How to Fit Artificial Intelligence into Manufacturing

September 19, 2019 | 82 views

Even early concerns related to artificial intelligence (AI) have not appeared to slow its adoption. Some companies are already seeing benefit and experts are saying companies not adopting new technology will not be able to compete over time. However, AI adoption seems to be moving slowly despite early successful case studies. AI is growing, but exact numbers can be difficult to obtain, as the definition of technologies such as machine learning, AI, machine vision, and others are often blurred. For example, using a robotic arm and camera to inspect parts might be advertised as a machine learning or an AI device. While the device could work well, it might only be comparing images taken to others that were manually added it to a library.

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Statera, Inc

Statêra is a leading business and technology consulting firm. We have completed over 1,000 successful engagements by delivering the right solutions, delighting our clients, supporting our communities, and by providing interesting and productive careers for our people. Our methods focus on process over platform and talent over technology. We are experts in moving our clients to the cloud, and delivering CRM, web, mobile, collaboration, and custom solutions

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AI TECH

The Revolutionary Power of 5G in Automation and Industry Digitization

Article | July 20, 2022

Fifth-generation (5G) mobile phone networks that can carry data up to 50 times faster than major carriers' current phone networks are now rolling out. But 5G promises to do more than just speed up our phone service and download times. The mobile industry's fifth-generation (5G) networks are being developed and are prepared for deployment. The expansion of IoT and other intelligent automation applications is being significantly fueled by the advancing 5G networks, which are becoming more widely accessible. For advancements in intelligent automation—the Internet of Things (IoT), Artificial Intelligence (AI), driverless cars, virtual reality, blockchain, and future innovations we haven't even considered yet—5 G's lightning-fast connectivity and low-latency are essential. The arrival of 5G represents more than simply a generational shift for the tech sector as a whole. Contributions by 5G Networks For a number of reasons, the manufacturing sector is moving toward digitalization: to increase revenue by better servicing their customers; to increase demand; to outperform the competition; to reduce costs by boosting productivity and efficiency; and to minimize risk by promoting safety and security. The main requirements and obstacles in the digitization industry were recently recognized by a study. Millions of devices with ultra-reliable, robust, immediate connectivity. Gadgets, which are expensive with a long battery life. Asset tracking along the constantly shifting supply chains. Carrying out remote medical operations. Enhancing the purchasing experience with AR/VR. Implementing AI to improve operations across the board or in various departments. The mobile telecommunications requirements of the Internet of Things cannot be met by the current 4G and 4G LTE networks. Compared to current 4G LTE networking technologies, 5G can also offer a solution to the problem and the quickest network data rate with a relatively low cost and greater communication coverage. The 5G network's quick speeds will lead to new technical developments. The upcoming 5G technology will support hundreds of billions of connections, offer transmission speeds of 10 Gbps, and have an extremely low latency of 1 ms. Additionally, it makes rural areas' services more dependable, minimizing service disparities between rural and urban areas. Even though the 5G network is a development of the 4G and 4G LTE networks, it has a whole new network design and features like virtualization that provide more than impressively fast data speeds.

