Web Design and Development Trends to Watch in 2019

January 4, 2019 | 84 views

Are you planning to launch a new website or give a complete overhaul to your existing site in 2019? The New Year brings with it challenges and opportunities. The key is about changing approach and stay updated with top web design and development trends. It is important to partner with a trusted web application development company to implement web development trends 2019 in order to gain a competitive edge.

Spotlight

Alexander Technology Group

Alexander Technology Group provides a powerful variety of custom IT staffing and recruiting solutions. With an extensive base of loyal clients, unparalleled industry experience and a compelling local network of highly qualified IT professionals, Alexander Technology Group is the ideal partner for job seekers and corporate decision makers. Alexander Technology Group headquarters in Bedford, NH with offices in Portsmouth, NH, Woburn, MA and Boston, MA.

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SOFTWARE

8 Epic App Innovations that Help Your Business Stand Out

Article | August 8, 2022

Contents 1. The Market for Mobile Application Development 2. Innovations in Mobile Application Development 2.1 In-App Paid Features: Android and iOS Development 2.2 Augmented and Virtual Reality 2.3 Beacon Technology 2.4 Al and Ml 2.5 Wearables 2.6 Predictive Analytics 2.7 Blockchain Technology 2.8 On-Demand Applications 3. Long-Term Benefits of Mobile App Development Innovations for Your Small Business: 4. Tying Everything Together Increased use of the internet and smartphones demands better mobile applications be developed. Innovation is the key driving force that can make or break the market regarding mobile app development. A fantastic team of mobile app developers and smart innovation employing the latest technology produce a huge hit app. Let us learn more about how the mobile app development market grows. 1. The Market for Mobile Application Development The mobile application development market is projected to grow at a 13.4% CAGR from 2023 to 2030, with a value of $187.58 billion recorded in 2021. This is due to the increased use of the internet and smartphone platforms, as well as artificial intelligence and machine learning. The app's algorithms learn and understand user interests to deliver refined results that generate better user engagement. As Ericsson and the Radicati Group forecasted, 6.64 billion people own a smartphone today, which is around 83.32% of the world population, and by 2025, 7.33 billion people will own a smartphone. As a result, there is a substantial rise in demand for better smartphone apps, for which creative and innovative mobile application development is the need of the hour. Innovation will give your business a competitive edge it's never had before. It will also open up new ways to grow your business. Discover the top innovations in mobile app development. 2. Innovations in Mobile Application Development Some of the technological breakthroughs in mobile app development will greatly improve the user experience in the future. These focus mainly on the implementation of the latest technological innovations to realize functionality that has never been seen or done before. Let us now delve into their specifics. 2.1 In-App Paid Features: Android and iOS Development While Android has a market share of 70%, iOS has grabbed a market share of around 28% in the mobile operating systems market as of 2022. In-app advertising and in-app purchases generate the major ROI from mobile applications on both mobile operating platforms. A great UI and UX go a long way toward boosting your app and business, and they also help you rank highly in the respective app markets, i.e., the Google Play Store and the App Store. Rolling out constant updates and adhering to the security standards of the marketplace keeps your business app ranking at the top. 2.2 Augmented and Virtual Reality With the AR kit, you can design and make 3D mobile apps for your customers that use virtual reality. AR and VR are constantly changing the business of making mobile apps. You can use these trends to give mobile users really great experiences. A few of the sectors making successful use of these technologies include gaming, e-commerce, retail, interior design, real estate, tourism and travel, education, training, healthcare, manufacturing and construction, advertising and marketing, and entertainment. Your AR and VR mobile apps are more valuable if you can meet your expectations for maximum ROI with a minimum budget. You can do this by making constant improvements to your minimum viable product. 2.3 Beacon Technology The beacon technology uses a smartphone's Bluetooth to identify any store, museum, or other business in the vicinity. As mobile devices get more powerful, IoT and edge sensors will be used more and more. Because of that, beacon technology will change the way we interact with the world. This technology sends notifications to your customer’s phone about your product when the customer passes by, sends content and descriptions about an ongoing event at your location to your customers, and more. Proximity marketing and indoor navigation notifications are the few ways retail is using this technology. With the help of beacon technology, your business can track assets, keep track of contacts, offer access to loyalty programs, gather advanced data, and send mobile tickets. 2.4 Al and ML The versatility and power of innovations in Al and ML keep them relevant. For example, they let you turn pictures into animations that look real. These animations provide real-time analytics and other valuable insights. As an AI learns from its own experience, providing a better customer experience based on the data you feed it helps create intelligent chatbots. Personalized shopping assistance, fraud prevention, task automation, smart content, voice assistants, and autonomous vehicles are a few of the examples where you will see AI implemented. An AI trains itself through machine learning, or ML. ML forecasts future data trends using available historical data. This invaluable addition to your existing apps transforms the way they interact with customers. We are one step closer to a super-personalized experience. 