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MicroAI™ Atom brings AI and machine learning to the extreme edge. AI at the MCU level means lower costs, optimized asset performance, and better security

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Predictive Manufacturing | New Endpoint AI solutions provide cost-effective predictive manufacturing capabilities to small and medium manufacturers. Industry 4.0 realized

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Predictive Manufacturing | New Endpoint AI solutions provide cost-effective predictive manufacturing capabilities to small and medium manufacturers. Industry 4.0 realized

https://www.onetech.ai/en/blog/predictive-manufacturing-for-small-and-medium-manufacturers

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Cloud environments can be fertile ground for cyber-criminals. Edge and Endpoint AI solutions improve data security by processing asset data locally

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Embedded AI Solutions for the Entire Telecom Segment

industry-leading edge and endpoint AI solutions to the Telecom segment; solutions that improve network and device performance

https://www.onetech.ai/en/our-solutions/telecommunications

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Edge AI Enablement Platform

Helio Server Provides Edge AI Management of Smart Assets.

An Edge AI-enabled platform that provides next-generation smart asset management capabilities. Asset security, event management, intelligent workflows, and more.

https://www.onetech.ai/en/ourproducts/helio-server

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AI for MCU

MicroAI™ Atom Brings AI Down to the Device MCU Level

Implementation of AI can be too costly for some operations. MicroAI™ Atom reduces AI-enablement costs by eliminating additional hardware and cloud storage

https://www.onetech.ai/en/resources/using-microai-atom-to-enable-endpoint-ai-solutions

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AI-Enabled Telematics at the Endpoint​ & Smart Automotive Solutions

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Smart Oil and Gas Solutions

Smart Oil and Gas Solutions Enabled by Edge AI Technology. ONE Tech delivers Edge and Endpoint AI and ML solutions that are customized to meet the challenges faced by operators in the Oil and Gas sectors. 

AI and ML Technologies that Deliver Smart Oil & Gas Solutions.

https://www.onetech.ai/en/our-solutions/oil-gas

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Industry 4.0 AI Solutions for the Manufacturing Industry

·         Improve your OEE to 80% or better.

·         Reduction in asset downtimes equates to improved output and greater ROI.

·         Optimized maintenance schedules reduce the frequency of asset stoppages.

·         More efficient utilization of asset maintenance staff

·         Faster identification and remediation of asset performance issues improves asset uptime and health.

·         AI-enabled security protocols protect critical assets from malicious cyber-attack.

·         All the above result in increased production capacity, better resource utilization, reduced waste, increased asset lifespans, reduced COGS, and higher margins.

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Predictive Maintenance – the Essentials

Predictive maintenance requires monitoring the performance and condition of equipment during normal operation to identify patterns and predict probable issues that can lead to equipment failure. To evaluate equipment condition, predictive maintenance uses non-destructive techniques such as infrared, vibration, 3D movement, sound level measurements, acoustic, airborne ultrasonic, oil analysis, and other sensor measurements. An industrial IoT platform tool is utilized to model, test and apply the predictive maintenance solution to the collected dataset. The tool includes algorithms and data analytics to detect patterns in asset data.

Predictive Maintenance – the Benefits

Reduced maintenance time and cost – Maintenance schedules based on actual equipment conditions reduces maintenance times by 20-50%. Maintenance costs can also be reduced by as much as 10%. These savings can have positive impacts to the organization’s bottom-line results.

Improve throughput and efficiency – Advanced analytics and prediction minimizes the need for redundant asset management while reducing downtime, thereby improving overall equipment effectiveness (OEE).

Competitive advantage – Predictive maintenance can establish improved company branding to customers while boosting customer satisfaction due to greater sense of predictability and confidence.

AI-Enabled Predictive Maintenance

Advanced AI algorithms can learn normal machine behavior from its data and use this as a baseline to predict anomaly and generate real-time alerts while identifying deviations. These algorithms require historical data or a set of training and desired output data. There are two primary approaches – supervised and unsupervised algorithms. Supervised algorithms require historical input and output datasets to develop the model. In the case of unsupervised algorithms only input data is required to model the distribution of the data and automatically provide insight into correlations.

