Scott MacKenzie hosts the Industrial Talk podcast, featuring Tangi Mayer and Paul Oberly from Dassault Systems. Tangi, a senior strategic planner, and Paul, the lead for Delmia augmented experience in North America, discuss the integration of advanced technologies like computer vision and AI to create a “virtual twin” of real-world manufacturing processes. This digital representation allows for efficient, error-free production by connecting the virtual and real worlds, enhancing safety, and optimizing workflows. They emphasize the importance of data in driving business operations and the potential for AR to revolutionize manufacturing and inspection processes, making them more intuitive and efficient.

Action Items

• [ ] Connect with Tangi Meyer
• [ ] Connect with Paul Oberly

Outline

Introduction and Welcome

• Scott MacKenzie introduces the Industrial Talk podcast, emphasizing its focus on industrial professionals and their innovations.
• Scott welcomes listeners and highlights the importance of industrial professionals in solving global problems.
• The podcast is broadcasting from the OMG q1 meeting in Reston, Virginia, showcasing a collection of problem solvers.
• Scott sets the stage for the conversation, mentioning the presence of two guests, Tangi Mayer and Paul Oberly.

Guest Introductions

• Tangi Mayer introduces himself as French, working for Dassault Systemes, specifically Demi are, the manufacturing brand.
• Tangi describes his role as a senior strategic planner, focusing on anticipating trends and supporting future product and market developments.
• Paul Oberly introduces himself as the lead for Delmia augmented experience in North America, covering Canada, the US, and Mexico.
• Paul mentions the positive outcomes of their meetings at the OMG q1 meeting, including exceeding objectives and having productive discussions.

Overview of Dassault Systemes' Work

• Tangi explains that Dassault Systemes uses advanced technologies like computer vision and AI to connect the virtual world with the real world through augmented reality.
• Paul emphasizes the importance of this connection, especially in the context of automation and Industry 4.0, bringing the digital twin to the production floor.
• Scott inquires about the bottom-line value and efficiencies gained from this approach.
• Paul highlights the benefits of getting things done right the first time and digitizing tribal knowledge to ensure quality and cohesive execution.

Tangi's Background and Dassault Systemes' Acquisition

• Tangi shares his background, mentioning his previous work with Dita, a startup supporting the industry with augmented reality solutions.
• Dita was acquired by Dassault Systemes in July 2022, marking Tangi's official joining of the company.
• Scott asks Tangi about the process of creating a digital twin for a manufacturer.
• Paul explains that the product is the foundation for the business, and data is the driving force behind it.

The Role of Data and Virtual Twin

• Paul discusses the importance of data in driving the business and connecting various systems like CAD, IoT, and Enterprise.
• The virtual twin serves as the foundation for the business, integrating diverse subject matter areas into a holistic view.
• Scott mentions the heavy lifting involved in maintaining clean and accurate data for the virtual twin.
• Paul agrees, emphasizing the need for organizing and aggregating data into a unified space.

Applications of Virtual Twin in Manufacturing

• Paul explains that the virtual twin can be used for both greenfield and brownfield manufacturing processes.
• For greenfield, virtual commissioning allows for laying out the plant, testing functionality, and evaluating factory flow before any physical investment.
• For brownfield, existing data like plan drawings and laser scanning can be augmented to create a virtual twin and simulate the plant.
• Scott and Paul discuss the value of having a virtual twin for efficient and optimized manufacturing processes.

OMG Q1 Meeting and Aerospace Applications

• Paul shares his experience at the OMG q1 meeting, focusing on speaking with aerospace leaders and discussing the proliferation of augmented reality solutions.
• Scott expresses familiarity with companies using AR for plane identification and safety.
• Paul highlights the importance of having a good foundation for AR, allowing for quick implementation and practical use on the production floor.
• The discussion emphasizes the role of AR in making work safer and more intuitive, with traceable evidence of job completion.

Future of AR and Manufacturing

• Paul discusses the potential of AR in various applications beyond manufacturing, such as assembly, inspection, and quality control.
• AR is becoming a requirement for next-generation manufacturing execution systems, essential for complex assembly and quality control.
• Paul explains the challenges of tracking hundreds of brackets and bolts in aerospace structures, emphasizing the need for practical tools.
• The conversation concludes with Paul providing his contact information and Scott thanking the guests for their insights.

Closing Remarks and Contact Information

• Scott wraps up the podcast, encouraging listeners to connect with Paul and Tangi from Dassault Systemes.
• Scott emphasizes the importance of collecting good, clean, and accurate data for making great decisions.
• The podcast promotes the Industrial Talk platform, inviting listeners to join and engage in conversations with industry professionals.
• Scott signs off, expressing gratitude to the guests and listeners, and teasing future conversations.

Scott MacKenzie interviews Steve MacLaird, Senior Vice President of Government and Industry Strategy at OMG, about the organization's role in developing and maintaining standards for various industries. OMG, which has been around for over 35 years, has created standards like CORBA, used in 5 billion devices worldwide. They focus on adaptable standards, such as the Software Communication Architecture (SCA) and Systems Modeling Language (SysML), which have been adopted and modified by NASA and the Department of Defense. MacLaird emphasizes the importance of collaboration with government, industry, and academia to identify and address evolving needs. OMG's standards are free and accessible, encouraging broad participation and influence in their development.

Action Items

• [ ] Finalize the release of the RFP for the Statistics Metadata Interface Interoperability standard.
• [ ] Promote the upcoming release of the Standard Business Report Model standard.
• [ ] Continue engaging with government, industry, and academia to identify their needs for new standards.

Outline

OMG Q1 Meeting Introduction and Purpose

• Scott MacKenzie introduces the Industrial Talk Podcast, emphasizing its focus on industry innovations and the people behind them.
• Scott thanks the audience for their support and highlights the importance of problem-solving and collaboration in the industry.
• The podcast is broadcasting from the OMG Q1 meeting in Reston, Virginia, and Scott encourages listeners to visit omg.org for more information.
• Scott introduces Steve, the senior vice president of government and industry strategy at OMG, and sets the stage for a discussion on government and industry strategy.

Steve's Background and OMG's History

• Steve provides a brief introduction, mentioning his role at OMG and his responsibilities in government, industry, and university engagement.
• OMG has been around for over 35 years and has developed standards like the Common Object Request Broker Architecture (CORBA), which is widely used in various technologies.
• CORBA is used in numerous devices, including cell phones, laptops, submarines, and satellites, with over 5 billion instantiations worldwide.
• Scott asks Steve about the process of engaging with government, industry, and universities, and Steve explains the hands-on approach of meeting people and understanding their needs.

