Post-Covid Conferences

Everyone is imagining a post-Covid time, most likely coming by May or June 2021, wondering how many changes we’ve made this year to meetings, conferences, church services, and other gatherings. I have been receiving a steady stream of announcements for 2021 technology conferences. All of them up until May will build upon the tech foundations pioneered this year. 

Many of the conferences have been well put together. They have packed information in a succinct package. I could actually attend several conflicting conferences without the hassle of either trying to travel to each or blow some off. There are benefits. As the year went on, some of the trade shows got interesting by adding Zoom or other technology to allow “booth chats” or “booth appointments” where a visitor could discuss products and questions in real time with a live engineer.

I’ve talked with many people about their reactions to church (for the Christian among you). Even Roman Catholic ladies were quite satisfied to watch church from home. The many varieties of Protestants seem to have adapted to staying home, as well, except for a small portion of the more conservative evangelicals who needed to brave exposure to Covid-19 due to the need for companionship (and many people I know did that and became infected, but that’s another story for another blog site).

This is an ideal time to leverage all of these experiments and experiences and look at the second half of 2021 and beyond as a time to do things differently. I would still like to see some in-person gatherings. I miss the conversations, meeting new people, personal contact that you get from being together. It has gotten to the point, though, that conversations have taken the place of actually going to sessions. I’d love a blend of learning online and meeting in person.

What triggered this post was this announcement from PTC about its LiveWorx conference. It is moving toward a continuous model strung out over the year rather than one shot at one time. Interesting. We’ll see how that works for it.

This upcoming year, LiveWorx is going to be a little bit different.

LiveWorx 2021: The Limited Series is a year-round high-impact digital program. Each episode will take its own approach to delivering fresh and relevant insight on digital transformation for the industrial enterprise in a TV show-style format. Throughout the year, viewers will hear perspectives from thought leaders, subject matter experts, technology practitioners and familiar faces from PTC as well.

There are two ways to watch: episodes will air live on key dates and will also be available afterwards on-demand, so viewers can pick and choose whichever is more convenient.

More details will be announced soon, so be sure to subscribe for LiveWorx 21 updates to learn more as 2020 turns into 2021. 

Registration for LiveWorx 2021: The Limited Series will get underway in early 2021. The first episode is scheduled for early spring, with more to come afterwards throughout the rest of the year.

Zoom fatigue is very real at this point, and it’s worth noting that these episodes will be delivered through concise and high impact TV show-style broadcasts, each with a run time of less than two hours.

For a comprehensive rundown of general information about LiveWorx 21, visit our FAQ. If there’s anything additional that you’re curious about, you can always ask us here as well.

2020 has been a year unlike any other. Get ready for a whole new LiveWorx! We can’t wait for you to join us for this unique program in 2021.

IoT Services Suite to Enable Digital Transformation of Smart Cities and Smart Connected Spaces

In the interest of lateral thinking, try these innovative ideas on for size. When Qualcomm called with an invitation to a press event, my first thought was, “Me??” I attended, and I was glad I did. Many ideas worthy of pondering.

Qualcomm Technologies Inc. today announced the Qualcomm IoT Services Suite, which delivers comprehensive, end-to-end, IoT as a Service (IoTaaS) solutions to enable the digital transformation of smart cities and smart connected spaces globally. The Qualcomm IoT Services Suite also demonstrates the continued momentum of the Qualcomm Smart Cities Accelerator Program, which has brought together ~300 members since its launch in April 2019 and showcased a tangible example of what can be achieved with the launch of the Qualcomm Smart Campus in San Diego. 

Adopting smart connected spaces often requires sourcing, developing and integrating a variety of fragmented technologies. In response, the Qualcomm Smart Cities Accelerator Program offers streamlined, comprehensive solutions that address the complexities and challenges around developing secure, smart, connected spaces across industries worldwide. Qualcomm Technologies’ newly announced Qualcomm IoT Services Suite is engineered to deliver a comprehensive, end-to-end solution for plug-and-play deployment, from silicon to modules to devices to software and platform integration. 