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SOFTWARE

AI's Impact on Improving Customer Experience

Article | July 14, 2022

To enhance the consumer experience, businesses all over the world are experimenting with artificial intelligenace (AI), machine learning, and advanced analytics. Artificial intelligence (AI) is becoming increasingly popular among marketers and salespeople, and it has become a vital tool for businesses that want to offer their customers a hyper-personalized, outstanding experience. Customer relationship management (CRM) and customer data platform (CDP) software that has been upgraded with AI has made AI accessible to businesses without the exorbitant expenses previously associated with the technology. When AI and machine learning are used in conjunction for collecting and analyzing social, historical, and behavioral data, brands may develop a much more thorough understanding of their customers. In addition, AI can predict client behavior because it continuously learns from the data it analyzes, in contrast to traditional data analytics tools. As a result, businesses may deliver highly pertinent content, boost sales, and enhance the customer experience. Predictive Behavior Analysis and Real-time Decision Making Real-time decisioning is the capacity to act quickly and based on the most up-to-date information available, such as information from a customer's most recent encounter with a company. For instance, Precognitive's Decision-AI uses a combination of AI and machine learning to assess any event in real-time with a response time of less than 200 milliseconds. Precognitive's fraud prevention product includes Decision-AI, which can be implemented using an API on a website. Marketing to customers can be done more successfully by using real-time decisioning. For example, brands may display highly tailored, pertinent content and offer to clients by utilizing AI and real-time decisioning to discover and comprehend a customer's purpose from the data they produce in real-time. By providing deeper insights into what has already happened and what can be done to facilitate a sale through suggestions for related products and accessories, AI and predictive analytics are able to go further than historical data alone. This increases the relevance of the customer experience, increases the likelihood that a sale will be made, and increases the emotional connection that the customer has with a brand.

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FUTURE TECH

The Evolution of Quantum Computing and What its Future Beholds

Article | July 14, 2022

The mechanism of quantum computers will be entirely different from anything we humans have ever created or constructed in the past. Quantum computers, like classical computers, are designed to address problems in the real world. They process data in a unique way, though, which makes them a much more effective machine than any computer in use today. Superposition and entanglement, two fundamental ideas in quantum mechanics, could be used to explain what makes quantum computers unique. The goal of quantum computing research is to find a technique to accelerate the execution of lengthy chains of computer instructions. This method of execution would take advantage of a quantum physics event that is frequently observed but does not appear to make much sense when written out. When this fundamental objective of quantum computing is accomplished, and all theorists are confident works in practice, computing will undoubtedly undergo a revolution. Quantum computing promises that it will enable us to address specific issues that current classical computers cannot resolve in a timely manner. While not a cure-all for all computer issues, quantum computing is adequate for most "needle in a haystack" search and optimization issues. Quantum Computing and Its Deployment Only the big hyperscalers and a few hardware vendors offer quantum computer emulators and limited-sized quantum computers as a cloud service. Quantum computers are used for compute-intensive, non-latency-sensitive issues. Quantum computer architectures can't handle massive data sizes yet. In many circumstances, a hybrid quantum-classical computer is used. Quantum computers don't use much electricity to compute but need cryogenic refrigerators to sustain superconducting temperatures. Networking and Quantum Software Stacks Many quantum computing software stacks virtualize the hardware and build a virtual layer of logical qubits. Software stacks provide compilers that transform high-level programming structures into low-level assembly commands that operate on logical qubits. In addition, software stack suppliers are designing domain-specific application-level templates for quantum computing. The software layer hides complexity without affecting quantum computing hardware performance or mobility.

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FUTURE TECH

Language Models: Emerging Types and Why They Matter

Article | July 7, 2022

Language model systems, often known as text understanding and generation systems, are the newest trend in business. However, not every language model is made equal. A few are starting to take center stage, including massive general-purpose models like OpenAI's GPT-3 and models tailored for specific jobs. There is a third type of model at the edge that is intended to run on Internet of Things devices and workstations but is typically very compressed in size and has few functionalities. Large Language Models Large language models, which can reach tens of petabytes in size, are trained on vast volumes of text data. As a result, they rank among the models with the highest number of parameters, where a "parameter" is a value the model can alter on its own as it gains knowledge. The model's parameters, which are made of components learned from prior training data, fundamentally describe the model's aptitude for solving a particular task, like producing text. Fine-tuned Language Models Compared to their massive language model siblings, fine-tuned models are typically smaller. Examples include OpenAI's Codex, a version of GPT-3 that is specifically tailored for programming jobs. Codex is both smaller than OpenAI and more effective at creating and completing strings of computer code, although it still has billions of parameters. The performance of a model, like its capacity to generate protein sequences or respond to queries, can be improved through fine-tuning. Edge Language Models Edge models, which are intentionally small in size, occasionally take the shape of finely tuned models. To work within certain hardware limits, they are occasionally trained from scratch on modest data sets. In any event, edge models provide several advantages that massive language models simply cannot match, notwithstanding their limitations in some areas. The main factor is cost. There are no cloud usage fees with an edge approach that operates locally and offline. As significant, fine-tuned, and edge language models grow in response to new research, they are likely to encounter hurdles on their way to wider use. For example, compared to training a model from the start, fine-tuning requires less data, but fine-tuning still requires a dataset.