Government and Industry Collaboration

• Steve shares his experience in developing software-defined radios and small unmanned aerial vehicles (UAVs) for the military.
• He describes how these technologies were used in Afghanistan, allowing special operations personnel to see what was on the other side of a mountain using a laptop and a drone.
• OMG's standards, such as the Data Distribution Service (DDS), have been adopted by NASA for launching rockets and by the Department of Defense for communication architecture.
• Steve emphasizes the importance of collaboration with various government agencies, including the Department of Defense, NASA, and the Office of Federal Financial Research.

Adapting Standards to Changing Needs

• Scott inquires about how OMG keeps its standards up-to-date with rapidly changing government needs.
• Steve explains that OMG does not build shelfware and regularly reviews its standards to ensure they remain relevant.
• He provides an example of how the software communication architecture (SCA) was adapted by NASA for space use and later updated for terrestrial applications.
• OMG's Systems Modeling Language (SysML) is another example of a standard that has been adopted by Congress for model-based systems engineering in both the Department of Defense and NASA.

Engagement and Influence in Standard Development

• Steve discusses his role in engaging with government, industry, and academia to identify needs and develop relevant standards.
• He shares an example of how the Space and Missile Center adopted an alert and alarm system for satellites after evaluating an existing standard used by the C4I defensive military group.
• OMG's standards are available for free on its website, encouraging membership and collaboration in the standard-setting process.
• Scott asks about OMG's marketing efforts to keep users informed about updates and new standards, and Steve mentions regular marketing campaigns and awareness efforts.

Trust and Data Interoperability

• Scott and Steve discuss the growing demand for standards in the era of AI and data interoperability.
• Steve highlights the importance of trust in data and the need for standards to ensure data quality and provenance.
• OMG is working on a standard for statistics and metadata interoperability, which will help address questions about data origin and changes.
• The standard business report model, expected to be released in June, will also help in understanding the context and quality of data.

Ontology and Precise Definitions

• Steve explains the concept of ontology, which is crucial for precise definitions in AI and data management.
• Ontology helps in asking the right questions to get the right information, especially in different environments like agriculture, logistics, and space.
• OMG has a group dedicated to precise definitions, which can be challenging and complex.
• Scott expresses his admiration for the passion and dedication of OMG members in solving complex problems.

Contact Information and Final Thoughts

• Scott asks Steve how people can get in touch with him, and Steve provides his email address and mentions his active presence on LinkedIn.
• Scott wraps up the conversation, emphasizing the importance of OMG's work and encouraging listeners to visit omg.org to learn more.
• Scott encourages listeners to be bold and brave, collaborate, and solve problems, highlighting the impact of OMG on everyday life.
• The podcast concludes with a reminder to stay tuned for more conversations and to connect with Industrial Talk for future opportunities.

Chuck Byers, a seasoned industry professional, discussed the integration of AI and IoT technologies in the context of the Object Management Group (OMG) and the Digital Twin Consortium. Byers highlighted the importance of AI in real-time systems, emphasizing the need for prompt engineering and meta AI to ensure trustworthiness. He detailed the computational requirements of training large language models, noting that retraining the ChatGPT 3 model would require 195 NVIDIA DGX servers, costing $80 million and consuming 2.5 million watts. Byers also stressed the importance of sustainable energy sources and efficient cooling solutions for future data centers.

Action Items

• [ ] Explore ways to detect when AI results are not as trustworthy as they need to be, and develop methods to validate AI outputs
• [ ] Investigate the use of small modular nuclear reactors to power data centers for AI model training
• [ ] Promote the work of OMG and the Digital Twin Consortium in addressing the challenges of AI and the Internet of Things

Outline

Introduction and Welcome

• Scott MacKenzie introduces the podcast and its focus on industry innovations and trends.
• Scott welcomes listeners and mentions the broadcasting location at the OMG SQ1 meeting in Reston, Virginia.
• Scott introduces Chuck Byers, highlighting his extensive background in electrical engineering and his contributions to Bell Labs and Cisco.
• Chuck Byers joins the conversation, expressing his pleasure in being invited and his admiration for Scott's hosting style.

Chuck Byers' Background and Contributions

• Chuck Byers shares his educational background, including a Master's degree in electrical engineering and teaching at the University of Wisconsin.
• He discusses his work at Bell Labs and his invention of a US patent for a device that alerts users to approaching badness.
• Chuck talks about his tenure at Cisco, where he worked on computer control, IoT, edge computing, and drone technology.
• He mentions his current role as Chief Technical Officer of the Industry IoT Consortium and its recent integration into the Digital Twin Consortium.

Digital Twin Consortium and Industry IoT Consortium

• Chuck explains the Digital Twin Consortium's focus on pairing simulation models with real-time physical systems.
• He describes the Industry IoT Consortium's focus on sensors, actuators, and the computation necessary for IoT systems.
• Chuck highlights the synergy between the two consortiums, emphasizing their combined potential to sense, network, and actuate the physical world into the digital world.
• He provides an example of using simulation models to optimize oil refinery processes without physical experimentation.

Challenges and Opportunities in AI

• Scott MacKenzie and Chuck Byers discuss the challenges of AI, particularly the lack of standards and trustworthiness.
• Chuck explains the different types of AI, including machine vision and generative AI, and the unique challenges of generative AI.
• He describes the use of large language models in generative AI and their applications in tools like ChatGPT and Microsoft 365.
• Chuck emphasizes the importance of prompt engineering and fact-checking to ensure the accuracy of AI-generated outputs.

Meta AI and AI Trustworthiness

• Chuck introduces the concept of meta AI, which involves using multiple independent AI systems to cross-validate results.
• He explains how meta AI can help filter out biases and hallucinations by comparing results from different AI models.
• Scott mentions a platform called h2o.ai that queries multiple AI engines and displays results, though it still requires human oversight.
• Chuck discusses the potential of automating this process to achieve real-time, trustworthy AI results.

Computational Power and Energy Efficiency

• Chuck delves into the computational power required to train generative AI models, citing the example of the ChatGPT 3.5 model.
• He explains the role of GPUs in handling the massive computational requirements and the efficiency of NVIDIA's GPGPU technology.
• Chuck calculates the cost and energy consumption of training a generative AI model using NVIDIA DGX servers.
• He highlights the importance of sustainable energy sources and efficient cooling solutions for data centers.

