#AI and #HPC convergence is here and is here to stay and accelerate innovations across industries. The increased availability of data, hardware advancements leading to increased computational capabilities, and new algorithms and mathematical models have collectively resulted in the accelerated AI expansion in all sorts of applications. This, however, creates high computational needs which naturally have been more and more successfully addressed by HPC (High-Performance Computing). In that sense, AI & HPC complement each other. HPC infrastructure is often used to train AI’s powerful algorithms by leveraging huge amounts of sample data (training set) and in that way enables AI models (trained algorithms) to recognize shapes, objects (machine vision), find answers hidden in the data (predictive maintenance, data analytics) or accelerate time to results (predict the outcome of complex engineering simulations).
We at byteLAKE have been closely working with Lenovo, Lenovo Infrastructure Solutions Group, Intel Corporation, NVIDIA and many more to ensure that our AI-powered products not only help our clients efficiently automate various operations and reduce time and cost but also are highly optimized and make the most of the hardware and software infrastructure where they are deployed. Besides our efforts in bringing AI solutions to the paper industry and manufacturing in general (which I described in my previous post), our efforts in bringing value thru AI in the chemical industry highly benefit from HPC's capabilities to dynamically scale and keep up with performance requirements. Our product, #CFDSuite (AI-accelerated CFD) leverages HPC to efficiently analyze historic CFD simulations and makes it possible for our clients to predict their outcomes on various edge devices i.e. laptops, desktop PCs or local edge servers. And with that in mind, I am very happy to see the byteLAKE team becoming one of the drivers of AI & HPC convergence and leveraging it to bring innovations to various industries.
Links:
- byteLAKE's Cognitive Services: www.byteLAKE.com/en/CognitiveServices (Cognitive Services (AI for Paper Industry & Manufacturing)). Related blog post series: www.byteLAKE.com/en/CognitiveServices-toc
- byteLAKE's CFD Suite: www.byteLAKE.com/en/CFDSuite. Related blog post series: www.byteLAKE.com/en/AI4CFD-toc
- byteLAKE’s CFD Suite (AI-accelerated CFD) — HPC scalability report: https://marcrojek.medium.com/bytelakes-cfd-suite-ai-accelerated-cfd-hpc-scalability-report-25f9786e6123 (full report: https://www.slideshare.net/byteLAKE/bytelakes-cfd-suite-aiaccelerated-cfd-hpc-scalability-report-april21)
- byteLAKE's CFD Suite (AI-accelerated CFD) - product community: www.bytelake.com/en/AI4CFD-pt2 (LinkedIn and Facebook groups)
#AI #IoT #Manufacturing #Automotive #Paper #PaperIndustry #ChemicalIndustry #CFD #FluidDynamics #OpenFOAM #ArtificialIntelligence #DeepLearning #MachineLearning #ComputerVision #Automation #Industry40
Thriving in an Age of Tech Disruption.pdfMindfire LLC
Since the past decade, the pace of tech disruption has significantly grown with the increasing applications of technologies like AI, ML, and IoT. The global pandemic has only accelerated the wave of tech disruption by creating the demand for innovative and dynamic solutions.
Companies are constantly experiencing the need to innovate faster while keeping up with customer expectations so as to stay competitive. According to McKinsey, businesses adopted digital solutions 25 times faster than their own estimates during the pandemic.
Artificial Intelligence: Competitive Edge for Business Solutions & Applications9 series
The growth of Artificial Intelligence in recent years brought forth a major challenge for brands in deploying such AI solutions. Many brands lack the clarity regarding where to start the AI integration process and profitably deploy these solutions in the most effective manner.
With enterprises putting digital at the core of their transformation, our annual Data Science & AI Trends Report explores the key strategic shifts enterprises will make to stay intelligent and agile going into 2019. The year was marked by a series of technological advances, including advances in AI, deep learning, machine learning, hybrid cloud architecture, edge computing (with data moving away to edge data centres), robotic process automation, a spurt of virtual assistants, advancements in autonomous tech and IoT.
Top software development trends of 2021*instinctools
The technologies that businesses use today are bound to the new world paradigm and capable of adapting to it. Here are some trending technologies that can easily help companies adjust to a digital business world 2.0 in just a short time.
AI & Analytics Predictions of 2022. InfographicInData Labs
What does 2022 hold for artificial intelligence? Will the AI revolution continue to gain momentum?
This report will provide a look into the future of AI technologies, including:
- Strategic AI predictions and trends for 2022 and beyond
- The current and projected state of the AI market and its value
- Business functions that already benefit from AI implementation
- Industries where AI is making the greatest disruption
- The business value generated by Artificial Intelligence
- Costs of AI implementation and main challenges
Are you exploring the best way for your business to save expenses, enhance margin, or reinvest in the coming years? Check out the top technological advancements in business that are beneficial for business expansion and that result in a technology roadmap that has an impact on a number of the organization's strategic goals.
For more information, see: https://www.albiorixtech.com/blog/technology-trends-in-business/
#technology #technologytrends #webappdevelopment #mobileappdevelopment #softwaredevelopment
Thriving in an Age of Tech Disruption.pdfMindfire LLC
Since the past decade, the pace of tech disruption has significantly grown with the increasing applications of technologies like AI, ML, and IoT. The global pandemic has only accelerated the wave of tech disruption by creating the demand for innovative and dynamic solutions.
Companies are constantly experiencing the need to innovate faster while keeping up with customer expectations so as to stay competitive. According to McKinsey, businesses adopted digital solutions 25 times faster than their own estimates during the pandemic.
Artificial Intelligence: Competitive Edge for Business Solutions & Applications9 series
The growth of Artificial Intelligence in recent years brought forth a major challenge for brands in deploying such AI solutions. Many brands lack the clarity regarding where to start the AI integration process and profitably deploy these solutions in the most effective manner.
With enterprises putting digital at the core of their transformation, our annual Data Science & AI Trends Report explores the key strategic shifts enterprises will make to stay intelligent and agile going into 2019. The year was marked by a series of technological advances, including advances in AI, deep learning, machine learning, hybrid cloud architecture, edge computing (with data moving away to edge data centres), robotic process automation, a spurt of virtual assistants, advancements in autonomous tech and IoT.
Top software development trends of 2021*instinctools
The technologies that businesses use today are bound to the new world paradigm and capable of adapting to it. Here are some trending technologies that can easily help companies adjust to a digital business world 2.0 in just a short time.
AI & Analytics Predictions of 2022. InfographicInData Labs
What does 2022 hold for artificial intelligence? Will the AI revolution continue to gain momentum?
This report will provide a look into the future of AI technologies, including:
- Strategic AI predictions and trends for 2022 and beyond
- The current and projected state of the AI market and its value
- Business functions that already benefit from AI implementation
- Industries where AI is making the greatest disruption
- The business value generated by Artificial Intelligence
- Costs of AI implementation and main challenges
Are you exploring the best way for your business to save expenses, enhance margin, or reinvest in the coming years? Check out the top technological advancements in business that are beneficial for business expansion and that result in a technology roadmap that has an impact on a number of the organization's strategic goals.
For more information, see: https://www.albiorixtech.com/blog/technology-trends-in-business/
#technology #technologytrends #webappdevelopment #mobileappdevelopment #softwaredevelopment
In the year 2014, while e-commerce was majorly a business-to-consumer (B2C) game a platform best constructed for consumer brands and retail transactions, business-to-business (B2B) was barely on the limelight. B2B ordering solutions were very few, pricey, and complex in nature. Because of this, it was difficult for small wholesale distributors and retailers to implement B2B ordering solutions in their businesses.
IT that matters in the new machine age prioritizes cybersecurity, innovation, time-to-market and customers over cost-cutting, according to our latest study. Here’s what the future looks like for IT infrastructure, including our HEROES framework to guide you along the way.