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Spotlight

Statera, Inc

Statêra is a leading business and technology consulting firm. We have completed over 1,000 successful engagements by delivering the right solutions, delighting our clients, supporting our communities, and by providing interesting and productive careers for our people. Our methods focus on process over platform and talent over technology. We are experts in moving our clients to the cloud, and delivering CRM, web, mobile, collaboration, and custom solutions

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AI TECH,GENERAL AI,AI APPLICATIONS

Nextech AR Launches Groundbreaking AI Powered SaaS Software Platform “Toggle3D” For Rapidly Growing CAD-3D Model Market

Nextech AR | September 23, 2022

Nextech AR Solutions Corp. , a Metaverse Company and leading provider of augmented reality (“AR”) experience technologies and 3D model services is pleased to announce it has launched its groundbreaking Toggle3D, a new AI powered SaaS platform that enables the creation, design, configuration and deployment of 3D models at scale. The Company sees this launch as a major milestone on its way to becoming the dominant 3D model platform and looks forward to Toggle3D becoming a new high margin engine of growth. Toggle3D is a standalone web application which enables product designers, 3D artists, marketing professionals and eCommerce site owners to create, customize and publish high-quality 3D models and experiences without any technical or 3D design knowledge required. The Company believes that Toggle3D is the first platform of its kind, and this break-through SaaS product is a potential game changer for the manufacturing and design industry, as it provides a viable solution to convert large CAD files into lightweight 3D models at affordable prices and at scale. CAD is a function of product engineering. Industrial designers, working for product manufacturers, use CAD software like AutoCAD, and SolidWorks to design many of the products in the modern world. The Toggle3D platform leveraged AI so those raw CAD files can be converted to photo realistic, fully textured 3D models at scale. Toggle3D technology creates optimized 3D meshes that are suitable for 3D and AR applications. The use of CAD files is ubiquitous across manufacturing verticals including; automotive, aerospace, industrial machinery, civil and construction, electrical & electronics, pharmaceutical, healthcare, consumer goods and others. According to BIS Research, the CAD market, quantified by the amount spent on the creation of CAD files, is $11 billion dollars by 2023.1...the Company sees substantial use cases. Toggle3D uses Nextech AR’s patent pending technology AI (enabling the conversion of CAD files into 3D models at scale) as well as the Company’s ARitize Configurator product. Creators can easily transform their CAD files into 3D models, or bring their existing 3D models into the platform. Within the platform, creators will be able to conduct 3 types of projects which are all templatized for a fantastic user experience: 3D Product Configurators, Virtual Photography, and Product Demos being rolled out over the next few weeks. To rapidly gain early adopters, Toggle3D will be available both through a free trial and pro SaaS license. A free license will give users just enough functionality to try out the platform and experiment with the technology. By upgrading to a pro plan, users will be granted full access to the entire platform. This includes unlimited projects, more materials, larger file uploads, more storage, and other advanced editing tools. It is a completely self-serve platform, that contains an extensive pre-built library of high-quality over 1000 PBR materials. Toggle3D makes things easy, with a friendly user interface that works for the user and makes the entire 3D journey seamless and predictable. The user is fully in control of their design output. Yesterday, CEO Evan Gappelberg joined the Wall Street Reporter’s NEXT SUPER STOCK for a livestream event, where he discussed the new Toggle3D product and provided a live demo of the platform. About ARitize Configurator ARitize Configurator was previously only available as a managed service but now is also available as a self-serve product through the Toggle3D platform. To use the product configurator within Toggle3D, a user is required to bring a CAD file or an existing 3D model. Once the 3D model is created or uploaded, the configurator tool makes it easy and seamless to change the colors, materials, and individual parts all in engaging real-time 3D. About Nextech AR Nextech AR Solutions is the engine accelerating the growth of the Metaverse. Using breakthrough AI, Nextech AR is able to quickly, easily and affordably ARitize (transform) vast quantities and varieties of existing assets at scale making products, people and places ready for interactive 3D use, giving creators at every level all the essential tools they need to build out their digital AR vision in the Metaverse. Our platform agnostic tools allow brands, educators, students, manufacturers, creators, and technologists to create immersive, interactive and the most photo-realistic 3D assets and digital environments, compose AR experiences, and publish them omnichannel. With a full suite of end-to-end AR solutions in 3D Commerce, Education, Events, and Industrial Manufacturing, Nextech AR is in a unique position to meet the needs of the world’s biggest brands and all Metaverse contributors.