Future of Data Centers and AI

• Chuck outlines the future of data centers, including the use of renewable energy, small modular reactors, and immersion cooling.
• He discusses the compact, fiber-optic interconnected data centers of the future and their potential cost.
• Chuck emphasizes the need for efficient energy use and cooling solutions to support the growing demand for AI computational power.
• He predicts that these advancements will make data centers more sustainable and cost-effective.

Conclusion and Contact Information

• Scott MacKenzie expresses his hope for the success of AI and the role of organizations like OMG in defining standards.
• Chuck Byers reiterates the importance of trustworthiness, sustainability, and affordability in AI development.
• Scott invites listeners to engage with OMG and contact Chuck for more information on AI and the consortium.
• The conversation concludes with Scott encouraging listeners to educate themselves and get involved in the industry.

Scott MacKenzie hosts an industrial podcast featuring Claudio and Carlos from NTT DATA, discussing their work on digital twins and micro factories. Claudio, head of digital technology in Entity Data Chile, and Carlos, head of data and analytics, explain how digital twins enhance efficiency and safety in industries like mining. They highlight the importance of data management and the development of a composable digital twin methodology. Carlos introduces the concept of micro factories as training and showcasing tools, which can be used for remote monitoring and supply chain optimization. The conversation emphasizes the role of data analytics in driving industrial innovation and efficiency.

Action Items

• [ ] Explore the possibility of bringing the micro factory to the OMG event in Las Vegas.
• [ ] Investigate the feasibility of remotely monitoring the micro factory located in Chile from other locations.
• [ ] Create a dynamic, web-based application for the OMG Capabilities Periodic Table, building on the micro factory project.
• [ ] Investigate the capability to optimize operations across multiple micro factory locations.

Outline

Introduction and Welcome

• Scott MacKenzie introduces the Industrial Talk podcast, emphasizing its focus on industry professionals and innovations.
• Scott welcomes listeners and highlights the importance of industry professionals in solving global problems.
• The podcast is broadcasting live from the OMG Q1 meeting in Reston, Virginia, with potential background noise from the event.
• Scott sets the stage for the conversation with Claudio and Carlos from NTT, hinting at their significant contributions to the industry.

Background of Claudio and Carlos

• Claudio introduces himself as the head of the digital technology unit in NTT Data Chile, overseeing four foundations: data and analytics, digital architecture, cybersecurity, and digital experience.
• Claudio mentions the importance of digital twins and the role of Carlos in enhancing their maturity level over the past year.
• Carlos provides his background, detailing his role in heading the data and analytics unit and supporting Latin region operations in various countries.
• Both Claudio and Carlos emphasize the importance of digital twins as a new value offer for the company, bringing faster and better solutions to customers.

Overview of NTT DATA and Digital Twins

• Claudio explains that NTT DATA is part of the Japanese entity group, originally a telecommunications company that expanded into consultancy.
• The company helps clients define, implement, and transform digital transformation processes end-to-end.
• Carlos discusses the importance of user needs in driving digital twin projects and the need for a composable approach to build digital twins quickly and effectively.
• The conversation touches on the challenges of developing digital twins in different industries and the importance of data management and machine learning.

Challenges and Benefits of Digital Twins

• Claudio shares the Chilean experience with digital twins, highlighting the benefits for mining processes, such as reducing friction, work accidents, and improving efficiency.
• Scott acknowledges the cultural challenges of implementing new technologies in mature industries and the importance of leveraging data for better insights.
• Carlos introduces the concept of micro factories as a training and showcasing tool for digital twins, explaining the need for a new profile of digital twin specialists.
• The micro factory allows for the development and testing of services, such as connectivity to industrial protocols, and can be used for remote monitoring and marketing.

Micro Factory and Remote Monitoring

• Carlos elaborates on the micro factory's role in training people and showcasing digital twin capabilities without sharing confidential data.
• The micro factory can be used to test and develop new technologies, such as predictive analytics for conveyor belts, and can be replicated in different regions.
• Scott expresses interest in seeing standards and work in action, emphasizing the importance of practical demonstrations.
• Claudio highlights the micro factory's role in creating new talent and developing new pathways for digital twin capabilities.

Future Directions and Contact Information

• Scott and the guests discuss the potential for optimizing operations across multiple micro factories and integrating supply chain capabilities.
• Claudio mentions that this is a future idea for the company, focusing on different lines of production and factories.
• Scott inquires about the best way to contact Claudio and Carlos, with Claudio providing the company's website and Carlos being active on LinkedIn.
• The conversation concludes with Scott praising the guests' work and encouraging listeners to reach out and connect with them through the Industrial Talk platform.

Scott MacKenzie hosts a podcast celebrating industrial professionals and their innovations. At the OMG SQ1 meeting in Reston, Virginia, he interviews Erik Hendriks and Justin Wilson about DDS (Data Distribution System). Erik, a senior architect at ZettaScale, has been involved with DDS for 20 years. Justin, a principal software engineer at Unity Foundation, explains the open-source implementation of DDS. DDS enables efficient data transfer without the need for applications to know the transport details. It supports a publish-subscribe model, ensuring data reliability and scalability. The conversation highlights DDS's role in modern data-intensive applications and its future focus on scalability, big data, and security.

Action Items

• [ ] Explore the open DDS foundation website (open-dds.org) to learn more about the technology.
• [ ] Connect with Erik Hendriks on LinkedIn to discuss DDS and ZettaScale's other products.

Outline

Introduction and Purpose of the Podcast

• Scott MacKenzie thanks listeners for their support and celebrates industrial professionals for their bold and innovative work.
• The podcast is broadcasting from the OMG Q1 meeting in Reston, Virginia, focusing on solving today's challenges.
• Scott MacKenzie introduces Erik Hendriks and Justin Wilson, who will discuss DDS (Data Distribution System).

Background of Eric and Justin

• Erik Hendriks has been involved with DDS for 20 years and joined OMG during the standardization of DDS.
• Justin Wilson is attending his first OMG meeting and has a background in IoT applications involving DDS.
• Erik Hendricks is a senior architect at ZettaScale, fully involved in DDS for the last 20 years.
• Justin Wilson is a principal software engineer at Unity Foundation and Open DDS Foundation, previously involved with Object Computing.