How can AI & Automation make your business processes intelligentMindfields Global
Enterprises gain a deeper understanding of their processes as they progress further into their automation journey. Exploring the connection between AI, automation and understanding how these technologies help make your business processes intelligent is a necessary next step.
Patrick Couch - Intelligenta Maskiner & Smartare Tjänster IBM Sverige
Industriföretag, såväl tillverkare som användare av maskiner, fordon och utrustning, står inför ett paradigmskifte drivet av ökad global konkurrens, kunders förändrade efterfrågan samt det faktum att produkterna nu blir instrumenterade, ihopkopplade och mer intelligenta. Stora datamängder är inte ett buzzword för dessa företag, utan en reell verklighet som de behöver förhålla sig till för att säkra sin framtida verksamhet. I bästa fall omvandlar dessa företag denna teknologiska revolution (populärt kallad Internet of Things, Industrial Internet, M2M, Industri 4.0 etc.) till en motor för att utveckla verksamheten mot tillväxt och effektivare produktion. Detta skifte skapar framförallt stora möjligheter att förflytta sig mot leveranser av tjänster som kraftigt ökar mervärdet för kunderna, deras kunders kunder samt för producenten.
How To Get Started With Your AI JourneyBernard Marr
Artificial intelligence (AI) and automation will create $15.7 trillion in value for businesses over the next decade. Make no mistake, this is the new gold rush, and companies that are able to understand, adapt and leverage this world-changing technology to meet their goals have the potential to achieve huge growth.
VMblog - 2018 Artificial Intelligence and Machine Learning Predictions from 3...vmblog
Find out what's going on in the world of #artificialintelligence and #machinelearning in 2018. Read #predictions more than 30 of the industry's leading experts to learn more about #AI Hear from industry thought leaders from companies like Chaos Sumo, Couchbase, Druva, Equinix, Hitachi Vantara, Ixia, Pivot3, SAP, SIOS Technologies, SolarWinds, Splunk, Vonage and more. Make sure to also read the more than 280+ other expert predictions from technologies across #virtualization, #cloudcomputing, #hyperconverged, #IoT, #security, etc. here: http://bit.ly/2DQi2OT at VMblog.com.
The State of Global AI Adoption in 2023InData Labs
In our inaugural report, 2023 State of AI, we examine trends in AI adoption across industries, the current state of the market, and technologies that shape the field.
The goal of this report is to help company leaders and executives get a better handle on the AI landscape and the opportunities it brings for the business.
2023 State of AI report will help you to answer questions such as:
-How are organizations applying artificial intelligence in the real world in 2023?
-What industries are leading in terms of AI maturity?
-How has generative AI impacted businesses?
-How can organizations prepare for AI transformation?
Download your free copy now and adopt the key technologies to improve your business.
Future Trends of AI and Analytics in the CloudBernard Marr
Artificial intelligence (AI) has the potential to be the most powerful and transformative technology the business world has ever seen, helping us make smarter decisions, automate tasks and fully realize the value of the data businesses are generating at an ever-growing rate.
Artificial intelligence (AI), also known as machine intelligence, is an aspect of computer science that deals will the designing of intelligent mechanical systems that work and react like humans. AI incorporates information from everything ranging from Google search algorithms to machinal processes. From SIRI to self-driving cars, everything is the outcome of artificial intelligence, which is rapidly progressing and taking over our human lives.
Information Technology Is Now Being Reshaped By Many Advance Technologies Rapidly Growing In The Market. Starting From Small Pin To Huge Machines These Innovative technical Trends Are Being Used Daily.
In 2022, we expect AI innovations will bring promising developments and impressive breakthroughs that will be hailed as future technologies. Here are the top AI trends and predictions to watch out for.
The 10 Most Scalable Cloud Solution Providers of 2019Mirror Review
The cloud computing industry has grown tremendously in the last couple of years. The major factors that are fueling this growth are increased automation and agility, the need for delivering superior customer experience, enhanced cost savings and greater return on investment.
Find best CEO Stories, Leadership Magazines, trending news, and blogs by covering the cutting- edge technologies on Mirror Review website.
Visit our site https://www.mirrorreview.com/about-us/
Managing Data To Drive Competitive Advantage Bernard Marr
One of the most important lessons we've learned from the pandemic is just how important technology is to building robust and thriving businesses. Organizations that have prospered in the last nine months have done so by leveraging cloud computing, high-speed networks, artificial intelligence (AI), and the internet of things (IoT) to push forward their digital transformation agendas.
This presentation was made on June 16, 2020.
A recording of the presentation can be viewed here: https://youtu.be/khjW1t0gtSA
AI is unlocking new potential for every enterprise. Organizations are using AI and machine learning technology to inform business decisions, predict potential issues, and provide more efficient, customized customer experiences. The results can enable a competitive edge for the business.
H2O.ai is a visionary leader in AI and machine learning and is on a mission to democratize AI for everyone. We believe that every company can become an AI company, not just the AI Superpowers. We are empowering companies with our leading AI and Machine Learning platforms, our expertise, experience and training to embark on their own AI journey to become AI companies themselves. All companies in all industries can participate in this AI Transformation.
Tune into this virtual meetup to learn how companies are transforming their business with the power of AI and where to start.
About Parul Pandey:
Parul is a Data Science Evangelist here at H2O.ai. She combines Data Science , evangelism and community in her work. Her emphasis is to spread the information about H2O and Driverless AI to as many people as possible, She is also an active writer and has contributed towards various national and international publications.
In this tech-driven era, businesses are increasingly looking for ways that can help them solve problems and difficulties that affect their organizations. As a result, the demand for easy-to-use and highly viable enterprise software development solutions is skyrocketing worldwide.
Why should you adopt these Enterprise Mobility trends today?Cygnet Infotech
Enterprise Mobility has received a lot of buzz and rightly so. If it is combined with the emerging technologies like AI, IoT and Blockchain then it can boost business growth. Mobile application development companies are making it possible to generate efficient and effective applications, which will help in solving real life problems.
Why is it important to adopt enterprise mobility trends now?Hemang Rindani
Enterprise Mobility provides employees flexibility and choice which in return increases productivity and decreases expense. Here are the 6 Enterprise Mobility trends that will help your business grow.
byteLAKE's AI Products (use cases) (short)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
Benefits offered by byteLAKE’s Cognitive Services
Accelerate Data Analytics
- Processing data from various sources, including images, videos, and sensors.
Automate Quality Inspection
- Ensuring high accuracy in inspecting products and processes.
- Eliminating potential human errors for consistent and reliable results.
- Increasing overall quality and reliability.
Optimize Operations and Maintenance
- Reducing unnecessary inspections and lowering maintenance costs.
- Predicting potential failures and downtimes.
Continuous Monitoring
- Offering 24/7/365 monitoring without boredom or distraction.
- Offloading and supporting human operators.
Easy Replication
- Enabling quick deployment.
- Functioning offline without an internet connection.
Continuous Improvement
- The solution can learn and improve over time.
AI in Manufacturing - benefits
Enhanced Productivity
- Streamlining processes for increased productivity.
- Efficient resource allocation based on real-time data.
Customization and Adaptability
- Tailoring AI models to specific manufacturing requirements.
- Adapting to changing production needs seamlessly.
Reduced Downtime
- Minimizing production downtime through predictive maintenance.
- Optimizing machine uptime and reliability.
Data-Driven Decision-Making
- Empowering decision-makers with actionable insights.
- Enabling data-driven strategies for process improvement.
Consistent Quality Control Across the Organization
- Ensuring consistent product quality throughout the production process.
- Meeting industry standards and regulations effortlessly.
Licensing & Cost of Deployment
Cognitive Services
Licensing (annual)
- Annual/monthly licensing plans for Cognitive Services, including upgrades, customer care, and support.
AI Model Development (one time)
- Costs for AI model training and calibration.
- Data Management
- Expenses related to data collection and cleaning.