2.5 Wearables Wearables let you make calls, find your way to your destination, measure and analyze your vital signs in real time, and look at your own personal insights. So, app developers and businesspeople should focus on making apps that give people who use wearables a great digital experience. Getting better apps for wearable devices can greatly enhance their functionality and the user experience. From listening to your favorite music to tracking your fitness goals, taking notes, finding a parking spot, and adhering to your health and fitness regimen, a wearable device does it all. If developing your company’s wearable app delivers more value, this technology is not just a game changer but a lifesaver for many. 2.6 Predictive Analytics Predictive analytics is essential to e-commerce. When it comes to making mobile apps, predictive analysis can help improve both the process and the user experience. By putting together information from many developers, it can help predict problems and suggest solutions. Your predictive analytics will be better if you use artificial intelligence (AI), data mining, machine learning, modeling, and statistics. The data that your small and medium-scale businesses have gathered over a period of time becomes one of the most valuable sources of information that helps predict and forecast future market trends. Unexplained market rises and falls will now have an explanation, as will mobile apps that can precisely tell what, when, and where needs to be changed, replaced, or repaired. Using constants and variables that are already known, predictive analytics and data modeling can help make accurate predictions about the future. 2.7 Blockchain Technology The world of blockchain has innumerable possibilities. Applications backed by blockchain technology benefit from end-to-end encryption. This means no one but you can retain data ownership rights. Blockchain technology is used for a lot of important communication and financial transactions because it is safe and private. Blockchain holds promise for better efficiency, productivity, and performance, as well as for elevating the user experience. Blockchain is more secure and reliable, offers better transparency in financial transactions, makes you go password-free using an SSL certificate (Secure Sockets Layer), promotes simplicity, protects your identity, safeguards access to your digital data and information, and helps transmit and receive accurate data with the help of balanced data transfer using several nodes at once. 2.8 On-Demand Applications As lockdowns and quarantines went on for a long time, many delivery apps started to appear. There were apps for taxis, grocery stores, and even medicine delivery. The on-demand model is likely to grow as more service-based companies shift their focus towards on-demand apps. Technology is always changing, and every year, new versions of technology hit the market. That's why we need to keep up with the latest updates and use them to make applications that are both new and full of features. That's a must for a successful launch of a mobile app. Making the software development process easy for the developers reduces the time it takes to develop applications using the software. There are options like rapid application development software, no code, and low-code application development software. These can include mobile app development, SaaS (software as a service), cloud apps, on-premise standalone apps, desktop apps, and web-based apps for many devices, including IoT devices. Using AI to power the application development process speeds up development, testing, and deployment, which helps a lot with scaling from small to medium to large and beyond. 3. Long-Term Benefits of Mobile App Innovations for Your Small Business: Creating a winning product doesn’t have to be a long process. Improvements on the product offered by competitors and finding competitor product shortcomings, along with using innovative technologies, help add value to your mobile app as a product. Mobile app development innovations help in many ways, such as: Improve your brand's relationship with your customers Offer 24/7 access to your business Get excellent customer insights Efficiently market your product online Save on additional marketing costs Boost employee efficiency by increasing engagement Improve communication shreds down the busy work and Streamline the data Generate a new revenue stream from ads targeted at in-app purchases. As a result, you meet customer expectations efficiently, allowing you to expand your business and attract potential customers. Your customers and potential customers are always looking for something new and exciting to experience and adopt. Sooner or later, they make habits of seeing something, and then they start thinking of that mobile app as a standard benchmark to look up to. Talking about the scalability of a mobile application, there is a lot of scope to improve using innovative technologies, and all minor to major updates take you from where you are to where you want to be. Finding the right mix of technologies will help your business grow and expand. 4. Tying Everything Together Business growth for small-scale businesses starts with new inputs and strategic technological investments in mobile app development. Although they sound promising, striking the right balance to implement innovative technologies relies heavily on rigorous predictive analysis. Tools and technologies help meet customer expectations at scale and grow the business beyond imagination with the power of innovation.