Explanation of DDS (Data Distribution System)

• DDS stands for Data Distribution System, which helps get data from its source to its destination efficiently.
• DDS decouples applications to such an extent that they don't need to know about each other's existence.
• DDS is unique compared to other middlewares due to its ability to efficiently and reliably distribute data.
• Justin Wilson explains the open-source implementation of DDS and its benefits, including efficiency and productivity.

How DDS Works and Its Benefits

• DDS uses a data-centric approach, allowing applications to specify what data they need without knowing the source.
• DDS middleware handles the discovery and delivery of data, making applications simpler and more efficient.
• DDS can handle both unicast and multicast data delivery, optimizing data transmission based on the number of subscribers.
• DDS contracts specify the quality and reliability of data, ensuring consistent and efficient data flow.

Real-World Applications and Implementation

• DDS is used in various industries, including manufacturing, where it simplifies data collection and distribution.
• DDS can be integrated into existing systems, reducing the need for custom solutions and ongoing maintenance.
• DDS offers flexibility in data collection, allowing for easy integration of new data sources and applications.
• DDS is often used in standards for specific industries, such as automotive and transportation, providing interoperability and flexibility.

Future of DDS and Security Considerations

• Scalability and big data are key focus areas for the future of DDS, ensuring systems can handle growing data volumes.
• DDS is evolving to support higher-level programming languages like Python, making it more accessible to developers.
• Security is a critical aspect of DDS, ensuring data is only accessible to authorized users and not intercepted during transmission.
• DDS is growing to meet the demands of modern data-intensive applications, providing robust and secure data distribution solutions.

Conclusion and Contact Information

• Scott MacKenzie thanks Erik and Justin for the insightful conversation and highlights the importance of DDS in modern data collection.
• Justin Wilson provides information on how to contact the Open DDS Foundation through their website.
• Erik Hendricks can be found on LinkedIn under Erik Hendricks (without CK) at ZettaScale.
• Scott MacKenzie encourages listeners to engage with OMG and connect with industry professionals like Erik and Justin.

Scott MacKenzie hosts the Industrial Talk podcast, celebrating industry professionals and their innovations. At the OMG q1 meeting, Greg Porter and Chris Tranchina from Sev1Tech discuss their work on a digital twin of the Michoud Assembly Facility, funded by a NASA grant through LSU. The digital twin aims to simulate the manufacturing process of rockets for the Artemis program, using 3D laser scanning to capture the facility's current state. The project, still in progress, has scanned half the facility and is addressing issues like equipment tracking and optimizing crane operations. The ultimate goal is to simulate rocket builds, enhancing efficiency and reducing errors.

Action Items

• [ ] Reach out to Greg Porter (greg.porter@sev1tech.com) to learn more about the project.
• [ ] Reach out to Chris Tranchina (christopher.tranchina@sev1tech.com) to learn more about the project.
• [ ] Connect with Greg and Chris on LinkedIn to stay updated on their work.

Outline

Introduction and Welcome

• Scott MacKenzie introduces the podcast, emphasizing its focus on industry professionals and their innovations.
• Scott welcomes listeners and highlights the passion and dedication of industry professionals.
• The podcast is broadcasting from the OMG q1 meeting, a gathering of problem solvers passionate about education, collaboration, and innovation.
• Scott introduces Greg Porter and Chris Tranchina, who are part of the digital twin Consortium and have presented earlier at the meeting.

Background of Greg Porter and Chris Tranchina

• Greg Porter introduces himself as a senior systems architect with Sev1Tech.
• Chris Tranchina describes himself as a 3D animator and modeler, brought in for real-time expertise in rendering the digital twin.
• Scott MacKenzie asks about the digital thread and how it ensures data trust by leaving data in its authoritative system.
• Greg explains the digital thread's role in connecting source systems through APIs and exposing metadata to understand data relationships.

Collaboration with LSU and NASA

• Greg discusses the partnership with LSU to build a digital twin of the Michoud Assembly Facility, funded by a NASA grant.
• The facility is used for assembling rockets for the Artemis program, including the Space Launch System, the Exploration Upper Stage, and the Orion spacecraft.
• The objective is to simulate the build of the rockets by understanding the current state of the facility through 3D laser scanning.
• The project is still a work in progress, with roughly half of the facility scanned so far.

Challenges and Progress in the Digital Twin Project

• Scott MacKenzie inquires about the challenges faced in digitizing the facility without existing blueprints.
• Greg explains the importance of understanding the current state of the building to simulate the build process.
• The project includes scanning platforms, tooling, flight hardware, and the building itself to create a detailed digital model.
• Chris adds that the digital twin helps in optimizing manufacturing processes and addressing issues like missing equipment.

Simulation and Optimization of Manufacturing Processes

• The digital twin is used to simulate complex lifts involving cranes to ensure efficient and safe operations.
• Scott asks about the efficiency of current manufacturing processes and the role of experienced professionals.
• Chris explains that while experienced professionals are valuable, new technologies help optimize processes for larger and more powerful rockets.
• The digital twin also addresses issues like missing equipment by providing real-time location tracking and optimizing factory workflows.

Future Goals and Success Criteria

• Scott asks about the timeline and success criteria for the digital twin project.
• Greg states that success would be achieving a full replica of the Michoud Assembly Facility, capable of simulating the build of rockets.
• The project is expected to continue for several years, with the ultimate goal of optimizing manufacturing processes and ensuring efficient operations.
• The digital twin will help in planning and executing complex lifts, reducing the risk of equipment breakdowns and improving overall efficiency.

Contact Information and Closing Remarks

• Scott MacKenzie provides contact information for Greg and Chris, encouraging listeners to reach out on LinkedIn or via email.
• Greg's email is greg.porter@sev1tech.com, and Chris's email is christopher.trencina@sev1tech.com.
• Scott thanks Gary for his contributions to the podcast and emphasizes the importance of the OMG q1 meeting in fostering collaboration and innovation.
• The podcast concludes with a call to action for listeners to engage with the OMG community and explore the digital twin project further.

Scott MacKenzie hosts an industrial podcast from the OMG Q1 meeting in Reston, Virginia, celebrating industry professionals. Sarah Causey from Implexus Labs discusses her transition from architecture to digital twins, emphasizing the importance of integrating live data from IoT for more efficient building management. She highlights the misconception that energy consumption decreased during the pandemic and explains how digital twins can optimize energy use by creating dynamic systems responsive to occupancy. Causey also mentions the financial benefits of digital twins and the role of the consortium in standardizing processes and enhancing trustworthiness in the industry.

Action Items

• [ ] Reach out to Sarah Causey at Sarah.Causey@implexislab.com for more information about Implexus Labs and digital twins.