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SOFTWARE,FUTURE TECH

Kapture CRM appoints Pavit Ponnanna as Head of CX (Customer Experience)

Kapture CRM | September 23, 2022

The Kapture team is pleased to announce that Pavit Ponnanna will be stepping into the position of Head of CX (Customer Experience). With cross-functional experience of 21+ years in customer services, operations management, Pavit's strength is customer experience and brings a deep understanding of the CX landscape. Pavit will play an instrumental role in accelerating CX for Kapture. Commenting on his appointment, Vikas Garg: CTO & Co-founder, Kapture, said," We are delighted to have Pavit Ponnanna join us as our Head of Customer Experience. The last few years have been incredible for us and we have witnessed exponential growth across geographies. Our focus is now to evolve into a more structured organisation that's prepared for the planned growth in the coming years. Having Pavit is going to be a big help in this journey." “I am very excited about joining such a competent and capable team. Kapture has been very successful in combining industrial technology with digital solutions and has become a frontrunner in providing a Customer Support Automation platform that provides businesses across industries with all-in-one customer service software. I am certainly looking forward to developing the company further with a clear industrial ambition to change the future of CX,“ said Pavit Ponnanna. About KaptureCRM Kapture, a Customer Relationship Management (CRM) software firm, was established in 2015, on the simple idea of providing a smarter way for businesses to manage customer relationships through a single automated platform. Simply put, their goal is to organise customer information and make it contextually and instantly accessible to all end users at any given time. Keeping customer experience at the forefront of it all.