Hardware, integration, other )one time)
byteLAKE's AI Products (use cases) - presentationbyteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
More Related Content
Similar to AI in Manufacturing: moving AI from Idea to Execution
In the year 2014, while e-commerce was majorly a business-to-consumer (B2C) game a platform best constructed for consumer brands and retail transactions, business-to-business (B2B) was barely on the limelight. B2B ordering solutions were very few, pricey, and complex in nature. Because of this, it was difficult for small wholesale distributors and retailers to implement B2B ordering solutions in their businesses.
IT that matters in the new machine age prioritizes cybersecurity, innovation, time-to-market and customers over cost-cutting, according to our latest study. Here’s what the future looks like for IT infrastructure, including our HEROES framework to guide you along the way.
How can AI & Automation make your business processes intelligentMindfields Global
Enterprises gain a deeper understanding of their processes as they progress further into their automation journey. Exploring the connection between AI, automation and understanding how these technologies help make your business processes intelligent is a necessary next step.
Patrick Couch - Intelligenta Maskiner & Smartare Tjänster IBM Sverige
Industriföretag, såväl tillverkare som användare av maskiner, fordon och utrustning, står inför ett paradigmskifte drivet av ökad global konkurrens, kunders förändrade efterfrågan samt det faktum att produkterna nu blir instrumenterade, ihopkopplade och mer intelligenta. Stora datamängder är inte ett buzzword för dessa företag, utan en reell verklighet som de behöver förhålla sig till för att säkra sin framtida verksamhet. I bästa fall omvandlar dessa företag denna teknologiska revolution (populärt kallad Internet of Things, Industrial Internet, M2M, Industri 4.0 etc.) till en motor för att utveckla verksamheten mot tillväxt och effektivare produktion. Detta skifte skapar framförallt stora möjligheter att förflytta sig mot leveranser av tjänster som kraftigt ökar mervärdet för kunderna, deras kunders kunder samt för producenten.
How To Get Started With Your AI JourneyBernard Marr
Artificial intelligence (AI) and automation will create $15.7 trillion in value for businesses over the next decade. Make no mistake, this is the new gold rush, and companies that are able to understand, adapt and leverage this world-changing technology to meet their goals have the potential to achieve huge growth.
VMblog - 2018 Artificial Intelligence and Machine Learning Predictions from 3...vmblog
Find out what's going on in the world of #artificialintelligence and #machinelearning in 2018. Read #predictions more than 30 of the industry's leading experts to learn more about #AI Hear from industry thought leaders from companies like Chaos Sumo, Couchbase, Druva, Equinix, Hitachi Vantara, Ixia, Pivot3, SAP, SIOS Technologies, SolarWinds, Splunk, Vonage and more. Make sure to also read the more than 280+ other expert predictions from technologies across #virtualization, #cloudcomputing, #hyperconverged, #IoT, #security, etc. here: http://bit.ly/2DQi2OT at VMblog.com.
The State of Global AI Adoption in 2023InData Labs
In our inaugural report, 2023 State of AI, we examine trends in AI adoption across industries, the current state of the market, and technologies that shape the field.
The goal of this report is to help company leaders and executives get a better handle on the AI landscape and the opportunities it brings for the business.
2023 State of AI report will help you to answer questions such as:
-How are organizations applying artificial intelligence in the real world in 2023?
-What industries are leading in terms of AI maturity?
-How has generative AI impacted businesses?
-How can organizations prepare for AI transformation?
Download your free copy now and adopt the key technologies to improve your business.
Future Trends of AI and Analytics in the CloudBernard Marr
Artificial intelligence (AI) has the potential to be the most powerful and transformative technology the business world has ever seen, helping us make smarter decisions, automate tasks and fully realize the value of the data businesses are generating at an ever-growing rate.
Artificial intelligence (AI), also known as machine intelligence, is an aspect of computer science that deals will the designing of intelligent mechanical systems that work and react like humans. AI incorporates information from everything ranging from Google search algorithms to machinal processes. From SIRI to self-driving cars, everything is the outcome of artificial intelligence, which is rapidly progressing and taking over our human lives.
Information Technology Is Now Being Reshaped By Many Advance Technologies Rapidly Growing In The Market. Starting From Small Pin To Huge Machines These Innovative technical Trends Are Being Used Daily.
In 2022, we expect AI innovations will bring promising developments and impressive breakthroughs that will be hailed as future technologies. Here are the top AI trends and predictions to watch out for.
The 10 Most Scalable Cloud Solution Providers of 2019Mirror Review
The cloud computing industry has grown tremendously in the last couple of years. The major factors that are fueling this growth are increased automation and agility, the need for delivering superior customer experience, enhanced cost savings and greater return on investment.
Find best CEO Stories, Leadership Magazines, trending news, and blogs by covering the cutting- edge technologies on Mirror Review website.
Visit our site https://www.mirrorreview.com/about-us/
Managing Data To Drive Competitive Advantage Bernard Marr
One of the most important lessons we've learned from the pandemic is just how important technology is to building robust and thriving businesses. Organizations that have prospered in the last nine months have done so by leveraging cloud computing, high-speed networks, artificial intelligence (AI), and the internet of things (IoT) to push forward their digital transformation agendas.
This presentation was made on June 16, 2020.
A recording of the presentation can be viewed here: https://youtu.be/khjW1t0gtSA
AI is unlocking new potential for every enterprise. Organizations are using AI and machine learning technology to inform business decisions, predict potential issues, and provide more efficient, customized customer experiences. The results can enable a competitive edge for the business.
H2O.ai is a visionary leader in AI and machine learning and is on a mission to democratize AI for everyone. We believe that every company can become an AI company, not just the AI Superpowers. We are empowering companies with our leading AI and Machine Learning platforms, our expertise, experience and training to embark on their own AI journey to become AI companies themselves. All companies in all industries can participate in this AI Transformation.
Tune into this virtual meetup to learn how companies are transforming their business with the power of AI and where to start.
About Parul Pandey:
Parul is a Data Science Evangelist here at H2O.ai. She combines Data Science , evangelism and community in her work. Her emphasis is to spread the information about H2O and Driverless AI to as many people as possible, She is also an active writer and has contributed towards various national and international publications.
In this tech-driven era, businesses are increasingly looking for ways that can help them solve problems and difficulties that affect their organizations. As a result, the demand for easy-to-use and highly viable enterprise software development solutions is skyrocketing worldwide.
Why should you adopt these Enterprise Mobility trends today?Cygnet Infotech
Enterprise Mobility has received a lot of buzz and rightly so. If it is combined with the emerging technologies like AI, IoT and Blockchain then it can boost business growth. Mobile application development companies are making it possible to generate efficient and effective applications, which will help in solving real life problems.
Why is it important to adopt enterprise mobility trends now?Hemang Rindani
Enterprise Mobility provides employees flexibility and choice which in return increases productivity and decreases expense. Here are the 6 Enterprise Mobility trends that will help your business grow.
Similar to AI in Manufacturing: moving AI from Idea to Execution (20)
byteLAKE's AI Products (use cases) (short)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
Benefits offered by byteLAKE’s Cognitive Services
Accelerate Data Analytics
- Processing data from various sources, including images, videos, and sensors.
Automate Quality Inspection
- Ensuring high accuracy in inspecting products and processes.
- Eliminating potential human errors for consistent and reliable results.
- Increasing overall quality and reliability.
Optimize Operations and Maintenance
- Reducing unnecessary inspections and lowering maintenance costs.
- Predicting potential failures and downtimes.
Continuous Monitoring
- Offering 24/7/365 monitoring without boredom or distraction.
- Offloading and supporting human operators.
Easy Replication
- Enabling quick deployment.
- Functioning offline without an internet connection.
Continuous Improvement
- The solution can learn and improve over time.
AI in Manufacturing - benefits
Enhanced Productivity
- Streamlining processes for increased productivity.