Outline

Introduction and Welcome to the Podcast

• Scott MacKenzie introduces the podcast, emphasizing its focus on industry professionals and their innovations.
• The podcast is broadcasting from the OMG Q1 meeting in Reston, Virginia, highlighting the attendees as problem solvers.
• Scott MacKenzie introduces Sarah Causey from Implexus Labs, who will discuss digital twins and her involvement in the consortium.
• Sarah Causey humorously mentions feeling comfortable being the “dumbest fish in the pond” and shares her background.

Sarah Causey's Background and Career Journey

• Sarah Causey shares her background, including her upbringing in the South, living in Houston, Texas, and now residing in Raleigh, North Carolina.
• She discusses her transition from the architecture and design industry to working as a design technology expert, focusing on BIM, VR, AR, and animations.
• Sarah mentions her drone pilot license and her natural transition into digital twins, given her experience in various design fields.
• She explains the evolution of design from pen and paper to 3D models and the integration of live data from IoT.

Joining the Digital Twin Consortium

• Scott MacKenzie appreciates Sarah's involvement in the digital twin consortium and acknowledges the rapid pace of market changes.
• Sarah explains that Implexus Labs, founded in 2023, is a startup with a team of experienced professionals in visualization, gaming, and virtual design.
• The consortium offers a platform for young professionals to contribute to the future of the industry without dominating it.
• Sarah emphasizes the passion and belief within the team about the potential of digital twins.

Passion for Digital Twins and Energy Efficiency

• Scott MacKenzie questions the necessity of digital twins and their potential to create problems or solve them.
• Sarah shares her passion for digital twins, citing the misconception that energy consumption decreased during the pandemic due to remote work.
• She explains that buildings still operated on mechanical schedules, leading to increased energy consumption.
• Sarah believes digital twins can help facilities operate more efficiently and effectively through AI and real-time data collection.

Financial ROI and Practical Implementation

• Scott MacKenzie and Sarah discuss the financial return on investment (ROI) of digital twins, especially in workplace facilities.
• Sarah highlights the potential for energy savings and the importance of collecting data from various sources like occupancy sensors and security systems.
• She explains that digital twins can provide a holistic view of building operations, making it easier for owners to understand and make decisions.
• Sarah mentions the use of gaming engines like Unreal Engine to create visual representations of buildings, making the data accessible and understandable.

Simulation and Scenario Testing

• Scott MacKenzie expresses his interest in running scenarios and testing different what-if scenarios using digital twins.
• Sarah agrees, noting that iteration and simulation are common in the design industry and can be applied to digital twins.
• She shares an example of working with Argonne National Laboratories to simulate past conditions and draw conclusions.
• Scott MacKenzie appreciates the ability to run simulations and the value of vetting solutions against specific KPIs.

Contact Information and Closing Remarks

• Scott MacKenzie asks Sarah how listeners can reach out to her for further discussions.
• Sarah provides her contact information and encourages listeners to visit plexislab.com for more details.
• Scott MacKenzie emphasizes the importance of reaching out to professionals like Sarah for guidance on digital twins and building efficiencies.
• The podcast concludes with a call to action for listeners to stay current and engage with industry professionals.

Scott MacKenzie and Dennis Dokter discussed the evolution of smart cities beyond digitization, emphasizing the importance of prioritizing quality of life and involving the community in the development process. Later, they explored the role of Nexus and White Rose Park in fostering innovation and making cities smarter, with a focus on partnerships with universities and businesses. They also discussed the importance of scaling innovation in local communities, highlighting the need for trust, public engagement, and policy considerations. Finally, they emphasized the importance of measuring the impact of new technologies and interventions in real-life settings.

Action Items

• [ ] Interested parties can contact Dennis via the Nexus Leeds website or LinkedIn to learn more about opportunities to get involved.
• [ ] Scott will provide all contact details for Dennis in the podcast for listeners interested in learning more.

Outline

“Smart Cities” and its development with a focus on improving quality of life.

• Scott MacKenzie welcomes listeners to Industrial Talk Podcast, discusses Smart Cities with Dennis Dokter from University of Leeds.
• Dennis: Community is passionate about their work, and Scott MacKenzie is impressed by their dedication.
• Scott MacKenzie: Smart cities are about improving quality of life, not just digitizing products and services.

Using technology to improve city infrastructure and quality of life.

• Scott MacKenzie and Dennis discuss the importance of engaging citizens in the development of new technologies.
• Dennis explains how Nexus and White Rose Park can be used as test beds and living labs for new technologies.
• Companies developing innovative solutions for carbon accounting, air quality, and mental stress in the veterinary industry.

Innovation, smart cities, and economic growth.

• Dennis discusses the criteria for becoming a member of Nexus, which includes innovation and collaboration with the university.
• Dennis showcases a smart city project in partnership with White Rose Park and Morley in Leeds, using data sets to measure the impact of interventions.
• Dennis discusses how people's behavior around delivery robots is changing, from initial skepticism to normalization.
• Research shows that as people become more accustomed to seeing delivery robots, they begin to adapt their behavior around them.
• Dennis hopes to gain trust from industry, policy makers, and society through collaboration.
• Innovation is core to economic growth, as every job in R&D needs jobs in the periphery, leading to increased jobs and economic activity.

Using public engagement to improve urban planning.

• Dennis emphasizes the importance of public engagement and trust in the development of new technologies.
• Dennis discusses the potential for scaling the concept of random control groups within the region and beyond.
• Dennis Dokter talks about Nexus Leeds and their mission to impact the future positively.
• Scott MacKenzie encourages listeners to engage with OMG's Q1 meeting and Industrial Talk platform.

The potential of digital twins in the IoT ecosystem was discussed, along with the importance of data quality and the need for collaboration and interdisciplinary approaches. Key arguments included the transformative impact of digital twins, the challenges of device authentication and security, and the significance of contextualization in IoT data quality. The speakers emphasized the importance of aligning AI and IoT innovations in industry, while also highlighting the challenges of leveraging AI in IoT and digital twin. The potential of merging AI and digital twins to solve real-world problems in industry was also discussed, with a focus on the importance of collaboration, education, and having the right people with the right skills to innovate and create resilience in business.

Action Items

• [ ] Look into security practices for IoT devices on customer sites.
• [ ] Share contact details (LinkedIn, Instagram) with the host.
• [ ] Promote Crazy Tech Labs services and technology solutions on the Industrial Talk Podcast.