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AI TECH,GENERAL AI

PwC Germany and Monitaur Form Strategic Partnership to Advance AI Governance

PwC Germany | September 08, 2022

PwC Germany, the leading auditing and consulting firm in Germany, and Monitaur, an AI governance software company, today announced that they have formed a strategic partnership to advance AI governance to meet the demands of European AI regulatory compliance. Responsible and ethical AI is a cross-functional business challenge. To deliver assurances, organizations need to implement life cycle governance and auditing practices. Unfortunately, the gap between such strategies and day-to-day operations is wide. This partnership will deliver repeatable and scalable life cycle governance and assurances. “Auditing AI will help organizations maximize value from the technology by better understanding and minimizing risks, strengthening internal controls, and ensuring compliance with statutory requirements,” said Bradley Shimmin, chief analyst at Omdia. “Combining PwC’s deep customer expertise and Monitaur’s highly adaptive ML Assurance Platform will serve as a positive accelerant throughout the AI marketplace, helping diverse companies more rapidly and with greater assurance build responsible AI outcomes that engender trust among consumers.” PwC Germany is responding to customer demand for assistance in building trust and assurances across their artificial intelligence projects and priorities. The European Commission drafted the EU AI Act to define a framework addressing the increasing number of risks and challenges in the area of artificial intelligence. The European Commission is not alone in realizing that the need for regulation of AI must be met in a timely manner. Germany, in particular, has established AI regulation standards (AIC4/ IDW PS 861) that require independent audits. The PwC Germany/Monitaur strategic partnership was formed at this time to prioritize and focus on addressing the regulation of artificial intelligence. “Building responsible and trustworthy AI programs is a complex challenge for enterprise companies, “but one that is increasingly becoming a top priority in support of corporate strategies and in response to accelerated regulatory expectations.” Hendrik Reese, partner at PwC Germany Monitaur was founded on the mission to deliver software enablement of governance and assurances as the key driver of trust and confidence in AI. The company is building the software required to operationalize responsible and ethical governance at scale in enterprises and leading technology companies. Monitaur’s platform offers solutions that support a holistic approach across the model life cycle, from governance policy creation, through stakeholder collaboration, to production monitoring and objective audits. “As I think about our ultimate mission of creating greater confidence and trust in AI, it is impossible to achieve such impact without strong partners and a robust ecosystem,” said Monitaur founding CEO Anthony Habayeb. “PwC shares our vision for the positive potential of AI to improve our everyday lives when well governed. We are well aligned to collaborate to help companies go beyond good intentions to deliver responsible, ethical systems that unlock that potential.” Both companies will collaborate to develop education and governance methodologies to create a more responsible, trustworthy and ethical AI future. About Monitaur Monitaur, Inc. is an AI governance software company that goes beyond good intentions. The Monitaur ML Assurance platform is a SaaS suite of integrated products designed for companies using AI to make high-impact decisions. Global organizations use Monitaur to drive policies, collaboration, oversight, monitoring and assurances of responsible and ethical life cycle AI governance. Founded in 2019 by a team of deep domain experts in the areas of corporate innovation, machine learning, assurance, and software development, Monitaur is committed to improving people’s lives by providing confidence and trust in AI. About PwC Germany Our clients face diverse challenges, strive to put new ideas into practice, and seek expert advice. They turn to us for comprehensive support and practical solutions that deliver maximum value. Whether for a global player, a family business or a public institution, we leverage all of our assets: experience, industry knowledge, high standards of quality, commitment to innovation, and the resources of our expert network in 156 countries. Building a trusting and cooperative relationship with our clients is particularly important to us — the better we know and understand our clients’ needs, the more effectively we can support them.

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AI TECH,GENERAL AI,AI APPLICATIONS

Nextech AR Launches Groundbreaking AI Powered SaaS Software Platform “Toggle3D” For Rapidly Growing CAD-3D Model Market