- Efficient resource allocation based on real-time data.
Customization and Adaptability
- Tailoring AI models to specific manufacturing requirements.
- Adapting to changing production needs seamlessly.
Reduced Downtime
- Minimizing production downtime through predictive maintenance.
- Optimizing machine uptime and reliability.
Data-Driven Decision-Making
- Empowering decision-makers with actionable insights.
- Enabling data-driven strategies for process improvement.
Consistent Quality Control Across the Organization
- Ensuring consistent product quality throughout the production process.
- Meeting industry standards and regulations effortlessly.
Licensing & Cost of Deployment
Cognitive Services
Licensing (annual)
- Annual/monthly licensing plans for Cognitive Services, including upgrades, customer care, and support.
AI Model Development (one time)
- Costs for AI model training and calibration.
- Data Management
- Expenses related to data collection and cleaning.
Hardware, integration, other )one time)
byteLAKE's AI Products (use cases) - presentationbyteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
byteLAKE's AI Products for Industries (2024-02)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive Maintenance | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
byteLAKE's CFD Suite (AI-accelerated CFD) (2024-02)byteLAKE
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
AI Solutions for Industries | Quality Inspection | Data Insights | Predictive...byteLAKE
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
Self-Checkout for Restaurants / AI Restaurants (2024-02)byteLAKE
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Self-Checkout (AI for Restautants) - case study by byteLAKE's partner: SimprabyteLAKE
This is a case study one-pager prepared by byteLAKE's partner: Simpra.
Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
byteLAKE: Sztuczna Inteligencja dla Przemysłu i UsługbyteLAKE
Rozwiązania Oparte na Sztucznej Inteligencji dla Przemysłu (SI; ang. AI, Artificial Intelligence) | Monitorowanie Jakości | Analityka Danych z Czujników | Wykrywanie Usterek | Optymalizacja Symulacji CFD | AI dla Kas Samoobsługowych | Rozpoznawanie Produktów | byteLAKE.com (EN) | byteLAKE.pl (PL)
Poznaj byteLAKE: Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnorodnych sektorów przemysłu. Nasza pasja polega na wykorzystaniu potencjału potężnej SI/AI do przekształcania danych w wartościowe informacje. Nasze obszary działania obejmują szeroki wachlarz branż: od przemysłu produkcyjnego, poprzez motoryzację, przemysł papierniczy, chemiczny, energetykę, aż po sektor restauracyjny. Dzięki naszemu zestawowi narzędzi CFD Suite, przyspieszamy symulacje związane z obliczeniową mechaniką płynów (CFD; ang. Computational Fluid Dynamics), co pozwala skrócić czas potrzebny na ich wykonanie. Efektem tego jest oszczędność kosztów oraz umożliwienie szybkiego podejmowania kluczowych decyzji. Nasze Cognitive Services to produkt, który usprawnia procesy produkcyjne. Dzięki automatycznej inspekcji wizualnej, ocenie jakości silników opartej na analizie dźwięków oraz monitorowaniu linii mokrej w przemyśle papierniczym, otwieramy przed Tobą szereg nowych możliwości. Cognitive Services obejmują także zaawansowany moduł do analityki danych z czujników (IoT), stanowiący fundament dla systemów Predictive Maintenance, umożliwiających uniknięcie awarii, wykrycie potencjalnych ryzyk oraz generowanie alarmów, by zoptymalizować działanie złożonych infrastruktur. W branży restauracyjnej i detalicznej efektywnie rozpoznajemy produkty i umożliwiamy tworzenie kas samoobsługowych, dzięki czemu eliminujemy kolejki i zwiększamy satysfakcję klientów. Co więcej, tworzymy również oprogramowanie na zamówienie gdzie korzystając z algorytmów SI/AI, pomagamy dokładnie przeanalizować obrazy, filmy, dźwięki oraz dane z czujników. Zapraszamy do zapoznania się z naszą ofertą na stronie internetowej www.byteLAKE.pl. Jeśli preferujesz język angielski, zachęcamy do odwiedzenia wersji anglojęzycznej pod adresem www.byteLAKE.com.
Rozwiązania Oparte na Sztucznej Inteligencji dla Przemysłu (SI; ang. AI, Artificial Intelligence) | Monitorowanie Jakości | Analityka Danych z Czujników | Wykrywanie Usterek | Optymalizacja Symulacji CFD | AI dla Kas Samoobsługowych | Rozpoznawanie Produktów | byteLAKE.com (EN) | byteLAKE.pl (PL)
Poznaj byteLAKE: Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnorodnych sektorów przemysłu. Nasza pasja polega na wykorzystaniu potencjału potężnej SI/AI do przekształcania danych w wartościowe informacje. Nasze obszary działania obejmują szeroki wachlarz branż: od przemysłu produkcyjnego, poprzez motoryzację, przemysł papierniczy, chemiczny, energetykę, aż po sektor restauracyjny. Dzięki naszemu zestawowi narzędzi CFD Suite, przyspieszamy symulacje związane z obliczeniową mechaniką płynów (CFD; ang. Computational Fluid Dynamics), co pozwala skrócić czas potrzebny na ich wykonanie. Efektem tego jest oszczędność kosztów oraz umożliwienie szybkiego podejmowania kluczowych decyzji. Nasze Cognitive Services to produkt, który usprawnia procesy produkcyjne. Dzięki automatycznej inspekcji wizualnej, ocenie jakości silników opartej na analizie dźwięków oraz monitorowaniu linii mokrej w przemyśle papierniczym, otwieramy przed Tobą szereg nowych możliwości. Cognitive Services obejmują także zaawansowany moduł do analityki danych z czujników (IoT), stanowiący fundament dla systemów Predictive Maintenance, umożliwiających uniknięcie awarii, wykrycie potencjalnych ryzyk oraz generowanie alarmów, by zoptymalizować działanie złożonych infrastruktur. W branży restauracyjnej i detalicznej efektywnie rozpoznajemy produkty i umożliwiamy tworzenie kas samoobsługowych, dzięki czemu eliminujemy kolejki i zwiększamy satysfakcję klientów. Co więcej, tworzymy również oprogramowanie na zamówienie gdzie korzystając z algorytmów SI/AI, pomagamy dokładnie przeanalizować obrazy, filmy, dźwięki oraz dane z czujników. Zapraszamy do zapoznania się z naszą ofertą na stronie internetowej www.byteLAKE.pl. Jeśli preferujesz język angielski, zachęcamy do odwiedzenia wersji anglojęzycznej pod adresem www.byteLAKE.com.
Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnorodnych sektorów przemysłu (SI; ang. AI, Artificial Intelligence). W byteLAKE korzystamy z najnowocześniejszych technologii do automatyzacji kontroli jakości oraz analityki danych, dostosowanych do sektorów produkcji, motoryzacji, papierniczego, chemicznego oraz energetycznego. Dodatkowo, w branży restauracyjnej i detalicznej, skutecznie rozpoznajemy produkty oraz umożliwiamy tworzenie kas samoobsługowych.
Nasze produkty:
► byteLAKE's CFD Suite wykorzystuje sztuczną inteligencję, aby przyspieszyć symulacje z zakresu obliczeniowej mechaniki płynów (CFD; ang. Computational Fluid Dynamics), co pozwala na skrócenie czasu potrzebnego do ich przeprowadzenia. Dzięki temu uzyskujemy oszczędności kosztów oraz umożliwiamy szybkie podejmowanie kluczowych decyzji. Więcej informacji na stronie: www.byteLAKE.com/en/CFDSuite (strona w języku angielskim).
► byteLAKE's Cognitive Services: Wykorzystaj pełny potencjał Przemysłu 4.0 dzięki naszemu kompleksowemu zestawowi rozwiązań opartych na SI.