Outline

IoT, digital twins, AI, and problem-solving in industry.

• Scott MacKenzie welcomes Jorge to the podcast and praises his problem-solving skills.
• Jorge shares his experience at the OMG q1 meeting in Reston, Virginia, where he learned about AI, IoT, and digital twins.
• Rebecca, a computer scientist and PhD candidate, discusses IoT, digital twins, and AI projects in Brazil and the US.
• Jorge, a mechatronic engineer, shares his experience working with IoT and digital twins at Crazy Tech Labs, and how he met Dan in a conference in San Francisco.

AI, IoT, and digital twin technology, with a focus on practical applications and the importance of understanding AI.

• Jorge emphasizes the importance of researching the market and listening to others before solving a problem.
• Jorge and Scott MacKenzie discuss the potential of edge computing and AI inference in solving real-world problems.
• Jorge: Solving problems without putting costs ahead, looking into clients' needs, and using technology that's already available.
• Rebeca: Importance of standardizations in AI to avoid dangerous situations where people say whatever they want.
• Rebeca emphasizes the practical applications of AI, such as saving time and providing insights, while Speaker 2 highlights the importance of understanding the problem and using the right tools.

AI and IoT, data quality, and digital twins.

• Scott and Speaker 2 discuss AI's impact on IoT and digital twin, with Speaker 2 viewing it as a tool for composing solutions.
• Jorge emphasizes the importance of context in AI and IoT, citing the need for accurate data to create a digital twin.
• Rebeca discusses various approaches to ensuring data accuracy in IoT, including using AI to identify patterns and detect deviations in time series data.

AI, digital twins, and IoT solutions for industrial efficiency.

• Digital twins provide contextualization to identify security issues in IoT devices.
• Rebeca discussed the importance of AI in detecting inconsistencies in data and improving confidence in results.
• Jorge highlighted the challenges of choosing the right IoT solutions in a rapidly evolving market.
• Scott MacKenzie and Jorge Crazy Tech Labs discuss merging AI and digital twin to solve real problems.

Scott MacKenzie and Pieter discussed the potential of digital twin technology in the industrial sector, emphasizing the need for standards and proper implementation to achieve real business value. They highlighted the importance of digital twins in addressing business problems and achieving ROI, particularly in asset-intensive industries like oil and gas, mining, energy, and utilities. The conversation emphasized the significance of digital twin technology in improving efficiency, reducing costs, and enhancing decision-making in these industries.

Action Items

• [ ] Connect with Pieter van Schalkwyk on LinkedIn
• [ ] Read Peter's book on building industrial digital twins using Azure Digital Twin
• [ ] Promote your podcast or technology on the industrial talk platform
• [ ] Reach out to Peter for more information on digital twin implementation and the periodic table

Outline

Digital twin technology and its challenges.

• Peter, CEO of XMPro, discusses digital twin technology at OMG's Q1 meeting.
• Pieter highlights increasing complexity in digital twin technology, emphasizing need for standards and interoperability.

Digital twin capabilities and their importance in business.

• Pieter explains technology-agnostic approach to digital twins, focusing on business value.
• Pieter emphasizes the importance of understanding capabilities in the digital twin context.
• Pieter and Scott MacKenzie discuss how to identify and prioritize capabilities in an organization.
• Pieter discusses vetting capabilities for digital twin technology with industry practitioners and DTC members.

Digital twin technology and its applications in various industries.

• Pieter suggests expanding the digital twin standard to include emerging technologies like Gen AI, while also making it machine-readable for easier adoption and compliance.
• Scott MacKenzie appreciates the simplicity of the digital twin standard, which allows for easy explanation and understanding, even for non-technical individuals.
• Pieter MacKenzie, CEO of XM Pro, discusses digital twin technology and its applications in asset-intensive industries.
• Pieter encourages listeners to reach out to him on LinkedIn for more information and collaboration.

Scott MacKenzie and Gerardo discussed advancements in distributed systems and data management. Gerardo explained how their company, Real-Time Innovations, develops software infrastructure for robotic systems. They discussed the importance of modularity, interoperability, and security in complex systems, highlighting challenges such as latency, data security, and scalability in real-time innovations. They emphasized the need for a common language and protocol to enable communication and integration between different systems.

Action Items

• [ ] Look into getting involved with OMG (Object Management Group) to engage with others using DDS.
• [ ] Provide Scott with contact details for RTI and information on how listeners can learn more about DDS and RTI's solutions.
• [ ] Share recording of meeting on the industrial talk podcast for others interested in DDS.

Outline

DDS software platform for distributed systems.

• Scott MacKenzie interviews Gr. Doe at OMG q1 meeting, discussing 20-year membership and hair.
• Gerardo (Chief Technology Officer at Real Time Innovations) explains DDS as a software platform for building distributed systems, like an operating system.
• Gerardo discusses how DDS has been around for 20 years and is used to manage low-level tasks in distributed systems, such as memory and file access management.

Building complex systems with modular components and addressing latency issues in autonomous vehicles.

• Gerardo: Data movement complexity requires software support for easy communication between applications.
• Scott MacKenzie: Abstraction layers are needed to simplify data exchange between applications.
• Gerardo explains modularity is key to building complex systems like autonomous vehicles, emphasizing the importance of interfaces and infrastructure to move data between components.
• Gerardo discusses latency concerns in autonomous vehicles, highlighting the need for networking technology and real-time operating systems to minimize delays.

Data-centric security and its importance in protecting sensitive information.

• Gerardo discusses data-centric security, focusing on protecting data at the source rather than securing communication channels.
• Insecurity is addressed by securing data flows with their own security measures, rather than relying on classic HDP-level security.
• Existing businesses want to deploy DDS for efficient data management.

Real-time data integration and security in industrial settings.

• Gerardo explains how VBS (Virtual Business System) helps integrate systems with different protocols by providing a common language and interface.
• The success of the internet's HTTP and REST protocols serve as an example for how normalizing communication protocols can facilitate integration and interoperability.
• Gerardo discusses the importance of security and scalability in software-defined systems.
• Gerardo discusses scalability of RTI's platform with Scott MacKenzie.
• Gerardo shares contact information for RTI and OMG on industrial talk podcast.