Nextech AR | September 23, 2022

Nextech AR Solutions Corp. , a Metaverse Company and leading provider of augmented reality (“AR”) experience technologies and 3D model services is pleased to announce it has launched its groundbreaking Toggle3D, a new AI powered SaaS platform that enables the creation, design, configuration and deployment of 3D models at scale. The Company sees this launch as a major milestone on its way to becoming the dominant 3D model platform and looks forward to Toggle3D becoming a new high margin engine of growth. Toggle3D is a standalone web application which enables product designers, 3D artists, marketing professionals and eCommerce site owners to create, customize and publish high-quality 3D models and experiences without any technical or 3D design knowledge required. The Company believes that Toggle3D is the first platform of its kind, and this break-through SaaS product is a potential game changer for the manufacturing and design industry, as it provides a viable solution to convert large CAD files into lightweight 3D models at affordable prices and at scale. CAD is a function of product engineering. Industrial designers, working for product manufacturers, use CAD software like AutoCAD, and SolidWorks to design many of the products in the modern world. The Toggle3D platform leveraged AI so those raw CAD files can be converted to photo realistic, fully textured 3D models at scale. Toggle3D technology creates optimized 3D meshes that are suitable for 3D and AR applications. The use of CAD files is ubiquitous across manufacturing verticals including; automotive, aerospace, industrial machinery, civil and construction, electrical & electronics, pharmaceutical, healthcare, consumer goods and others. According to BIS Research, the CAD market, quantified by the amount spent on the creation of CAD files, is $11 billion dollars by 2023.1...the Company sees substantial use cases. Toggle3D uses Nextech AR’s patent pending technology AI (enabling the conversion of CAD files into 3D models at scale) as well as the Company’s ARitize Configurator product. Creators can easily transform their CAD files into 3D models, or bring their existing 3D models into the platform. Within the platform, creators will be able to conduct 3 types of projects which are all templatized for a fantastic user experience: 3D Product Configurators, Virtual Photography, and Product Demos being rolled out over the next few weeks. To rapidly gain early adopters, Toggle3D will be available both through a free trial and pro SaaS license. A free license will give users just enough functionality to try out the platform and experiment with the technology. By upgrading to a pro plan, users will be granted full access to the entire platform. This includes unlimited projects, more materials, larger file uploads, more storage, and other advanced editing tools. It is a completely self-serve platform, that contains an extensive pre-built library of high-quality over 1000 PBR materials. Toggle3D makes things easy, with a friendly user interface that works for the user and makes the entire 3D journey seamless and predictable. The user is fully in control of their design output. Yesterday, CEO Evan Gappelberg joined the Wall Street Reporter’s NEXT SUPER STOCK for a livestream event, where he discussed the new Toggle3D product and provided a live demo of the platform. About ARitize Configurator ARitize Configurator was previously only available as a managed service but now is also available as a self-serve product through the Toggle3D platform. To use the product configurator within Toggle3D, a user is required to bring a CAD file or an existing 3D model. Once the 3D model is created or uploaded, the configurator tool makes it easy and seamless to change the colors, materials, and individual parts all in engaging real-time 3D. About Nextech AR Nextech AR Solutions is the engine accelerating the growth of the Metaverse. Using breakthrough AI, Nextech AR is able to quickly, easily and affordably ARitize (transform) vast quantities and varieties of existing assets at scale making products, people and places ready for interactive 3D use, giving creators at every level all the essential tools they need to build out their digital AR vision in the Metaverse. Our platform agnostic tools allow brands, educators, students, manufacturers, creators, and technologists to create immersive, interactive and the most photo-realistic 3D assets and digital environments, compose AR experiences, and publish them omnichannel. With a full suite of end-to-end AR solutions in 3D Commerce, Education, Events, and Industrial Manufacturing, Nextech AR is in a unique position to meet the needs of the world’s biggest brands and all Metaverse contributors.

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SOFTWARE,FUTURE TECH

Kapture CRM appoints Pavit Ponnanna as Head of CX (Customer Experience)

Kapture CRM | September 23, 2022

The Kapture team is pleased to announce that Pavit Ponnanna will be stepping into the position of Head of CX (Customer Experience). With cross-functional experience of 21+ years in customer services, operations management, Pavit's strength is customer experience and brings a deep understanding of the CX landscape. Pavit will play an instrumental role in accelerating CX for Kapture. Commenting on his appointment, Vikas Garg: CTO & Co-founder, Kapture, said," We are delighted to have Pavit Ponnanna join us as our Head of Customer Experience. The last few years have been incredible for us and we have witnessed exponential growth across geographies. Our focus is now to evolve into a more structured organisation that's prepared for the planned growth in the coming years. Having Pavit is going to be a big help in this journey." “I am very excited about joining such a competent and capable team. Kapture has been very successful in combining industrial technology with digital solutions and has become a frontrunner in providing a Customer Support Automation platform that provides businesses across industries with all-in-one customer service software. I am certainly looking forward to developing the company further with a clear industrial ambition to change the future of CX,“ said Pavit Ponnanna. About KaptureCRM Kapture, a Customer Relationship Management (CRM) software firm, was established in 2015, on the simple idea of providing a smarter way for businesses to manage customer relationships through a single automated platform. Simply put, their goal is to organise customer information and make it contextually and instantly accessible to all end users at any given time. Keeping customer experience at the forefront of it all.