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AI TECH

Empowering Industry 4.0 with Artificial Intelligence

Article | July 20, 2022

The next step in industrial technology is about robotics, computers and equipment becoming connected to the Internet of Things (IoT) and enhanced by machine learning algorithms. Industry 4.0 has the potential to be a powerful driver of economic growth, predicted to add between $500 billion- $1.5 trillion in value to the global economy between 2018 and 2022, according to a report by Capgemini.

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SOFTWARE

How Artificial Intelligence Is Transforming Businesses

Article | August 2, 2022

Whilst there are many people that associate AI with sci-fi novels and films, its reputation as an antagonist to fictional dystopic worlds is now becoming a thing of the past, as the technology becomes more and more integrated into our everyday lives. AI technologies have become increasingly more present in our daily lives, not just with Alexa’s in the home, but also throughout businesses everywhere, disrupting a variety of different industries with often tremendous results. The technology has helped to streamline even the most mundane of tasks whilst having a breath-taking impact on a company’s efficiency and productivity

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The advances of AI in healthcare

Article | February 11, 2020

With the Government investing £250 million into the project, the Lab will consider how to use AI for the benefit of patients – whether this be the deployment of existing AI methods, the development of new technologies or the testing of their safety. Amongst other things, the initiative will aim to deliver earlier diagnoses of cancer. It is estimated that in excess of 50,000 extra patients could see their cancer being detected at an early stage, thus boosting survival rates. More specifically, a study has shown that AI is quicker in identifying brain tumour tissue than a pathologist.This would have a positive knock-on effect in other areas, such as enabling money to be saved (that otherwise would have been spent on further treatment) and reducing the workload of staff (at a time when there is a crisis in NHS workforce numbers).

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Spotlight

Alexander Technology Group

Alexander Technology Group provides a powerful variety of custom IT staffing and recruiting solutions. With an extensive base of loyal clients, unparalleled industry experience and a compelling local network of highly qualified IT professionals, Alexander Technology Group is the ideal partner for job seekers and corporate decision makers. Alexander Technology Group headquarters in Bedford, NH with offices in Portsmouth, NH, Woburn, MA and Boston, MA.