• Przemysł Produkcyjny: Wykorzystaj analizę obrazów do precyzyjnej kontroli wizualnej procesów, części, komponentów i produktów, zapewniając doskonałą kontrolę jakości i minimalizując błędy. Dowiedz się więcej na stronie www.byteLAKE.com/pl/produkcja.
• Przemysł Motoryzacyjny: Wykorzystaj analizę dźwięku do oceny i analizy jakości silników samochodowych, umożliwiając proaktywną inspekcję jakości i zapobiegając potencjalnym problemom. Odkryj więcej na stronie www.byteLAKE.com/pl/samochodowy.
• Przemysł Papierniczy: Wykorzystaj zaawansowane kamery do ciągłego monitorowania procesu produkcji papieru, dokładnie wykrywając i analizując linię mokrą. Optymalizuj produkcję, zmniejszaj odpady i zwiększaj efektywność. Dowiedz się więcej na stronie: www.byteLAKE.com/pl/papierniczy.
• Analityka Danych: Wykorzystaj nasz moduł SI do analityki danych z czujników (IoT), stanowiący fundament dla systemów Predictive Maintenance, umożliwiających uniknięcie awarii, wykrycie potencjalnych ryzyk oraz generowanie alarmów, by zoptymalizować działanie złożonych infrastruktur. Przekształć dane z różnych źródeł (czujniki IoT, dokumenty, prognozy pogody online itp.) w wartościowe informacje, umożliwiające podejmowanie lepszych decyzji. Dowiedz się więcej na stronie: www.byteLAKE.com/pl/AnalitykaDanych.
• Restauracje / Detal: Uprość i przyspiesz proces płatności dzięki naszemu rozwiązaniu dla kas samoobsługowych. Nasz moduł SI jest w stanie rozpoznać posiłki i produkty spożywcze, przesyłając listę bezpośrednio do kasy. Skróć kolejki i czas oczekiwania, zwiększając satysfakcję klientów. Dowiedz się więcej na stronie: www.byteLAKE.com/pl/SI-dla-Restauracji.
Poznaj wszystkie możliwości, jakie oferują rozwiązania oparte na sztucznej inteligencji. Więcej informacji o Cognitive Services od byteLAKE znajdziesz na stronie: www.byteLAKE.com/pl/CognitiveServices.
► Oprogramowanie SI na Zamówienie
Empowering Industries with Artificial Intelligence Solutions. At byteLAKE, we harness cutting-edge technology to provide advanced quality inspection and data insights tailored for the Manufacturing, Automotive, Paper, Chemical, and Energy sectors. Additionally, we offer self-checkout stations for Restaurants and object recognition solutions for Retail businesses.
Explore our featured products:
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Experience the future of AI-driven excellence. Discover more about byteLAKE's Cognitive Services at www.byteLAKE.com/en/CognitiveServices.
► Custom AI Software Development: Choose from our range of AI services, including AI Workshops with inspiring case studies and insights, Edge AI for real-time analytics on images, videos, sounds, and time-series data, Cognitive Automation for the automation of complex tasks with software robots, and HPC for algorithm optimization across various CPU, GPU, and FPGA architectures.
► Incubation: Explore our innovative product brainello, an AI-powered document processing software that works without templates, and Ewa Guard, AI for Drones enabling large area visual analytics.
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
Advanced Quality Inspection and Data Insights (Artificial Intelligence)byteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
Empowering Industries with Artificial Intelligence Solutions. At byteLAKE, we harness cutting-edge technology to provide advanced quality inspection and data insights tailored for the Manufacturing, Automotive, Paper, Chemical, and Energy sectors. Additionally, we offer self-checkout stations for Restaurants and object recognition solutions for Retail businesses.
Explore our featured products:
► byteLAKE's CFD Suite: Accelerate your Computational Fluid Dynamics (CFD) simulations by leveraging the speed and efficiency of artificial intelligence. Slash simulation times, minimize trial-and-error costs, and supercharge decision-making for heightened productivity. Learn more at www.byteLAKE.com/en/CFDSuite.
► byteLAKE's Cognitive Services: Unlock the full potential of Industry 4.0 with our comprehensive suite of AI solutions.
• Manufacturing: Employ image analytics for precise visual inspection of processes, parts, components, and products, ensuring impeccable quality control and minimizing errors. Learn more at www.byteLAKE.com/en/manufacturing.
• Automotive: Harness sound analytics to assess and analyze the quality of car engines, enabling proactive maintenance and preventing potential issues. Discover more at www.byteLAKE.com/en/automotive.
• Paper Industry: Implement advanced cameras to continuously monitor the papermaking process, accurately detecting and analyzing the wet line. Optimize production, reduce waste, and enhance efficiency. Explore further at www.byteLAKE.com/en/paper.
• Data Insights: Leverage our AI module for advanced predictive maintenance, detecting risky situations and triggering alarms. Seamlessly turn data from various sources (IoT sensors, documents, online weather forecasts, etc.) into actionable information for better decisions. Learn more at: www.byteLAKE.com/en/DataInsights.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Experience the future of AI-driven excellence. Discover more about byteLAKE's Cognitive Services at www.byteLAKE.com/en/CognitiveServices.
► Custom AI Software Development: Choose from our range of AI services, including AI Workshops with inspiring case studies and insights, Edge AI for real-time analytics on images, videos, sounds, and time-series data, Cognitive Automation for the automation of complex tasks with software robots, and HPC for algorithm optimization across various CPU, GPU, and FPGA architectures.
► Incubation: Explore our innovative product brainello, an AI-powered document processing software that works without templates, and Ewa Guard, AI for Drones enabling large area visual analytics.
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
• Restaurants / Retail: Simplify and expedite the checkout process with our solution for self-checkout stations. Our AI module can recognize meals and groceries effortlessly, sending the list directly to the cashier's machine for efficient self-checkout. Shorten queues and wait times, elevating customer satisfaction. Learn more at www.byteLAKE.com/en/AI4Restaurants.
Applying Industrial AI Models to Product Quality InspectionbyteLAKE
Seamlessly integrate AI, sensors, and real-time insights for
Predictive Maintenance and the superior Quality Control you are looking for. Elevate your operations with byteLAKE's AI-powered solution.
This article originally appeared on insight.tech: https://www.insight.tech/industry/applying-industrial-ai-models-to-product-quality-inspection
About the Author
Pedro Pereira has covered technology for a quarter century. He has freelanced for some of the biggest names in IT publishing and an extensive list of marketing agencies and technology vendors. He was a pioneer in covering managed services and cloud computing, and currently writes about cybersecurity, IoT, cloud, and space. He holds a degree in Journalism from UMass/Amherst.
Learn more:
https://bit.ly/45gUQVX
via @insight.tech
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
byteLAKE's expertise across NVIDIA architectures and configurationsbyteLAKE
AI Solutions for Industries | Quality Inspection | Data Insights | AI-accelerated CFD | Self-Checkout | byteLAKE.com
byteLAKE: Empowering Industries with AI Solutions. Embrace cutting-edge technology for advanced quality inspection, data insights, and more. Harness the potential of our CFD Suite, accelerating Computational Fluid Dynamics for heightened productivity. Unlock new possibilities with Cognitive Services: image analytics for precise visual inspection for Manufacturing, sound analytics enabling proactive maintenance for Automotive, and wet line analytics for the Paper Industry. Seamlessly convert data into actionable insights using Data Insights' AI module, enabling advanced predictive maintenance and risk detection. Simplify Restaurant and Retail operations with our efficient self-checkout solution, recognizing meals and groceries and elevating customer satisfaction. Custom AI Development services available for tailored solutions. Discover more at www.byteLAKE.com.
CFD Suite (AI-accelerated CFD) - Sztuczna Inteligencja Przyspiesza Symulacje ...byteLAKE
X Kongres #PolskaChemia za nami! Razem z AB Innovation Designer zaprezentowaliśmy rozwiązania #IT dla przemysłu chemicznego. Poniżej nagranie z naszego wystąpienia na temat: CFD Suite (AI-accelerated CFD), #SztucznaInteligencja #SI Przyspiesza Symulacje #CFD.