When companies and municipalities utilize the Qualcomm IoT Services Suite and other solutions offered by members of the Qualcomm Smart Cities Accelerator Program, they can bypass common fragmentation –making it easier, quicker and more cost-effective to manage and deploy smart connected spaces. 

“The Qualcomm Smart Cities Accelerator Program was designed for plug-and-play deployment of connected devices to enable the proliferation of smart cities and smart connected spaces,” said Sanjeet Pandit, senior director, business development and global head of Smart Cities, Qualcomm Technologies, Inc. “To directly address the fragmented nature of the IoT industry, our Qualcomm Smart Cities Accelerator Program and Qualcomm IoT Services Suite bridge the gap for IoT service providers and entities looking to quickly deploy smart solutions. We’re confident that our unique ecosystem of innovative program members will continue incorporating emerging IoT partners to accelerate the transformation of city infrastructure and services to help enrich people’s lives.”

Qualcomm Smart Cities Accelerator Program ecosystem member Infinite Computer Solutions provides support for the Qualcomm IoT Services Suite platform layer with its Zyter SmartSpaces Platform. This platform seamlessly integrates Qualcomm Technologies’ chipset-enabled subsystems to support middleware, data operations, cloud services, enhanced security, user experience, analytics, collective intelligence and artificial intelligence (AI). Commercial device enablement is then achieved through pre-integration and pre-certification on the platform. 

With the comprehensive Qualcomm IoT Services Suite, Qualcomm Technologies enables ecosystem members to create and deploy smart applications as a service across verticals, including:

•Smart Cities and Spaces as-a-Service delivers solutions for smart lighting, signage, parking and more–all easily deployed with the Zyter Smart Spaces platform–for the accelerated development of smart cities and smart spaces.

•Education as-a-Service allows school districts across the United States direct access to ecosystem members, OneScreen and HoverCam, to enablesmart classrooms and hybrid learning settings. 

•Construction Management as-a-Service prioritizes construction safety and digital management of construction sites, focusing on worker safety with ecosystem members Everguard and Guardhat.

•Logistics as-a-Service enables digital, end-to-end logistical chain management from teams to inventory with Cloudleaf, Inc. and Tag and Track. 

•Healthcare as-a-Service provides direct access to ecosystem members Zyter, Lucid Act Health, VeeMed, and Ceiba for remote patient monitoring and tele-ICU capabilities.

To exemplify IoTaaS and bring to life a tangible proof point of the Qualcomm IoT Services Suite, today Qualcomm Technologies also launched the Qualcomm Smart Campus in San Diego, which exhibits a real-life use case of commercially available, end-to-end solutions. Replicating a city environment in a campus the Qualcomm Smart Campus includes a 5G network, and a variety of intelligent capabilities, including smart parking, lighting, transportation, logistics, trash cans, and edge-AI cameras for security. The Qualcomm Smart Campus is equipped with intuitive and user applications and corresponding command and control center that serves as the “nerve center” of the campus, providing complete operational visibility across entire networks of connected sensors and IoT devices in real-time –viewable from a comprehensive dashboard. These solutions can be reimagined and replicated across multiple industries to address challenges and needs for particular spaces and communities.

Digital Trust and Reasons Why People Collaborate on Open Source

I have two Linux Foundation open source releases today. We connected through the EdgeX Foundry IoT platform. Then we discovered we had many common interests. One of the releases touches on a fundamental element of commerce and collaboration—trust. The Linux Foundation is an open source project. Open source is a powerful software development model. But, it takes many dedicated and talented people to accomplish the task. Why do people work on open source? LF conducted a survey to get an idea.

The Janssen Project Takes on World’s Most Demanding Digital Trust Challenges at Linux Foundation

New Janssen Project seeks to build the world’s fastest and most comprehensive cloud native identity and access management software platform

The Linux Foundation announced the Janssen Project, a cloud native identity and access management software platform that prioritizes security and performance for our digital society. Janssen is based on the Gluu Server and benefits from a rich set of signing and encryption functionalities. Engineers from IDEMIA, F5, BioID, Couchbase, and Gluu will make up the Technical Steering Committee.