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AI TECH,GENERAL AI

Aimpoint Digital Partners With Snorkel AI to Accelerate AI Development

Aimpoint Digital | December 12, 2022

Aimpoint Digital, an industry-leading team of data scientists, data engineers, analytics consultants, and industry experts dedicated to accelerating the strategic vision of its clients through data and analytics, announced today a partnership with Snorkel AI, a data-centric AI platform company that equips data scientists and developers to label data programmatically and harness the power of foundation models to build highly accurate and adaptable AI applications. Snorkel AI empowers Fortune 500 enterprises, government agencies, and other AI innovators to solve their most impactful business problems with a transformative approach to data-centric AI. The company's flagship AI development platform Snorkel Flow is powered by state-of-the-art techniques in programmatic data labeling and weak supervision. Snorkel AI's unique approach enables data science and machine learning teams to overcome manual labeling bottlenecks and accelerate AI application development 10-100x. The collaboration between Aimpoint Digital's professional services and Snorkel AI will break new ground for the development of new enterprise AI applications. According to Gartner, "Data challenges of accessibility, volume, and quality are the top three barriers to AI implementation." Snorkel AI's programmatic labeling capabilities and data-centric workflows will now allow Aimpoint Digital clients to solve complex NLP problems that range from extracting chronic disease data from clinical trials to analyzing the root cause of insurance claims to assessing customer intent and sentiment in conversational data. "Aimpoint Digital's dedication to reshaping organizations with data is an ideal fit with our data-centric approach to AI. "The combination of Snorkel AI's data-centric AI approach with Aimpoint's deep industry expertise and robust services capabilities will empower our joint customers to realize value from AI in new and innovative ways. Together, we can help more organizations across the globe capitalize on programmatic labeling, foundation models, and other paradigm shifts in machine learning to solve their most impactful problems and ultimately realize the potential of AI at scale." Alex Ratner, co-founder and CEO, Snorkel AI "We are excited to partner with Snorkel AI to expand our capabilities to drive innovation utilizing the latest technologies in AI and ML for our clients. This expansion marks a natural progression in Aimpoint Digital's evolution as an industry leader dedicated to helping organizations make intelligent, value-based business decisions," said Ben Yopp, Managing Partner of Aimpoint Digital. "Snorkel AI has been at the forefront of data-centric AI, which is critical to improving the quality of AI applications and the speed at which enterprises can build them. The entire team at Aimpoint Digital is looking forward to working in tandem with a company that is committed to a future driven by the goal of creating amazing customer experiences." About Aimpoint Digital Aimpoint Digital is an analytics firm at the forefront of solving the most complex business and economic challenges through the usage of data and analytical technology. From the integration of self-service analytics to implementing AI at scale and modernizing data infrastructure environments, they operate across transformative domains to improve the performance of organizations. About Snorkel AI Founded by a team spun out of the Stanford AI Lab, Snorkel AI makes AI application development fast and practical by unlocking the power of machine learning without the bottleneck of manually-labeled training data. Snorkel Flow is the first data-centric AI platform powered by programmatic labeling. Backed by Addition, Greylock, GV, In-Q-Tel, Lightspeed Venture Partners and funds and accounts managed by BlackRock, the company is based in Palo Alto.

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AI TECH,SOFTWARE,MACHINE LEARNING

Edge Impulse to Lower Barrier to Machine Learning Application Development Through Software Integration Collaboration with Renesas

Edge Impulse | November 29, 2022

Edge Impulse, the foremost development platform for ML on edge devices, today announced a joint initiative to advance professional machine learning implementation by bringing Renesas' DRP-AI Translator software directly into Edge Impulse Studio. Edge Impulse Studio allows developers to quickly and easily create and optimize solutions with real-world data. The company's platform streamlines the entire process of collecting and structuring datasets, designing ML algorithms with ready-made building blocks, validating the models with real-time data, and deploying the fully optimized production-ready result to an edge target. The DRP-AI is Renesas' low-power, proprietary AI accelerator. The integration of DRP-AI Translator software into Edge Impulse Studio will now allow users to access its features inside the Studio environment, rather than needing to run it externally. Out-of-the-box hardware support for the integration is currently available for Renesas' new RZ/V2L Evaluation Board Kit, which offers high-precision AI inference capabilities combined with top-class power efficiency. Powered by DRP-AI and dual 1.2GHz Arm® Cortex®-A55, RZ/V2L is ideal for exploring industrial monitoring and visibility solutions. "A sound technology strategy involves coupling reliable hardware with intelligent software. "I am thrilled to connect with Renesas in making our machine learning software tools even more capable by allowing users to directly access the features that make Renesas' hardware world-class." Zach Shelby, CEO and co-founder of Edge Impulse "Edge Impulse offers our customers a state-of-the-art cloud environment that works seamlessly with Renesas' RZ/V2L MPUs," said Shigeki Kato, Vice President of Renesas' Enterprise Infrastructure Business Division. "Using the integrated development environment, engineers can easily build full-scale AI Machine Learning solutions for a wide range of applications including industrial monitoring systems, smart buildings, smart cities and other vision-based inspection systems." About Edge Impulse Edge Impulse is the leading machine learning platform, enabling all enterprises to build smarter edge products. Their technology empowers developers to bring more ML products to market faster and helps enterprise teams rapidly develop industry-specific solutions in weeks instead of years. The Edge Impulse platform provides powerful automation and low-code capabilities to make it easier to build valuable datasets and develop advanced ML with streaming data. With over 40,000 developers, and partnerships with the top silicon vendors, Edge Impulse offers a seamless integration experience to validate and deploy with confidence across the largest hardware ecosystem.