Prezentacja dostępna jest tutaj: https://www.slideshare.net/byteLAKE/cfd-suite-aiaccelerated-cfd-sztuczna-inteligencja-przyspiesza-symulacje-cfd-prezentacja
Nagranie: https://youtu.be/XxFSLZBwgys
Więcej informacji o byteLAKE:
byteLAKE: Rozwiązania oparte na Sztucznej Inteligencji dla Przemysłu (SI; ang. AI, Artificial Intelligence). Produkty AI dla przemysłu produkcyjnego, motoryzacyjnego, restauracyjnego, papierniczego i chemicznego.
Poznaj byteLAKE: Tworzymy innowacyjne rozwiązania oparte na Sztucznej Inteligencji dla różnych branż. Nasz zestaw narzędzi CFD Suite przyspiesza symulacje dot. obliczeniowej mechaniki płynów (CFD; ang. Computational Fluid Dynamics), skracając ich czas z godzin do minut - co pozwala zaoszczędzić koszty i szybciej podejmować decyzje. Usługi Cognitive Services usprawniają procesy produkcyjne oferując automatyczną inspekcję wizualną, w motoryzacji potrafią dokonać oceny jakości silników a w przemyśle papierniczym monitorować i analizować tzw. linię mokrą. Cognitive Services zawierają również zaawansowany moduł do analizy danych z czujników (IoT, ang. Internet of Things), który stanowi bazę systemów Predictive Maintenance, pozwalających uniknąć awarii, wykrywających ryzyka oraz generujących alarmy i umożliwiających optymalizację działania złożonych infrastruktur. W restauracjach nasze oprogramowanie rozpoznaje posiłki i umożliwia zbudowanie kas samoobsługowych, skracając czas oczekiwania. Tworzymy także oprogramowanie na zamówienie, które przy pomocy algorytmów SI/AI umożliwia precyzyjną analizę obrazów, filmów, dźwięków i danych z czujników. Zapraszamy do odwiedzenia naszej strony internetowej www.byteLAKE.pl. Angielska wersja strony: www.byteLAKE.com.
#AI #ArtificialIntelligence #FluidDynamics #OpenFOAM #Chemia #Technologia #Przemysł #Webinar #Symulacje #Fabryka #Produkcja #Manufacturing #Automotive #Industry40
byteLAKE's Scan&GO - Self-Check-Out Solution for Retail (EuroShop'23)byteLAKE
Introducing Cognitive Services for Restaurants: a powerful add-on software that revolutionizes your operations. Seamlessly recognizing meals and instantly transmitting a comprehensive list to the cashier's machine, this innovative solution is designed to elevate your restaurant experience.
Combined with the Simpra Suite, a comprehensive software package tailored for hotels and restaurants, you unlock a wealth of benefits. From efficient payment processing and order management to seamless reservations, inventory control, and loyalty program administration, Simpra Suite empowers you to streamline your entire operation with ease.
With Cognitive Services for Restaurants and Simpra Suite, you can:
► Enhance Efficiency: Optimize your workflow by automating meal recognition and instantly relaying information to the cashier's machine. Say goodbye to manual processes, reducing errors and saving valuable time.
► Improve Customer Experience: Delight your customers with swift and accurate transactions. By effortlessly managing payments, orders, reservations, and loyalty programs, you can provide a seamless and personalized dining experience.
► Boost Operational Productivity: Take control of your inventory, streamline operations, and gain valuable insights into your business performance. Simpra Suite enables you to make data-driven decisions and optimize your resources effectively.
Experience the power of Cognitive Services for Restaurants bundled with Simpra Suite—an all-encompassing software solution designed to transform your restaurant into a well-oiled machine. Elevate your customer service, increase efficiency, and unlock the full potential of your establishment. Contact us today to explore how our comprehensive suite of tools can revolutionize your business.
Learn more:
• byteLAKE's Cognitive Services for Restaurants: https://www.bytelake.com/en/AI4Restaurants (EN) and https://www.bytelake.com/pl/SI-dla-Restauracji (PL)
• Simpra Suite: www.SimpraSuite.com and www.GetSimpra.com
• Videos:
o EuroGastro'23: https://youtu.be/vY5w6kdy3io
o EuroShop'23: https://youtu.be/RsxTBjaTl2E
o Explainer video: https://youtu.be/FZmfGUyvZtk
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Generating a custom Ruby SDK for your web service or Rails API using Smithyg2nightmarescribd
Have you ever wanted a Ruby client API to communicate with your web service? Smithy is a protocol-agnostic language for defining services and SDKs. Smithy Ruby is an implementation of Smithy that generates a Ruby SDK using a Smithy model. In this talk, we will explore Smithy and Smithy Ruby to learn how to generate custom feature-rich SDKs that can communicate with any web service, such as a Rails JSON API.
Generating a custom Ruby SDK for your web service or Rails API using Smithy
AI in Manufacturing: moving AI from Idea to Execution
1. Moving AI from Idea
to Execution
Manufacturing
RESEARCHED BY
COMMISSIONED BY
Omdia was established following the merger of Ovum, Heavy Reading
and Tractica with the acquired IHS Markit technology research portfolio.
2. AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION: MANUFACTURING
Focused on a bold vision to deliver smarter technology for all, Lenovo is
developing world-changing technologies that create a more inclusive, trustworthy,
and sustainable digital society. By designing, engineering, and building the world’s
most complete portfolio of smart devices and infrastructure, we are also leading
an Intelligent Transformation – to create better experiences and opportunities for
millions of customers around the world.
Accelerating AI relies on GPUs. NVIDIA delivers GPU acceleration everywhere
it’s needed—to data centers, desktops, laptops, and the world’s fastest
supercomputers. As companies are increasingly data-driven, the demand for AI
technology grows. From speech recognition and recommender systems to medical
imaging and improved supply chain management, AI technology is providing
enterprises the compute power, tools, and algorithms their teams need to do their
life’s work.
Analytics and AI are changing the way organizations do business in industries from
Manufacturing to Retail, Healthcare to Finance. Nearly half of enterprises have started
their AI journey but many are challenged with moving AI from research to reality.
As the Power of 2, Lenovo and NVIDIA unite to bring innovative solutions and
intelligent infrastructures used to solve your greatest challenges of today and
tomorrow. We equip data-centered researchers, pioneers and visionaries across all
industries with the instruments of their life’s work and help them to evolve, transform
and implement enterprise AI solutions to deliver Smarter Technology for All.
Learn how Lenovo and NVIDIA can help you harness the value of your data and
transform your business.
To find out visit www.powerof2.nvidia.lenovo.com.
2
A Message from Lenovo & NVIDIA
3. AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION: MANUFACTURING 3
Global adoption of AI continues to accelerate, moving from initial promise
into real-world value for all types of organizations. Omdia, a powerhouse that
combines Informa Tech’s market leading analyst houses, of Ovum, Heavy Reading,
Tractica, and the majority of IHS Markit’s Technology research, predicts surging
growth and investment through 2021 and beyond, as early adopters deepen
investments and fast followers initiate new projects.
In fact, if AI was a country, then its GDP would place in the top #100 in 2020
(between Jordan and Congo). In less than 5 years, that swells to $200bn USD
spending and a top #50 berth (between Portugal and Peru). AI is powering a
global digital transformation and it’s moving fast.
According to the US Bureau of Labor Statistics, the US attained a 5.4% increase
in productivity during Q1 2021, the second strongest quarterly growth in the
past decade. Omdia believes the real-world deployment of AI technology and
the spread of AI beyond hyperscalers is driving new levels of efficiency and
productivity. This boost in AI continues to help businesses thrive in a COVID-
affected world and AI budgets are only set to increase in the longer term.