The conversation revolved around the need for a standardized business reporting model to improve efficiency and rigor in reporting across various domains. Claude Baudoin and Scott MacKenzie discussed the initiative's origins in response to increasing regulatory requirements and the importance of defining semantic relationships, constraints, and formulas. They also touched on the need to enhance reporting consistency and semantic rigor across domains, with a focus on standardizing a metamodel to enable tools to produce compliant reports. Later, Claude and Scott MacKenzie discussed the significance of standardization in the tech industry, with Claude emphasizing the importance of OMG standards like UML, and Scott MacKenzie highlighting the need for dynamic documents that keep up with time.

Action Items

• [ ] Continue discussions with regulators and agencies to adopt the SBRM standard for defining their report formats.
• [ ] Market the SBRM standard to tool vendors so they can build software that produces compliant reports.
• [ ] Reach out to Claude via email (claude@omg.org) or LinkedIn to learn more or get involved with OMG's work.

Outline

Standardization and innovation in industry with OMG experts.

• Industry professionals gather at Q1 quarterly meeting to discuss solutions and standards.
• Scott MacKenzie and Claude Boudoir discuss OMG's impact on technology standards and industry collaboration.

Standardizing business reporting to improve accuracy and efficiency.

• Standard Business Reporting model aims to make reports more rigorous and machine-readable.
• Claude discusses how standardizing reporting can improve efficiency and accuracy in various industries.
• Claude emphasizes importance of standardized reporting to ensure accuracy and efficiency in the financial industry.

Standardizing business reporting using a metamodel to ensure consistency and accuracy.

• Claude explains the Standard Business Reporting model as a metamodel for various industries.
• Claude: Standardize metamodel for semantic relationships in reports (OMG)
• Claude: Tool vendors will create models compliant with standardized metamodel (SBRM)

Standardizing business reporting with OMG.

• Claude explains the importance of marketing the standard to regulators and industry stakeholders.
• Claude and Scott MacKenzie discuss the need for iterative feedback and vetting of the standard.
• OMG standardizes documents through iterative revisions, ensuring dynamic updates.
• Scott MacKenzie interviews Claude about OMG's work in standardizing business reporting.
• Claude provides valuable insights on the challenges of creating regulatory reports.

The conversation centered around the importance of prioritizing software quality to improve productivity and reduce costs. The speakers highlighted the significant financial costs associated with software quality issues and emphasized the need for implementing and applying software security standards in the industry. They also discussed automated source code quality measures and the importance of software quality standards and certification, with one speaker expressing a preference for free and open-source software and the other emphasizing the need for a certification exam to test developers' knowledge of ISO 5055.

Action Items

• [ ] Update ISO/IEC 5055 to include new measures around data protection and resource sustainability.
• [ ] Submit annexes to ISO/IEC 5055 covering the new measures.
• [ ] Develop a certification exam on ISO/IEC 5055 through OMG for developers and quality assurance professionals.
• [ ] Connect with Bill Curtis via ACM.org or LinkedIn for more information on software quality standards and initiatives.

Outline

Software quality, technical debt, and cost of poor quality software.

• Dr. Bill Curtis, leading expert on capability maturity model, discusses software bombs and cybersecurity.
• Bill discusses the high cost of poor quality software, citing a report that estimates $1.5 trillion in annual costs.
• Bill emphasizes the importance of executive management in protecting the development team from unnecessary requirements and technical debt.

Software quality issues and their costs in the billions.

• Bill: Technical debt costs in the 9-10 digits, with estimates reaching $175 million pounds.
• Bill: Quantifying technical debt is challenging, but public sources provide reasonably based estimates.
• Expert panel identified 75 serious weaknesses in software systems.

Software security weaknesses and how to address them using static analysis technology.

• OMG developed a standard for software security, ISO approved it in 2021.
• Bill: Setting thresholds for software weaknesses in contracts with suppliers.
• Bill: Static analysis technology helps evaluate existing systems for security vulnerabilities.
• Bill: System-level weaknesses require prioritization, not just code-level fixes.
• Companies work with partners for security weakness identification and remediation.

Software quality standards and ISO 5055.

• Bill discusses the importance of keeping ISO standards up-to-date, citing examples of expanded weaknesses and sustainability issues.
• OMG team is responsible for updating the ISO standard, relying on submitters to keep it current, and adding new annexes for data protection and resource sustainability.
• Bill discusses submitting additional measures to improve software quality, while Scott promotes connecting with Bill Curtis for expertise on software quality standards.

Scott MacKenzie and Richard discuss the importance of standardizing financial data modeling to improve data quality, with Richard highlighting the challenges of keeping track of multiple identifiers for financial instruments issued by the same company. They also discuss the adoption and governance of financial data standards, with Scott MacKenzie highlighting the high demand for FIGI data and the importance of open source licensing for good governance. Richard Robinson and Scott MacKenzie then engage in a conversation about the significance of standards in the digital age, with Richard emphasizing the need for standards to ensure interoperability and facilitate innovation, while Scott expresses his amazement at the complexity of standards and their impact on everyday life.

Action Items

• [ ] Continue work on further revisions and enhancements to the FIGI standard.
• [ ] Provide contact details to listeners interested in learning more about FIGI.
• [ ] Publish Richard's contact information on the Industrial Talk platform for connections.

Outline

Open data standards for financial instruments, including FIGI and LSI legal entity identifier.

• Scott MacKenzie welcomes Richard Robinson to the podcast, praising his work with OMG and Bloomberg.
• Richard Robinson shares his experience with OMG, including his role as Chair of the Financial Services DTF.
• Richard (Bloomberg) explains how FIGI (open data standard) addresses issue of multiple identifiers for financial instruments, making them more accessible and transparent.
• Richard discusses how Bloomberg's FIGI identifier is free and open data, unlike other identifiers that require payment, and how it can help commoditize financial data.

Standardizing financial data modeling using FIGI1.0.

• Richard discusses the evolution of the Financial Industry Business Ontology (FIBO) standard from a proprietary model to an open standard through the Object Management Group.
• Richard explains how FIGI assigns unique identifiers to financial instruments, such as IBM common stock, to enhance data quality and provide an open way to access the data.
• Richard worked with financial services companies to address the same problem of maintaining internal databases and systems to keep data quality consistent, and FIGI helps enhance that effort.

Adoption and governance of a standard for financial data.

• The FIGI standard is being widely adopted with 14 billion API requests per month globally.
• Keiko, a firm in France, became a certified provider for cryptocurrencies after accreditation.
• Speaker discusses importance of proper identification and transparency in financial industry.

Standards and regulations in various industries.

• Richard discusses importance of standards in various industries, including construction and technology.
• Richard Robinson discusses the importance of standards in data wrangling at OMG Q1 meeting.