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AI TECH,AI APPLICATIONS,SOFTWARE

OutSystems Introduces AI Mentor System to Accelerate Developer Productivity, Dramatically Improve Code Quality, and Crush Technical Debt

OutSystems | November 16, 2022

OutSystems, a global leader in high-performance application development, today announced at its NextStep 2022 Software Innovation Conference, the new OutSystems AI Mentor System. This enhanced solution gives a comprehensive set of AI-based development, security, and quality analysis tools that provide expert-level assistance across the most critical areas of the software development lifecycle. With AI Mentor System, IT teams can more easily optimize their architecture for performance, identify and fix security-related coding errors, and minimize technical debt and wasted development time. For more than four years, OutSystems has been infusing AI across the platform and the entire software development lifecycle to help developers, tech leads, and architects create software much faster and with enterprise-grade quality. OutSystems AI Mentor System aids developers at every development step, providing intuitive, in-the-moment help when they need it. The AI Mentor System also automates repetitive tasks, eliminates tedious work, and validates applications before they go into production to ensure they are built and maintained to the highest possible quality standards. Each of the AI Mentors serve as developers’ assistants, improving the development process for dramatic efficiency. "The traditional software development approach needs to change and our advanced AI literally shaves weeks and months off of the development process, while increasing the quality and security of every app," said Gonçalo Gaiolas, OutSystems Chief Product Officer. “AI Mentor System is like having a team of experts enhancing and extending the collective expertise of your team. OutSystems is catching potential issues and serving up solutions for the dev team, so they can focus on creating awesome solutions. This System is a prime example of high-performance low-code, with the agility of a visual programming language and a powerful AI engine, supporting faster and more accurate development at every stage.” AI Mentor System Capabilities The OutSystems AI Mentor System is an evolution of the previous Architecture Dashboard within the OutSystems Platform, offering more robust capabilities and integrating new patent-pending AI technology. The solution includes the following Mentors: Code Mentor – Breakthrough AI-assisted development predicts what to do next, suggests the best option, and adds it to a developer’s code, fully configured and adapted to the business logic and context. Additionally, Code Mentor enables developers to use natural language to describe complex data required for an application and the built-in AI will automatically generate the proper SQL query, saving developers an enormous amount of time. Architecture Mentor – An AI-based enterprise architect that reviews code to ensure it meets critical architectural standards. Security Mentor – An AI-based security lead that reviews code to identify code vulnerabilities introduced during the development process. Performance Mentor – An AI-based performance expert that reviews code to identify possible performance bottlenecks and ensure that apps consistently perform at peak efficiency. Maintainability Mentor – An AI-based portfolio analyst that scans the company’s entire application portfolio looking for opportunities to reduce technical debt. The Maintainability Mentor is like having an AI-based development manager reviewing application code to root out duplicated code and suggesting opportunities to refactor applications. “The biggest value (from AI Mentor System) is that it provides a top down analysis of our code base, identifying areas in the architecture where best practices need to be applied,” said Scott Finkle, Vice President at McConkey Auction Group. “We schedule a dashboard