Online trust is a fundamental challenge to our digital society. The Internet has connected us. But at the same time, it has undermined trust. Digital identity starts with a connection between a person and a digital device. Identity software conveys the integrity of that connection from the user’s device to a complex web of backend services. Solving the challenge of digital identity is foundational to achieving trustworthy online security.

While other identity and access management platforms exist, the Janssen Project seeks to tackle the most challenging security and performance requirements. Based on the latest code that powers the Gluu Server–which has passed more OpenID self-certification tests then any other platform–Janssen starts with a rich set of signing and encryption functionality that can be used for high assurance transactions. Having shown throughput of more than one billion authentications per day, the software can also handle the most demanding requirements for concurrency thanks to Kubernetes auto-scaling and advances in persistence.

“Trust and security are not competitive advantages–no one wins in an insecure society with low trust,” said Mike Schwartz, Chair of the Janssen Project Technical Steering Committee. “In the world of software, nothing builds trust like the open source development methodology. For organizations who cannot outsource trust, the Janssen Project strives to bring transparency, best practices and collective governance to the long term maintenance of this important effort. The Linux Foundation provides the neutral and proven forum for organizations to collaborate on this work.”

The Gluu engineering teams chose the Linux Foundation to host this community because of the Foundation’s priority of transparency in the development process and its formal framework for governance to facilitate collaboration among commercial partners. 

New digital identity challenges arise constantly, and new standards are developed to address them.  Open source ecosystems are an engine for innovation to filter and adapt to changing requirements. The Janssen Project Technical Steering Committee (“TSC”) will help govern priorities according to the charter.  The initial TSC includes: 

  • Michael Schwartz, TSC Chair, CEO Gluu
  • Rajesh Bavanantham, Domain Architect at F5 Networks/NGiNX
  • Rod Boothby, Head of Digital Trust at Santander
  • Will Cayo, Director of Software Engineering at IDEMIA Digital Labs
  • Ian McCloy, Principal Product Manager at Couchbase
  • Alexander Werner, Software Engineer at BioID

New Open Source Contributor Report from Linux Foundation and Harvard Identifies Motivations and Opportunities for Improving Software Security

New survey reveals why contributors work on open source projects and how much time they spend on security

The Linux Foundation’s Open Source Security Foundation (OpenSSF) and the Laboratory for Innovation Science at Harvard (LISH) announced release of a new report, “Report on the 2020 FOSS Contributor Survey,” which details the findings of a contributor survey administered by the organizations and focused on how contributors engage with open source software. The research is part of an ongoing effort to study and identify ways to improve the security and sustainability of open source software. 

The FOSS (Free and Open Source Software) contributor survey and report follow the Census II analysis released earlier this year. This combined pair of works represents important steps towards understanding and addressing structural and security complexities in the modern-day supply chain where open source is pervasive but not always understood. Census II identified the most commonly used free and open source software (FOSS) components in production applications, while the FOSS Contributor Survey and report shares findings directly from nearly 1,200 respondents working on them and other FOSS software. 

Key findings from the FOSS Contributor Survey include:

  • The top three motivations for contributors are non-monetary. While the overwhelming majority of respondents (74.87 percent) are already employed full-time and more than half (51.65 percent) are specifically paid to develop FOSS, motivations to contribute focused on adding a needed feature or fix, enjoyment of learning and fulfilling a need for creative or enjoyable work. 
  • There is a clear need to dedicate more effort to the security of FOSS, but the burden should not fall solely on contributors. Respondents report spending, on average, just 2.27 percent of their total contribution time on security and express little desire to increase that time. The report authors suggest alternative methods to incentivizing security-related efforts. 
  • As more contributors are paid by their employer to contribute, stakeholders need to balance corporate and project interests. The survey revealed that nearly half (48.7 percent) of respondents are paid by their employer to contribute to FOSS, suggesting strong support for the stability and sustainability of open source projects but drawing into question what happens if corporate interest in a project diminishes or ceases.
  • Companies should continue the  positive trend of corporate support for employees’ contribution to FOSS. More than 45.45 percent of respondents stated they are free to contribute to FOSS without asking permission, compared to 35.84 percent ten years ago. However, 17.48 percent of respondents say their companies have unclear policies on whether they can contribute and 5.59 percent were unaware of what  policies – if any – their employer had. 