Brian Schmidt and Scott MacKenzie discussed the potential of digital twin technology in various industries, highlighting its benefits, challenges, and the importance of collaboration to overcome them. They emphasized the need for trustworthiness and security in digital twins, as well as their potential to optimize operations and improve efficiency. Brian shared his experience as a new co-chair of the aerospace and defense working group within the Digital Twin Consortium, while Scott provided insights and questions to further explore the topic.

Action Items

• [ ] Produce a white paper from the Aerospace and Defense working group.
• [ ] Make the Excel spreadsheet version of the periodic table artifact available from the Digital Twin Consortium.
• [ ] Reach out to Brian Schmidt via LinkedIn for more information.

Outline

Digital twin technology and its applications in the aerospace and defense industry.

• Brian Schmidt shares his background and experiences at Northrop Grumman.
• Brian leads aerospace and defense working group, meets biweekly with industry colleagues.

Digital twins, data, and cyber security challenges in various industries.

• Brian highlights the importance of digital twins in making informed decisions and iterating on ideas through simulations.
• Brian: Industry still in early stages of leveraging digital twin capabilities.
• Brian: Collaboration in working groups crucial to overcome challenges.
• Brian: Digital twins require data, interoperability, and cyber security to be effective.
• Brian: Trustworthiness and security are paramount for digital twins in aerospace and defense.

Digital twins and their potential to optimize manufacturing processes.

• Scott MacKenzie and Brian discuss the benefits of digital twins in manufacturing, including efficiency and cost savings.
• The digital twin consortium is creating a periodic table of sorts to organize and connect people working on similar projects.
• Members of the consortium are regularly meeting in person and virtually to share ideas and produce white papers.
• Brian is passionate about digital twin technology and collaboration.

Scott MacKenzie and David McKee discussed the importance of disrupting traditional business models for sustainability, emphasizing the need for companies to adopt sustainable practices not just for environmental reasons but also for societal impact. They highlighted the potential of digital technologies to drive sustainability in various sectors, including healthcare, construction, and energy. Later, Speaker 2 and Scott MacKenzie discussed the importance of sustainable digital twins and data management, emphasizing the need for responsible compute, energy, power, and storage, as well as the potential of digital twin technology to revolutionize the way complexes are managed and maintained.

Action Items

• [ ] Demonstrate the cross-functional use case project at the Transform conference in June 2022.
• [ ] Continue iterating on requirements and challenges with end users and vendors involved in the cross-functional use case project.
• [ ] Deploy the cloud implementation of the cross-functional use case project and have end users like White Rose Park utilizing it.

Outline

Industry trends and innovations with a focus on exiting a company and starting another.

• David McKee is a problem solver and innovator discussed on the podcast.
• David reflects on their entrepreneurial journey, exiting a company and accidentally starting another.

Sustainable business growth and digital transformation.

• David discusses counterpoint technologies, a company focused on sustainability and growth.
• David highlights the importance of slowing down and assessing customer needs to ensure long-term success.
• David highlights the importance of basics in digital transformation, focusing on highly regulated sectors like healthcare and construction.

Digital twins, sustainability, and platform architecture.

• David discusses the importance of sustainability in digital twin technology, mentioning the need for responsible compute, energy, power, and storage.
• David and Scott MacKenzie discuss the concept of sustainable digital twins, including the need for a light touch but regulated and assured platform.
• David describes the Digital Consortium's work in developing a capabilities and technologies working group, which has identified common capabilities across various use cases.
• The consortium has published two outputs: a capabilities periodic table and a platform stack architecture framework, which provide a foundation for accelerating through the initial stage of requirements.
• David: Digital twin building blocks include IT system, computing, networking, storage, and models/simulation.
• David: Periodic table and architecture framework provide a quick way to identify needed capabilities.

Using digital twins for operational resilience in various industries.

• Speaker discusses cross-functional use case for digital twin technology to improve resilience in the face of unexpected events.
• David highlights the diverse range of participants in a consortium spanning three continents, including a university, hospital, and businesses.

Digital twin technology for businesses, including data integration and synchronization.

• David discusses how a digital twin system is being developed for a hospital, including viral dispersion monitoring and data visualization.
• Members from various companies are collaborating on the project, including software engineers and those from other fields, to create a full digital twin system within 6-9 months.
• David: Digital twin brings data to life, makes it actionable (0:23:34)
• Digital twin is a virtual representation of a real-world entity or process (0:24:00)

Using digital twins to optimize business operations.

• David emphasizes the importance of starting with a solid data landscape and returning value quickly.
• David and Scott MacKenzie discuss the benefits of working with startups and accelerator programs in the Northeast UK.
• David: Data fabric saves money, provides actionable insights (0:28:12)
• David: Clean data is key to business resilience, efficiency, better decisions (0:29:46)

Scott MacKenzie and Chris Pickett discussed the potential of AR technology in industrial settings, highlighting its ability to increase productivity and safety. Mark Sage joined the conversation and shared his experience in developing AR technology for various industries. The speakers emphasized the cutting-edge technology and development of advanced AR glasses, which could revolutionize the industry. They also discussed the potential of AR in industrial applications, including maintenance, healthcare, and military uses.

Action Items

• [ ] Reach out to Chris Pickett on LinkedIn or via email at digilens.com to learn more about DigiLens' smart glasses and how they can enable productivity improvements.
• [ ] Begin mass production of DigiLens' smart glasses for industrial, enterprise, military and other applications in Q2 of the year.
• [ ] Continue regulatory approval process for DigiLens' smart glasses.
• [ ] Explore applications of DigiLens' smart glasses for military use such as enabling remote assistance for repairs and medical procedures.

Outline

Industrial innovation, technology, and productivity with a focus on augmented reality glasses.

• Chris Pickett is in the hot seat at the Q1 meeting.
• Mark Sage has experience in startups from various perspectives.
• Chris describes a new technology that enhances productivity in enterprise, industrial, and military settings by projecting information directly into the user's line of sight.
• The technology uses a holographic lens and RFID scanning to streamline tasks and increase efficiency, with the potential to save money and improve workplace safety.
• Chris describes the features of their augmented reality glasses, including cameras, microphones, and battery life.
• Chris highlights their company's expertise in developing head-worn displays with adjustable corrective lenses.

Augmented reality technology for industrial applications.

• Developing augmented reality technology for industrial, military, and healthcare applications.
• Scott MacKenzie geeks out on augmented reality glasses from DigiLens.