us to discuss your specific requirements.

Manufacturing data analytics

Factories generate large amounts of data. A single PLC node in the factory could provide significant information about the health of the equipment and system it is driving. This information could significantly reduce the maintenance cost or avoid losses.

ConnectedThinks Industrial data platform enables connecting data from every PLC, sensor, equipment, MES, ERP system, and even data from human staff and bringing this to a managed data platform in real-time. The platform enables configuring real-time correlation, transformation, trend analysis, and anomaly analysis on this data to transform it into insights that answer key business questions and alert in time to reduce cost and better quality.

You could connect CNCs from Controller systems such as Siemens Sinumerik 840D SL and monitor critical signals in real time. The real-time visualizations engine is capable of displaying high-frequency data captured from these CNCs.

Vision and Sound Machine Learning

Vision and Sound are 2 important systems for inspection in industrial environments. ConnectedThinks offers ML-based solutions built with data from relatively cheaper IP surveillance cameras and microphones. These help to become the Eyes and Ears for your industrial setup.

AMR, AGV and warehouse solutions

With new robotics technology opening doors for companies of all sizes, autonomous mobile robots (AMRs) and automation are becoming more popular in the manufacturing industry. Changing economic conditions, shortage in the supply of manual labor, and multiple such factors have led manufacturers to adopt an aggressive strategy to automate their workflows. The ConnectedThinks Edge Middleware is deployed on an Edge Compute Device and enables multiple edge functionalities such as Machine Learning predictions, device connectivity drivers, industrial interface protocols, network connectivity, etc. It is capable of running on Intel or ARM-based edge processors running Linux. It is also capable of running Edge analytics for data that is collected and localized to the edge. More often than not, AMRs are deployed on factory floors where they need to collaborate with other equipment in order to complete a job. For example, an AMR which needs to transfer goods across multiple floors needs to collaborate with the automated-lift system. Or the AMR needs to collaborate with the conveyor system for the loading and unloading of goods. Or in other cases, a bar-code scanner attached to the AMR would determine the destination. In all such cases, additional software logic and/or hardware Edge Gateways would be needed to connect to various machinery and equipment and help the AMR collaborate.

Key Customers
Enel, ENGIE, Cisco, Exelon, Endesa, Eversource, Pella, PG&E, U.S. Department of State

Hercules Capital, Sony, Honda, Volkswagen Group, Mitsubishi Electric, Würth Group, Barcelona City Council, and other under Non-disclosure Agreement.

Subsidiary
Parent Company

IoT Snapshot
TechnologiesAnalytics & ModelingApplication Infrastructure & MiddlewareInfrastructure as a Service (IaaS)Platform as a Service (PaaS)Cybersecurity & PrivacyAnalytics & ModelingApplication Infrastructure & MiddlewarePlatform as a Service (PaaS)Functional ApplicationsInfrastructure as a Service (IaaS)SensorsAnalytics & ModelingApplication Infrastructure & MiddlewareInfrastructure as a Service (IaaS)Platform as a Service (PaaS)Functional ApplicationsNetworks & ConnectivitySensorsActuatorsAnalytics & ModelingApplication Infrastructure & MiddlewareAutomation & ControlCybersecurity & PrivacyFunctional ApplicationsInfrastructure as a Service (IaaS)Platform as a Service (PaaS)Processors & Edge IntelligenceSensorsApplication Infrastructure & MiddlewareFunctional ApplicationsPlatform as a Service (PaaS)Analytics & ModelingInfrastructure as a Service (IaaS)Networks & ConnectivityAnalytics & ModelingApplication Infrastructure & MiddlewarePlatform as a Service (PaaS)Automation & ControlFunctional ApplicationsRobots
IndustriesCities & MunicipalitiesEducationFinance & InsuranceHealthcare & HospitalsTransportationAerospaceElectrical GridsEquipment & MachineryFinance & InsuranceHealthcare & HospitalsOil & GasRetailTelecommunicationsTransportationUtilitiesAerospaceAutomotiveBuildingsCities & MunicipalitiesElectronicsEquipment & MachineryFinance & InsuranceHealthcare & HospitalsMarine & ShippingRecycling & Waste ManagementRetailUtilitiesAutomotiveCities & MunicipalitiesConsumer GoodsLife SciencesRecycling & Waste ManagementTransportationUtilitiesCementCities & MunicipalitiesElectrical GridsEquipment & MachineryMarine & ShippingMetalsOil & GasRailway & Metro
Use CasesComputer VisionEdge Computing & Edge IntelligenceFacial RecognitionAdvanced Metering Infrastructure (AMI)Building Energy ManagementEnergy Management SystemFleet ManagementFraud DetectionPredictive MaintenancePredictive Quality AnalyticsRoot Cause Analysis & DiagnosisBuilding Automation & ControlEnergy Management SystemBuilding Energy ManagementDigital TwinFleet ManagementMachine Condition MonitoringRemote ControlSmart CampusSmart City OperationsSmart IrrigationSmart LightingSmart ParkingSmart City OperationsWater Utility ManagementEdge Computing & Edge IntelligenceMachine Condition MonitoringPredictive Maintenance
FunctionsBusiness OperationFacility ManagementLogistics & TransportationMaintenanceProcess ManufacturingBusiness OperationFacility ManagementLogistics & TransportationProcess ManufacturingBusiness Operation
ServicesData Science ServicesData Science ServicesHardware Design & Engineering ServicesSoftware Design & Engineering ServicesSystem IntegrationCloud Planning, Design & Implementation ServicesData Science ServicesSoftware Design & Engineering ServicesSystem IntegrationCloud Planning, Design & Implementation ServicesSystem IntegrationData Science Services

Technology Stack
Infrastructure as a Service (IaaS)ModerateMinorModerateMinorMinorNone
Platform as a Service (PaaS)MinorStrongStrongStrongStrongModerate
Application Infrastructure & MiddlewareModerateModerateModerateStrongMinorMinor
Analytics & ModelingModerateModerateModerateModerateModerateModerate
Functional ApplicationsNoneModerateMinorModerateMinorMinor
Cybersecurity & PrivacyModerateNoneNoneMinorNoneNone
Networks & ConnectivityNoneNoneMinorNoneMinorNone
Processors & Edge IntelligenceNoneNoneNoneModerateNoneNone
SensorsNoneModerateModerateModerateNoneNone
Automation & ControlNoneNoneNoneModerateNoneModerate
RobotsNoneNoneNoneNoneNoneModerate
DronesNoneNoneNoneNoneNoneNone
WearablesNoneNoneNoneNoneNoneNone
ActuatorsNoneNoneNoneMinorNoneNone
OtherNoneNoneNoneNoneNoneNone

Similar Suppliers
Similar Suppliers

Partners
PartnersAccentureAmazon Web ServiceselasticAmazon Web ServicesMicrosoftOracleMicrosoft AzureAmazon Web ServicesMicrosoft AzureBosch Connected Devices and Solutions GmbHGoogleTeltonikaWAGO
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