The report authors are Frank Nagle, Harvard Business School; David A. Wheeler, the Linux Foundation; Hila Lifshitz-Assaf, New York University; and Haylee Ham and Jennifer L. Hoffman, Laboratory for Innovation Science at Harvard. 

Steve Wozniak Launches his Next Billion-Dollar Venture

Apple co-founder rolls out Efforce to enable any investor to help the planet and participate in the massive $250 billion energy efficiency market. 

This is not specifically manufacturing or even technology news. What we have here is a unique financing instrument to help companies achieve energy savings. Energy savings were a part of my portfolios over my years in product development. I view it as a Lean initiative in that it is a process for eliminating waste. Not to mention side benefits of both helping a company’s bottom line as well as helping the planet’s bottom line.

Here is the press release I received last week.

Apple co-founder, Steve Wozniak, is rolling out his second company, Efforce, to transform and disrupt the energy efficiency market, 45 years after starting the computer company that changed technology. His new business may be on track to do the same with a token listing December 6, 2020 that sent its market capitalization to $950M in the first 13 minutes,10 times the listing price. The company had received an initial valuation of $80M by investors in private sales.

Efforce is a marketplace that enables companies to undertake energy efficiency measures at no cost so that they can invest their liquidity in more critical tasks. With Efforce, the energy efficiency market is accessible to large and small investors alike who can then monetize the transferable energy savings.

Currently, financing energy efficiency measures can be a complex mix of financial and regulatory challenges that limit the speed of growth. Efforce uses an innovative web-based platform to leverage the blockchain, and tokens called WOZX, as the mechanisms to create a seamless platform to spur global energy efficiency. Efforce’s WOZX tokens were listed December 6, 2020 on bithumb.pro.

When Wozniak started Apple his goal was to build smaller, more efficient machines that one day could be accessible to anyone. Through his involvement in Efforce, Wozniak continues to focus on efficiency, broadening business access to energy improvements as well as public access to energy efficiency investments. 

“Energy consumption and CO2 emissions worldwide have grown exponentially, leading to climate change and extreme consequences to our environment. We can improve our energy footprint and lower our energy consumption without changing our habits. We can save the environment simply by making more energy improvements,” said Wozniak. “We created Efforce to be the first decentralized platform that allows everyone to participate and benefit financially from worldwide energy efficiency projects, and create meaningful environmental change.”

“In these difficult times, many small companies are struggling,” said Jacopo Visetti, project lead and co-founder, Efforce. “They can’t afford to switch to LED lighting, streamline production processes, or even insulate to conserve heat, all of which could save them money in the long term. Efforce allows business owners to safely register their energy upgrade project on the web and secure funding from all types of investors around the world. The companies will then have more available cash to use for other critical projects such as infrastructure or hiring.”

The Energy Efficiency Market

The market for energy efficiency projects has reached a staggering $250 billion.* Not only is private industry contributing to the booming market, but governments including the EU and China are investing heavily in energy efficiency funding. However, in order to achieve the International Energy Agency’s Efficient World Scenario, the sector still must double the size of investments to $580 billion by 2025.

Today, investor groups called energy services companies (ESCOs) must have access to large amounts of capital (typically $200,000 minimum) to undertake energy efficiency improvements. They often are unable to turn to traditional banking channels as banks lack the technical expertise to properly assess the return on investment.

In contrast, the Efforce platform democratizes the market. “We have created a business model that allows anyone to participate in the greater good of making the world cleaner and healthier, all by leveraging efficiency for economic growth,” said Visetti.  “Energy efficiency is a way to create a sustainable future, and this is a way to help counter climate change, reduce carbon — and make money while you do it.” 