Since predictive maintenance may be required to forecast new problems without previous output datasets, ONE Tech has developed MicroAI™ – an unsupervised learning engine that evolves by fine tuning itself in order to deliver an optimized maintenance schedule for a machine.

MicroAI™ enables machine operators and device managers to gather specific data about their assets in real-time without dependency on the cloud. In addition, MicroAI™’s unique ability to train the AI model locally on an Edge device, as opposed to within a cloud environment, enables the delivery of real-time critical alerts to those who need it most, making asset maintenance more efficient and more productive.

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MicroAI ™ Atom A self-learning AI Platform that lives on the smart asset, providing: Predictive Maintenance features that ensures optimized asset health scores, uptime, and productivity. Security enablement to ward off would-be hackers and other cryptic technological attacks against prized assets and asset data.

 Features of Micro AI Atom Advanced AI/ML Platform for Smart Asset & Machine Optimization.

Optimize the performance and ROI of your mission-critical devices and machines with cutting-edge AI/ML technology.

Improve OEE: Use predictive analytics to improve Overall Equipment Effectiveness, reduce Maintenance Costs, and avoid Costly Downtimes.

Protect: Protect your critical assets from cyber-attack via continuous monitoring of all asset data and associated workflows---AI-driven approach to asset security.

Evolve: AI/ML technology that enables unsupervised learning---your smart assets continuously evolve through a process of self-learning and self-correction.

Optimize: MicroAI™ Atom is compact enough to run on any microcontroller units, bringing you advanced AI technologies to where you need it.

  MicroAI™ Atom brings a new approach to smart asset management. MicroAI™ Atom has new technology that delivers:

Flexibility & Scalability: Deploy on a single asset (MCU) or scale across an entire asset ecosystem.

Speed & Agility: Data processed locally—not in the cloud—provides rapid, real-time, data-sampling.

Security: Real-time visibility into asset health and self-learning that enables rapid threat-response.

Cost: Asset model training occurs directly on the asset MCU—no need for costly new hardware.

  Atom – Edge MicroAI ™

Atom can be deployed as a singular entity on a single device. Real-time, cost-effective, insights delivered in a tiny footprint.

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AI Consulting Services are supported by deep technology expertise and industry knowledge. Expertise that will help you bring your AI visions to reality. Artificial intelligence and machine learning are not easy concepts to understand much less to implement. ONE Tech’s AI Consulting Services take the mystery out of AI and ML and help you identify the areas of your business that would benefit from these technologies. AI consulting is enabling major industries to utilize AI and ML to improve operational efficiencies.

Increase billable operating uptime and productivity.

Improve resource production and distribution efficiency.

Decrease operational downtime.

Improve energy production and distribution efficiency.

Lower maintenance costs and improve worker safety.

Increase operational uptime and efficiency.

Increase operational availability and lower risk of loss

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Edge AI for the Internet of Things (IoT) allows IoT deployments to provide little transparency into how the assets are performing or how they are being utilized

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Our Asset Cloud Management solution lives in the Cloud and leverages ONE Tech’s MicroAI to track, maintain  manage assets.

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Asset Performance Management, Predictive Analytics, Predictive Maintenance - Asset Performance Management, APM, Predictive Maintenance, Asset Management, Cloud-based Asset Management, Predictive Maintenance Tools, Asset Management Solutions, Optimize Assets, Enterprise Asset Management, APM Solution, IoT Asset Monitoring, Condition Monitoring, Enterprise Asset Performance, Manage and Optimize Assets, Improve Asset Performance, Predictive Maintenance Application

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IoT Enablement services, Industrial IoT, Automotive machine Optimization, Industrial Manufacturing Optimization - IoT Development Company, IIoT, Industrial IoT, Industrial Internet of Things, IoT Platform, IoT Companies, IoT Device Management, IoT Cloud, IoT Ecosystem, IoT Development Services, IoT Application Development, IoT Network, IoT Services, Industry 4.0, Consumer IoT, Manufacturing IoT, Consumer IoT, Digital Transformation, IoT AEP, IoT Application enablement program