To power that growth, AI will reach further down into the ecosystem – including to
small and midsized businesses (SMBs) – as it becomes more understood, easier to
implement, more scalable and more affordable.
This Omdia eBook, commissioned by Lenovo and NVIDIA, tracks that move from
niche to mainstream for AI across all industries – and in particular for the vertical
of Manufacturing.
The Widening World of AI
Global AI Spending (Software, Hardware and Data Centre)
Source: Omdia
“Now more than ever, knowledge gained from enterprise
data and analytics can serve as an actionable antidote to
global uncertainty.”
Bradley Shimmin, Chief Analyst, AI Platforms, Analytics, and Data Management - Omdia
4. 4
AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION: MANUFACTURING
AI spending has grown tremendously in recent years – and the global market for
AI software alone is expected to increase from $17bn in 2019 to $126bn by 2026.
Significant opportunity lies ahead for AI software market penetration, despite
short-term economic and market turbulence.
Global AI Software Spending
Following a traditional adoption path, many enterprises first pilot the technology
with proof-of-concept (PoC) projects, before later moving to full-scale
implementation, and often finding AI software can help cut costs and generate
new revenue streams. Yet, AI software remains a relatively small portion of overall
software sales, with varying acceptance across industries.
For many, moving beyond the PoC stage has been a significant challenge – but
2020/2021 is proving to be a tipping point in attitudes (especially as COVID
accelerates some of the existing trends towards digital and virtual solutions). In an
Omdia survey, 24% of enterprises now say they have fully deployed AI in at least
one function, as the barrier to entry for what were traditionally highly specialized
data and analytics practices has fallen steadily over the past five years.
It’s no longer a conversation of how AI ‘could’ transform businesses, but how
it is already doing so. With an increasing number of players involved, the
democratization of AI also moves out of the niche and into the mainstream.
AI Moves to the Mainstream
24% Enterprises deployed AI
in one or more functions
0
$30m
$60m
$90m
$120m
$150m
2026
2025
2024
2023
2022
2021
2020
2019
5. 5
AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION: MANUFACTURING
A mixture of technical and non-technical challenges have held back adoption
of AI in many businesses to date – with lack of qualified personnel (the human
challenge), complexity (the technical challenge) and lack of budget (the monetary
challenge) the top three ranked amongst enterprises.
However, as adoption increases and businesses increasingly see the ROIs proven
out from AI solutions and use cases, the business value becomes clearer and
businesses are ready for the next wave of projects.
A critical element of this learning is identifying and deploying the best
performance metrics. With so much investment at stake and the early-stage
nature of AI market adoption, key performance indicators (KPIs) for AI are
the most important guardrail for senior management to use to guide their
AI strategies. Predictably, the most common KPIs focus on cost reduction,
engagement and time reduction.
Most encouragingly, the payoff period for AI is also moving closer – a particularly
important consideration for the SMB community who can drive the next wave of
adoption. In a recent Omdia survey, 72% of small and midsized businesses (SMB,
Less than $1bn revenue) respondents said they were confident/very confident
AI will deliver positive results towards their business goals within the next 12-24
months. Omdia expects this confidence to translate into surging growth of AI
applications in 2021.
The AI Drivers and Challenges
What is the biggest factor slowing your organisation’s adoption of AI?
Lack of knowledge
about the technology
Lack of
qualified personnel
Complexity
Lack of budget
Unclear ROI
16.0%
14.2%
11.1%
10.8%
10.4%
Notes: 2020 State of AI Survey (in conjunction with Information Week and ITPro Today; n=288. Source: Omdia
18%
Cost reduction
17%
Engagement
16%
Time reduction
The most common AI project KPIs (% of total)
6. 6
AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION: MANUFACTURING
Early adopters of AI may gain a competitive advantage, but fast followers can
quickly close the gap. In particular, fast followers can game plan potential
acceleration of their AI deployment, develop specifications and RFPs to channel AI
vendor proposals, learn from the process to choose their vendors/find tools, and
move to deployment (and ROI) with ever increasing speed. This is true for both
Large Enterprise and SMBs.
As the market grows, the abundance and ubiquity of data coupled with the maturation
of self-service analytics has helped companies democratize data among business
users and break down data silos between departments. The democratization of AI
also extends to the vendor community. For example, where AI hardware used to
be the reserve of cloud hyperscalers, AI is now firmly within the broader market for
enterprise data centres – with massive potential for AI-enabled servers.
Fast followers can reap the benefit of seeing AI-enabled hardware offered to
them in accessible and affordable options, with familiar-looking approaches
and solutions. For enterprises and SMBs where the human challenges of
knowledge/staff training remains a barrier, buying in ready-made AI expertise
and professional services provides a clear and easy adoption path. In fact, vendor
expertise is the top reason why enterprises selected a particular commercial
AI solution vendor (selected within the top 3 by 79%), with spending on AI
professional services split across the spectrum of solution types.
Vendor-led, affordable, accessible and scalable solutions are key in accelerating
the AI growth path through the SMB community.
Breaking Down AI Barriers
Data center server equipment by market segment worldwide forecast ($) Most adopted AI professional services (% of total) – Omdia end-user survey
23% Integration
services 21% Customization
services 20% Training
services
0
$1bn
$2bn
$3bn
$4bn
$5bn
$6bn
Service provider: cloud
Enterprise
CY25
CY24
CY23
CY22
CY21
CY20
CY19
Enterprise Service provider: cloud
7. AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION: MANUFACTURING 7
7
AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION
Vertical Market -
Manufacturing
8. AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION: MANUFACTURING 8
AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION
The movement of ‘Industry 4.0’ is bringing digital transformation to the
manufacturing industry, as enterprises and factory operators look to harness the
power of data and software to bring real ROI to operations and strategy. Industry
4.0 is driven by the adoption of both IoT and AI technology – and the move
towards automation.
However, the manufacturing space is a cautious industry – dominated by
hardware, long ROI/payback periods, technical challenges from legacy systems,
and the human challenges such as an ageing workforce.
Industrial IoT (IIoT) has been in development and adoption for decades, but still
has a long way to go. As the conversation evolves, focus moves away from purely
hardware, through the challenges of connectivity, and now firmly onto software
and applications. That means analytics and AI are increasingly at the forefront of
new technology adoption – and applications such as Digital Twin are part of both
operations and business strategy.
Despite its caution, the manufacturing industry will spend $13.6bn USD on
AI software between 2019-2026, with the top three applications of Quality
Monitoring, Predictive Analytics and Device Monitoring & Control. In the Omdia
AI Maturity Survey, almost 1 in 4 manufacturing end-users say they’ve already
implemented an AI project within ‘Operations’ (or will within 12 months).
Predictably, this shows a clear focus on the operational side of the business –
the same survey shows ‘reduce bottom line costs’ as the single most important
outcome for AI projects – but as the IT/OT (Operational Technology) convergence
continues, it brings new solutions and new thinking to the market. Companies
previously at opposite ends of the ecosystem are now potential collaborators
or competitors – and the end-users can reap the rewards of systems that are
increasingly easy to implement and can cover a wider range of applications
Percentage AI software spend by application: 2019 - 2026
Manufacturing – An Introduction for AI
0
5%
10%
15%
20%
25%
30%
Voice/speech
recognition
Process
optimization
Visual
analytics
Device monitoring
& control
Predictive
analytics
Quality
monitoring
Modeling
& simulation
9. AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION: MANUFACTURING 9
AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION
Across all industries, Omdia research shows that Reduced Cost, Reduced Time and
Engagement are the top 3 KPIs used by enterprises when implementing AI projects.
In the manufacturing sector, Engagement is replaced in the top 3 by Improving
Accuracy – with ‘Showing ROI’ and ‘Productivity’ ranking just outside.