The Efforce Business Model

Using the Efforce platform, the process of financing and undertaking projects is streamlined:

  • ESCOs register an intended energy efficiency project which is then validated by the Efforce team. 
  • Efforce develops the project with the company, including evaluating the investment need, calculating the anticipated return, and creating an Energy Performance Contract (EPC) that details the savings and the duration of the returns for the company and investors.
  • The platform then lists the project for crowd contribution. The participants may buy into the project using fractional or whole WOZX tokens. 
  • Efforce measures energy savings on these projects through smart meters attached to the blockchain. The savings data are loaded to the investor’s profile as an energy credit for use or sale by the investor. Energy credits are distributed in megawatt-hours.  

The company is run by veteran executives highly familiar with the energy efficiency sector, who after a decade of experience with the less efficient but still-profitable ESCO model began to develop the Efforce business model and platform. Visetti previously founded Milan-based AitherCO2, with annual revenues of $240 million and no outside investment funding. Wozniak was attracted to Efforce for its unique approach to democratizing energy efficiency, and this is the only company he has participated in as a co-founder since Apple.

About Efforce

Efforce has created the first platform leveraging the power of blockchain technology to democratize access to energy efficiency projects and investment opportunities. Co-founded by Apple co-founder Steve Wozniak, Jacopo Visetti, Jacopo Vanetti, and Andrea Castiglione who have more than a decade of experience in this field, Efforce believes in a world where sustainability actually generates outsized benefits without consumers needing to change their energy behavior. For more information, visit www.Efforce.io.

Shape your future with data and analytics

Microsoft Azure had its day on Dec. 3 just as I was digesting the news from rival Amazon Web Services (AWS). The theme was “all about data and analytics.” The focus was on applications Microsoft has added to its Azure services. Anyone who ever thought that these services stopped at being convenient hosts for your cloud missed the entire business model.

Industrial software developers have been busily aligning with Microsoft Azure. Maybe that is why there was no direct assault on their businesses like there was with the AWS announcements. But… Microsoft’s themes of breaking silos of information and combining advanced analytics have the possibility of rendering moot some of the developers’ own tools—unless they just repackage those from Microsoft.

The heart of the meaning of the virtual event yesterday was summed up by Julia White, Corporate Vice President, Microsoft Azure, on a blog post.

Over the years, we have had a front-row seat to digital transformation occurring across all industries and regions around the world. And in 2020, we’ve seen that digitally transformed organizations have successfully adapted to sudden disruptions. What lies at the heart of digital transformation is also the underpinning of organizations who’ve proven most resilient during turbulent times—and that is data. Data is what enables both analytical power—analyzing the past and gaining new insights, and predictive power—predicting the future and planning ahead.

To harness the power of data, first we need to break down data silos. While not a new concept, achieving this has been a constant challenge in the history of data and analytics as its ecosystem continues to be complex and heterogeneous. We must expand beyond the traditional view that data silos are the core of the problem. The truth is, too many businesses also have silos of skills and silos of technologies, not just silos of data. And, this must be addressed holistically.

For decades, specialized technologies like data warehouses and data lakes have helped us collect and analyze data of all sizes and formats. But in doing so, they often created niches of expertise and specialized technology in the process. This is the paradox of analytics: the more we apply new technology to integrate and analyze data, the more silos we can create.

To break this cycle, a new approach is needed. Organizations must break down all silos to achieve analytical power and predictive power, in a unified, secure, and compliant manner. Your organizational success over the next decade will increasingly depend on your ability to accomplish this goal.

This is why we stepped back and took a new approach to analytics in Azure. We rearchitected our operational and analytics data stores to take full advantage of a new, cloud-native architecture. This fundamental shift, while maintaining consistent tools and languages, is what enables the long-held silos to be eliminated across skills, technology, and data. At the core of this is Azure Synapse Analytics—a limitless analytics service that brings together data integration, enterprise data warehousing, and Big Data analytics into a single service offering unmatched time to insights. With Azure Synapse, organizations can run the full gamut of analytics projects and put data to work much more quickly, productively, and securely, generating insights from all data sources. And, importantly, Azure Synapse combines capabilities spanning the needs of data engineering, machine learning, and BI without creating silos in processes and tools. Customers such as Walgreens, Myntra, and P&G have achieved tremendous success with Azure Synapse, and today we move to the global generally availability, so every customer can now get access.