review every week to see the results so we can address the issues identified. As a result, our code base is kept clean and is much easier for developers–especially new–to understand and work with. The categories are helpful for informing us of the areas we need internal training and where we have business and other risks. It is a significant asset to our developers as well as the business.” Additional OutSystems Platform Updates OutSystems released a series of additional enhancements that bring added power and flexibility to the platform: Static Application Security Testing (SAST) – With the platform’s new SAST API, customers can automate security testing of application source code with third-party tools such as SonarQube, Veracode. OutSystems is the only leading low-code platform that supports SAST, an essential step in building strategic enterprise applications. Customers can join the OutSystems Early Access Program (EAP) to access these new features. OpenID Authentication for Platform Users – The OutSystems Platform has long supported third-party Identity Providers (IdPs), such as Okta or Azure Active Directory, for application users. Customers can now use their corporate-standard IdP – using the OpenID Connect standard – to authenticate platform users as well. Customers can leverage their existing IdP investments and implement sophisticated governance strategies for large-scale enterprise development teams. Expanding Enterprise Observability – While the OutSystems Platform includes sophisticated, built-in tools for application monitoring, customers increasingly want to standardize on a single tool for all of their monitoring and observability requirements. This new capability moves application logs to a specialized logging subsystem and exposes these logs through the OpenTelemetry API. Customers will see new levels of performance for sophisticated monitoring regimens and out-of-the-box support for third-party monitoring tools such as Datadog, New Relic, and Dynatrace. Customers can join the OutSystems EAP to access these new features. Integration Builder support for MongoDB – OutSystems Integration Builder dramatically accelerates developers’ ability to connect apps to data sources through secure and scalable integrations. Until now, Integration Builders supported 13 common data sources such as SAP, Salesforce, Azure SQL, MySQL, and PostgreSQL – and now supports MongoDB. This is an important addition for customers that want to accelerate the development of applications that take advantage of NoSQL-based data. With Integration Builder, customers use wizard-style configuration to configure their MongoDB integrations without having to write a single line of code. Those integrations are scalable and secure and can be reused throughout a customer’s app portfolio. Developers can experience these new features and access OutSystems with a free trial version and experience these capabilities by visiting the OutSystems page. See the OutSystems Platform at NextStep 2022 OutSystems is presenting the enhanced OutSystems Platform at the company’s NextStep online event November 15-17. Join OutSystems, its customers and partners for a look at high-performance low-code in action with companies around the world. Watch the event live or on-demand. About OutSystems OutSystems was founded in 2001 with the mission to give every organization the power to innovate through software. The OutSystems high-performance low-code platform gives technology leaders and developers the tools to rapidly build and deploy their own business-critical applications. The company’s network spans more than 600,000 community members, 400+ partners, and active customers in 87 countries across 22 industries. OutSystems is “The #1 Low-Code Platform®” and a recognized leader by analysts, IT executives, business leaders, and developers around the world. Some of the most well-known brands use OutSystems to turn their big ideas into software that moves their business, people, and the world forward.