Top rated KPIs
With such a strong focus on the operational side of business and the traditional
hardware focus, it’s no wonder that this is reflected in both KPIs/drivers, but also in
the top perceived challenges.
For example, the discussion between cloud and edge burns brightly in
manufacturing. The Industrial Edge Computing market is still nascent but is
expected to grow from $590 million in 2019 to over $4.5 billion by 2030.
With so many connected devices, the need for low latency and concerns over
privacy/security, this makes sense for many enterprises and factories.
However, attitudes are changing as enterprises see the scalability and ROI that
cloud-computing can bring. The ability to deploy IIoT projects with analytics locally
is now becoming increasingly viable, with the emergence of edge hardware and
software solutions from a range of different types of vendors. This includes vendors
of automation, as well as leading hyperscalers, and a host of companies in between.
This unlocks the next level of spend from the manufacturing sector – where the
long-term CAGR of approx. -7% for OT equipment spend is compared to a long-
term CAGR of around 10% for IT/OT software in the same space. Early adopters are
also seeing proven results – the Omdia IIoT Project Database showing an average
payback on recent projects such as a 36% reduction in design time, 20% reduction in
inventory cost, and 14% increase in labor efficiency.
Long term CAGRs for equipment versus software
Manufacturing – Applications & Challenges
Reduced time Engagement
Reduced cost
-7%
OT equipment
10%
IT/OT software
10. AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION: MANUFACTURING 10
AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION
Computational Fluid Dynamics accelerated with AI
According to the Omdia ICT Enterprise Insights survey, “Product Design and
Simulation” ranks second for upcoming IT investment over the next 18 months from
manufacturing industry end-users, only behind the category of “Manufacturing
Operations Management”. Improving the product design can bring huge ROI for
companies investing in AI.
In the chemical process industry, the vast majority of products are manufactured in
stirred tanks. While configurations change infrequently, recipes change constantly
– meaning huge reliance on experimentation and Computational Fluid Dynamics
(CFD) as part of the design process to make recipes work in a fixed tank. In the
past decade, CFD technology and the on-site computing processing power have
improved dramatically – but simulations have become more complex, detailed and
accurate, and can still take 3-4 days to complete.
Simply adding more processing power and purchasing more expensive CFD
software is not a viable option for many. This is why Poland-based AI & HPC solution
company, byteLAKE, has created the CFD Suite to provide AI-accelerated modelling.
CFD Suite includes several solver specific AI models, including for chemical mixing
applications. It works with a range of different computing configurations (CPU,
GPU, PC, Data Center etc.) and its roadmap includes integration within the Lenovo
Intelligence Computing Orchestration (LiCO).
The solution uses AI models to effectively predict the outcome of conventional CFD
simulations – and early results show byteLAKE has achieved 93% accuracy, reducing
turnaround time of mixing simulations from hours to minutes. This allows faster
scale up, reduced design time and cost, and is achievable without needing to invest
in costly hardware adaptations. The AI-based CFD simulation means engineers can
see results in minutes rather than hours.
Manufacturing – Case Study
Cost savings of half a million dollars are common per
project – for example where AI for CFD Suite from
byteLAKE powers MIXiT, the Enterprise mixing analysis
software developed by Tridiagonal. Extensively used in
the chemical/pharmaceutical industry to reduce design
and optimize production in stirred tanks, the software
allows design/plant engineers to conduct near real time
analysis of mixing. This opens the possibility for building
full 3-D CFD driven Digital twins in the future.
11. “CFD simulations help create products
we use daily. From shower gels to pharmacies and various
chemicals. To meet the ever-increasing demand for a faster turnaround time
of such simulations, byteLAKE has been leveraging AI to help industries reduce
computational and operational costs as well as ultimately expedite calculations
of CFD simulations. In turn, engineers get a tool that helps them validate more
designs within the same time and eventually build products more efficiently.
We used Lenovo’s infrastructure powered by Intel® CPU processors and NVIDIA
V100 GPUs to cut the time of chemical mixing CFD simulations from approx. 4
hours to under 10 minutes while keeping the accuracy of 93%”
Marcin Rojek, byteLAKE’s co-founder
12. AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION: MANUFACTURING
About Lenovo
Focused on a bold vision to deliver smarter
technology for all, Lenovo is developing world-
changing technologies that create a more inclusive,
trustworthy, and sustainable digital society. By
designing, engineering and building the world’s
most complete portfolio of smart devices and
infrastructure, we are also leading an Intelligent
Transformation—to create better experiences and
opportunities for millions of customers around
the world.
About NVIDIA
In 1999 sparked the growth of the PC gaming
market, redefined modern computer graphics, and
revolutionized parallel computing. More recently,
GPU deep learning ignited modern AI — the next
era of computing — with the GPU acting as the brain
of computers, robots, and self-driving cars that can
perceive and understand the world.
NVIDIA AI
NVIDIA Virtualization (vGPU)
NVIDIA Data Center
About Omdia
Omdia is a global technology research powerhouse,
established following the merger of the research
division of Informa Tech (Ovum, Heavy Reading, and
Tractica) and the acquired IHS Markit technology
research portfolio*
. We combine the expertise of
more than 400 analysts across the entire technology
spectrum, covering 150 markets. We publish over 3,000
research reports annually, reaching more than 14,000
subscribers, and cover thousands of technology,
media, and telecommunications companies.
Our exhaustive intelligence and deep technology
expertise enable us to uncover actionable insights
that help our customers connect the dots in today’s
constantly evolving technology environment and
empower them to improve their businesses – today
and tomorrow.
* The majority of IHS Markit technology research products and solutions were acquired by Informa in
August 2019 and are now part of Omdia.
12
Appendix
13. AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION: MANUFACTURING
Analysts
David Green: Consulting Director, AI & IoT:
David.green@omdia.com
Methodology
The Technology team at Omdia is the leading source of
information, insight and analytics in critical areas that
shape today’s technology ecosystem—from materials
and components, to devices and equipment, to end
markets and consumers. Businesses and governments
in more than 150 countries around the globe rely on
the deep market insight we provide from over 300
industry analysts in technology sectors spanning IT,
telecom, media, industrial, automotive, electronics,
IoT and more. What sets Omdia’s AI research Practice
apart is our team of technical, experienced analysts,
and our end-to-end coverage of the industry.
This eBook pulls together insights from the Omdia
AI analyst team, alongside quantitative research
highlights from syndicated reports from the Analytics
& Data Management Intelligence Service, Artificial
Intelligence Applications Intelligence Service, and
Artificial Intelligence Business Toolkit Intelligence
Service. Some of the key publications within those
are listed to the right.
References
13
References/Further Reading
Artificial Intelligence Software Market Forecasts –
2Q21 Analysis
AI Business Performance Metrics Database –
2Q21 Analysis
AI Market Maturity Survey
AI for Healthcare Applications Report – 2021
14. AN OMDIA EBOOK MOVING AI FROM IDEA TO EXECUTION: MANUFACTURING
Analysts
David Green: Consulting Director, AI & IoT:
David.green@omdia.com
Methodology
The Technology team at Omdia is the leading source of
information, insight and analytics in critical areas that
shape today’s technology ecosystem—from materials
and components, to devices and equipment, to end
markets and consumers. Businesses and governments
in more than 150 countries around the globe rely on
the deep market insight we provide from over 300
industry analysts in technology sectors spanning IT,
telecom, media, industrial, automotive, electronics,
IoT and more. What sets Omdia’s AI research Practice
apart is our team of technical, experienced analysts,
and our end-to-end coverage of the industry.
This eBook pulls together insights from the Omdia
AI analyst team, alongside quantitative research
highlights from syndicated reports from the Analytics
& Data Management Intelligence Service, Artificial
Intelligence Applications Intelligence Service,
and Artificial Intelligence Business Toolkit
Intelligence Service.
Further reading
TBC
14
References/Further Reading
The Omdia team of 400+ analysts and consultants are located across the globe