But, just breaking down silos is not sufficient. A comprehensive data governance solution is needed to know where all data resides across an organization. An organization that does not know where its data is, does not know what its future will be. To empower this solution, we are proud to deliver Azure Purview—a unified data governance service that helps organizations achieve a complete understanding of their data. 

Azure Purview helps discover all data across your organization, track lineage of data, and create a business glossary wherever it is stored: on-premises, across clouds, in SaaS applications, and in Microsoft Power BI. It also helps you understand your data exposures by using over 100 AI classifiers that automatically look for personally identifiable information (PII), sensitive data, and pinpoint out-of-compliance data. Azure Purview is integrated with Microsoft Information Protection which means you can apply the same sensitivity labels defined in Microsoft 365 Compliance Center. With Azure Purview, you can view your data estate pivoting on classifications and labeling and drill into assets containing sensitive data across on-premises, multi-cloud, and multi-edge locations.

 visit us here

Yesterday, Microsoft announced that the latest version of Azure Synapse is generally available, and the company also unveiled a new data governance solution, Azure Purview.

In the year since Azure Synapse was announced, Microsoft says the number of Azure customers running petabyte-scale workloads – or the equivalent of 500 billion pages of standard printed text – has increased fivefold.

Azure Purview, now available in public preview, will initially enable customers to understand exactly what data they have, manage the data’s compliance with privacy regulations and derive valuable insights more quickly.

Just as Azure Synapse represented the evolution of the traditional data warehouse, Azure Purview is the next generation of the data catalog, Microsoft says. It builds on the existing data search capabilities, adding enhancements to help customers comply with data handling laws and incorporate security controls.

The service includes three main components:

  • Data discovery, classification and mapping: Azure Purview will automatically find all of an organization’s data on premises or in the cloud and evaluate the characteristics and sensitivity of the data. Beginning in February, the capability will also be available for data managed by other storage providers.
  • Data catalog: Azure Purview enables all users to search for trusted data using a simple web-based experience. Visual graphs let users quickly see if data of interest is from a trusted source.
  • Data governance: Azure Purview provides a bird’s-eye view of a company’s data landscape, enabling data officers to efficiently govern data use. This enables key insights such as the distribution of data across environments, how data is moving and where sensitive data is stored.

Microsoft says these improvements will help break down the internal barriers that have traditionally complicated and slowed data governance.

Customer Testimonials for AWS for Industrial Applications

As a companion to my Amazon Web Services (AWS) product release post, several company spokespeople have discussed their applications of the new AWS predictive maintenance and quality products.

“Industrial and manufacturing customers are constantly under pressure from their shareholders, customers, governments, and competitors to reduce costs, improve quality, and maintain compliance. These organizations would like to use the cloud and machine learning to help them automate processes and augment human capabilities across their operations, but building these systems can be error prone, complex, time consuming, and expensive,” said Swami Sivasubramanian, Vice President of Amazon Machine Learning for AWS. “We’re excited to bring customers five new machine learning services purpose-built for industrial use that are easy to install, deploy, and get up and running quickly and that connect the cloud to the edge to help deliver the smart factories of the future for our industrial customers.”

Fender Musical Instruments Corporation is an iconic brand and the world’s foremost manufacturer of guitars, basses, amplifiers, and related equipment. “Over the past year we worked with AWS to help develop the critical but sometimes overlooked part of running a successful manufacturing business, knowing your equipment condition. For manufacturers worldwide, maintaining equipment uptime is the only way to remain competitive in a global market. Unplanned downtime is costly both in loss of production and labor due to the fire-fighting nature of breakdowns,” said Bill Holmes, Global Director of Facilities at Fender. “Amazon Monitron can give both large industry manufacturers as well as small ‘mom and pop shops’ the ability to predict equipment failures, giving us the opportunity to preemptively schedule equipment repairs.”