Read More

AI TECH,GENERAL AI

PwC Germany and Monitaur Form Strategic Partnership to Advance AI Governance

PwC Germany | September 08, 2022

PwC Germany, the leading auditing and consulting firm in Germany, and Monitaur, an AI governance software company, today announced that they have formed a strategic partnership to advance AI governance to meet the demands of European AI regulatory compliance. Responsible and ethical AI is a cross-functional business challenge. To deliver assurances, organizations need to implement life cycle governance and auditing practices. Unfortunately, the gap between such strategies and day-to-day operations is wide. This partnership will deliver repeatable and scalable life cycle governance and assurances. “Auditing AI will help organizations maximize value from the technology by better understanding and minimizing risks, strengthening internal controls, and ensuring compliance with statutory requirements,” said Bradley Shimmin, chief analyst at Omdia. “Combining PwC’s deep customer expertise and Monitaur’s highly adaptive ML Assurance Platform will serve as a positive accelerant throughout the AI marketplace, helping diverse companies more rapidly and with greater assurance build responsible AI outcomes that engender trust among consumers.” PwC Germany is responding to customer demand for assistance in building trust and assurances across their artificial intelligence projects and priorities. The European Commission drafted the EU AI Act to define a framework addressing the increasing number of risks and challenges in the area of artificial intelligence. The European Commission is not alone in realizing that the need for regulation of AI must be met in a timely manner. Germany, in particular, has established AI regulation standards (AIC4/ IDW PS 861) that require independent audits. The PwC Germany/Monitaur strategic partnership was formed at this time to prioritize and focus on addressing the regulation of artificial intelligence. “Building responsible and trustworthy AI programs is a complex challenge for enterprise companies, “but one that is increasingly becoming a top priority in support of corporate strategies and in response to accelerated regulatory expectations.” Hendrik Reese, partner at PwC Germany Monitaur was founded on the mission to deliver software enablement of governance and assurances as the key driver of trust and confidence in AI. The company is building the software required to operationalize responsible and ethical governance at scale in enterprises and leading technology companies. Monitaur’s platform offers solutions that support a holistic approach across the model life cycle, from governance policy creation, through stakeholder collaboration, to production monitoring and objective audits. “As I think about our ultimate mission of creating greater confidence and trust in AI, it is impossible to achieve such impact without strong partners and a robust ecosystem,” said Monitaur founding CEO Anthony Habayeb. “PwC shares our vision for the positive potential of AI to improve our everyday lives when well governed. We are well aligned to collaborate to help companies go beyond good intentions to deliver responsible, ethical systems that unlock that potential.” Both companies will collaborate to develop education and governance methodologies to create a more responsible, trustworthy and ethical AI future. About Monitaur Monitaur, Inc. is an AI governance software company that goes beyond good intentions. The Monitaur ML Assurance platform is a SaaS suite of integrated products designed for companies using AI to make high-impact decisions. Global organizations use Monitaur to drive policies, collaboration, oversight, monitoring and assurances of responsible and ethical life cycle AI governance. Founded in 2019 by a team of deep domain experts in the areas of corporate innovation, machine learning, assurance, and software development, Monitaur is committed to improving people’s lives by providing confidence and trust in AI. About PwC Germany Our clients face diverse challenges, strive to put new ideas into practice, and seek expert advice. They turn to us for comprehensive support and practical solutions that deliver maximum value. Whether for a global player, a family business or a public institution, we leverage all of our assets: experience, industry knowledge, high standards of quality, commitment to innovation, and the resources of our expert network in 156 countries. Building a trusting and cooperative relationship with our clients is particularly important to us — the better we know and understand our clients’ needs, the more effectively we can support them.

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