RS Components is a leading player in the industrial components and predictive maintenance space. “We are constantly trying to innovate how we serve the maintenance needs of our customers. With the emergence of IoT, we have seen our customers looking to bring real-time condition monitoring capabilities into the factory environment to reduce reactive maintenance and improve asset reliability,” said Richard Jeffers, Technical Director at RS Components. “We are excited to be working with AWS to bring Amazon Monitron to our customers because it allows them to deploy a cost effective, easy to use, continuously improving condition monitoring solution and enable predictive maintenance across a broader set of equipment in their asset base. Although we stock over 500,000 products from 2,500 different suppliers, this is the first end-to-end wireless vibration and temperature condition monitoring solution in our portfolio. We plan to make Amazon Monitron available to our customers via our e-commerce platform, and leverage it to deliver condition-based monitoring and reliability services through RS Monition, our data led, reliability services business. Working with AWS will enable us to support our customers’ efforts to adopt IoT and machine learning as emerging technologies and accelerate their Industry 4.0 strategies.”

GS EPS is a South Korean Industrial Conglomerate. “We have been generating data across our assets for over a decade now but have only been using physics and rules based methods to gain insights into our data,” said Kang Bum Lee, Executive Vice President of GS EPS. “Amazon Lookout for Equipment is enabling our plant operation teams to build models on our equipment with no ML expertise required. We are leading the transformation of our organization into a data-driven work culture with AWS and Amazon Lookout for Equipment.”

Doosan Infracore is a leading global manufacturer of heavy duty equipment and engines. “Leveraging AI is critical in advancing Doosan’s next generation equipment, so we are working with AWS to develop use cases where automated and scalable machine learning could be leveraged,” said Mr. Jae Yeon Cho, Vice President of Doosan Infracore. “Based on this, we are excited to continue to work with AWS to leverage Amazon Lookout for Equipment in our next generation IoT platform.”

OSIsoft is a manufacturer of application software for real-time data management, called the PI System. “Today, there are more than 2 billion sensor-based data streams inside OSIsoft PI Systems, and thousands of customers relying on the PI System daily to run their operations. These customers are constantly looking for methods to easily serve up insights for improving their competitiveness. OSIsoft products can be integrated with AWS services to help customers unlock additional value from their data. Amazon Lookout for Equipment expands the scope of services and insights available to customers by delivering automated machine learning built specifically for equipment monitoring,” said Michael Graves, Director of Strategic Alliances at OSIsoft.

“Every month, millions of trucks enter Amazon facilities so creating technology that automates trailer loading, unloading, and parking is incredibly important,” said Steve Armato, VP Middle Mile Production Technology at Amazon.com. “Amazon’s Middle Mile Products & Technology (MMPT) has begun using AWS Panorama to recognize license plates on these vehicles and automatically expedite entry and exit for drivers. This enables safe and fast visits to Amazon sites, ensuring faster package delivery for our customers.”

BP is a global energy company, providing customers with fuel for transport, energy for heat and light, lubricants to keep engines moving, and the petrochemicals products used to make everyday items as diverse as paints, clothes, and packaging. The organization has 18,000 service stations and more than 74,000 employees worldwide. “Our engineering teams here at bpx are working very closely with AWS to build an IoT and cloud platform that will enable us to continuously improve the efficiency of our operations,” said Grant Matthews, Chief Technology Officer at BP America. “One of the areas we have explored as part of this effort is the use of computer vision to help us further improve security and worker safety. We want to leverage computer vision to automate the entry and exit of trucks to our facility and verify that they have fulfilled the correct order. Additionally, we see possibilities for computer vision to keep our workers safe in a number of ways, from monitoring social distancing, to setting up dynamic exclusion zones, and detecting oil leaks. AWS Panorama offers an innovative approach to delivering all of these solutions on a single hardware platform with an intuitive user experience. Our teams are excited to work with AWS on this new technology and expect it to help us address many new use cases.”

Siemens Mobility offers intelligent and efficient mobility solutions for urban, interurban, and freight transportation. “Siemens Mobility has been a leader for seamless, sustainable, and secure transport solutions for more than 160 years. The Siemens ITS Digital Lab is the innovation team in charge of bringing the latest digital advances to the traffic industry and uniquely positioned to provide data analytics and AI solutions to public agencies,” said Laura Sanchez, Innovation Manager, Siemens Mobility ITS Digital Lab. “As cities face new challenges, municipalities have turned to us to innovate on their behalf. Cities would like to understand how to effectively manage their assets and improve congestion and direct traffic. We want to use AWS Panorama to bring computer vision to existing security cameras to monitor traffic and intelligently allocate curbside space, help cities optimize parking and traffic, and improve quality of life for their constituents.”

ADLINK Technology offers hardware/software platforms enabling customers to implement edge AI solutions for real-time delivery of actionable data in industrial markets such as manufacturing, transportation, healthcare, energy, and communications. “The integration of AWS Panorama on ADLINK’s industrial vision systems makes for truly plug-and-play computer vision at the edge,” said Elizabeth Campbell, CEO at ADLINK USA. “In 2021, we will be making AWS Panorama-certified ADLINK NEON cameras powered by NVIDIA Jetson AGX Xavier available to customers to drive high-quality computer vision powered outcomes much, much faster. This allows ADLINK to deliver ML digital experiments and time to value for our customers more rapidly across logistics, manufacturing, energy, and utilities use cases.”

INDUS.AI is the world’s most advanced construction intelligence solution that enables real estate investors, owners, developers, and general contractors to have real-time visibility and actionable insights into all activities, productivity, and risks at their construction sites. INDUS.AI seeks to make construction sites and projects safer, more efficient, and completely transparent. “Construction zones are dynamic environments. At any given time you’ve got hundreds of deliveries and subcontractors sharing the site with heavy equipment and it’s changing every day. INDUS.AI is focused on delivering construction intelligence for general contractors,” said Matt Man, CEO of INDUS.AI. “Computer vision is an especially valuable tool for this because of its ability to handle multiple tasks at once. We are looking forward to delivering real-time insights on job-site management and safety in a SaaS-like experience for AWS Panorama customers.”

Dafgards is a household name in Sweden, manufacturing a broad assortment of foods. One of their most successful brands is Billys Pan Pizza, a microwaveable pizza baked and packed at a speed of 2 pizzas per second. “To uphold our brand and deliver the freshest and tastiest customer experience, we want to ensure that all our pizzas are adequately covered in cheese and with the correct toppings. Previously, we installed a machine vision system to detect proper coverage of cheese across a pizza’s surface. While this system served well for our original inspection requirement, it was unable to detect defects on new product types that include multiple toppings,” said Fredrik Dafgård, Head of Operational Excellence and Industrial IoT at Dafgards. “Amazon Lookout for Vision automates and scales inspection of diverse product types such as a cheese pizza with vegetables. We successfully expanded our quality assurance for new product types with minimal impact to operations.”

GE Healthcare is a leading global medical technology and digital solutions innovator that develops, manufactures, and distributes diagnostic imaging agents, radiopharmaceuticals, medical diagnostic equipment, including CT and MRI machines, and intelligent devices supported by its Edison intelligence platform. “Today, we use human inspection to verify the quality of our medical equipment. To uphold our brand and deliver best-in-class products trusted by healthcare professionals, we’re excited about the possibility of using Amazon Lookout for Vision to programmatically improve the speed, consistency, and accuracy of detecting product defects across our factories in Japan and potentially in other plants globally in the near future,” said Kozaburo Fujimoto, Operating Officer, General Manager, Manufacturing Division, Plant Manager at GE Healthcare Japan.

Nukon, a SAGE Group company, is a digital transformation consultancy and delivery company that delivers custom-designed solutions which combine strategy, analysis, and technology to give visibility into key business processes so they can be optimized. “We are excited about how Amazon Lookout for Vision will help us detect product defects in real-time within the manufacturing facility for our sister company, SAGE Automation, in line with their stringent quality control program. We are excited to now apply this technology to other manufacturers and integrate it into their quality systems,” said Rafael Amaral, Chief Technology Officer at Nukon.

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