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AI TECH,GENERAL AI

Aimpoint Digital Partners With Snorkel AI to Accelerate AI Development

Aimpoint Digital | December 12, 2022

Aimpoint Digital, an industry-leading team of data scientists, data engineers, analytics consultants, and industry experts dedicated to accelerating the strategic vision of its clients through data and analytics, announced today a partnership with Snorkel AI, a data-centric AI platform company that equips data scientists and developers to label data programmatically and harness the power of foundation models to build highly accurate and adaptable AI applications. Snorkel AI empowers Fortune 500 enterprises, government agencies, and other AI innovators to solve their most impactful business problems with a transformative approach to data-centric AI. The company's flagship AI development platform Snorkel Flow is powered by state-of-the-art techniques in programmatic data labeling and weak supervision. Snorkel AI's unique approach enables data science and machine learning teams to overcome manual labeling bottlenecks and accelerate AI application development 10-100x. The collaboration between Aimpoint Digital's professional services and Snorkel AI will break new ground for the development of new enterprise AI applications. According to Gartner, "Data challenges of accessibility, volume, and quality are the top three barriers to AI implementation." Snorkel AI's programmatic labeling capabilities and data-centric workflows will now allow Aimpoint Digital clients to solve complex NLP problems that range from extracting chronic disease data from clinical trials to analyzing the root cause of insurance claims to assessing customer intent and sentiment in conversational data. "Aimpoint Digital's dedication to reshaping organizations with data is an ideal fit with our data-centric approach to AI. "The combination of Snorkel AI's data-centric AI approach with Aimpoint's deep industry expertise and robust services capabilities will empower our joint customers to realize value from AI in new and innovative ways. Together, we can help more organizations across the globe capitalize on programmatic labeling, foundation models, and other paradigm shifts in machine learning to solve their most impactful problems and ultimately realize the potential of AI at scale." Alex Ratner, co-founder and CEO, Snorkel AI "We are excited to partner with Snorkel AI to expand our capabilities to drive innovation utilizing the latest technologies in AI and ML for our clients. This expansion marks a natural progression in Aimpoint Digital's evolution as an industry leader dedicated to helping organizations make intelligent, value-based business decisions," said Ben Yopp, Managing Partner of Aimpoint Digital. "Snorkel AI has been at the forefront of data-centric AI, which is critical to improving the quality of AI applications and the speed at which enterprises can build them. The entire team at Aimpoint Digital is looking forward to working in tandem with a company that is committed to a future driven by the goal of creating amazing customer experiences." About Aimpoint Digital Aimpoint Digital is an analytics firm at the forefront of solving the most complex business and economic challenges through the usage of data and analytical technology. From the integration of self-service analytics to implementing AI at scale and modernizing data infrastructure environments, they operate across transformative domains to improve the performance of organizations. About Snorkel AI Founded by a team spun out of the Stanford AI Lab, Snorkel AI makes AI application development fast and practical by unlocking the power of machine learning without the bottleneck of manually-labeled training data. Snorkel Flow is the first data-centric AI platform powered by programmatic labeling. Backed by Addition, Greylock, GV, In-Q-Tel, Lightspeed Venture Partners and funds and accounts managed by BlackRock, the company is based in Palo Alto.

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AI TECH,SOFTWARE,MACHINE LEARNING

Edge Impulse to Lower Barrier to Machine Learning Application Development Through Software Integration Collaboration with Renesas

Edge Impulse | November 29, 2022

Edge Impulse, the foremost development platform for ML on edge devices, today announced a joint initiative to advance professional machine learning implementation by bringing Renesas' DRP-AI Translator software directly into Edge Impulse Studio. Edge Impulse Studio allows developers to quickly and easily create and optimize solutions with real-world data. The company's platform streamlines the entire process of collecting and structuring datasets, designing ML algorithms with ready-made building blocks, validating the models with real-time data, and deploying the fully optimized production-ready result to an edge target. The DRP-AI is Renesas' low-power, proprietary AI accelerator. The integration of DRP-AI Translator software into Edge Impulse Studio will now allow users to access its features inside the Studio environment, rather than needing to run it externally. Out-of-the-box hardware support for the integration is currently available for Renesas' new RZ/V2L Evaluation Board Kit, which offers high-precision AI inference capabilities combined with top-class power efficiency. Powered by DRP-AI and dual 1.2GHz Arm® Cortex®-A55, RZ/V2L is ideal for exploring industrial monitoring and visibility solutions. "A sound technology strategy involves coupling reliable hardware with intelligent software. "I am thrilled to connect with Renesas in making our machine learning software tools even more capable by allowing users to directly access the features that make Renesas' hardware world-class." Zach Shelby, CEO and co-founder of Edge Impulse "Edge Impulse offers our customers a state-of-the-art cloud environment that works seamlessly with Renesas' RZ/V2L MPUs," said Shigeki Kato, Vice President of Renesas' Enterprise Infrastructure Business Division. "Using the integrated development environment, engineers can easily build full-scale AI Machine Learning solutions for a wide range of applications including industrial monitoring systems, smart buildings, smart cities and other vision-based inspection systems." About Edge Impulse Edge Impulse is the leading machine learning platform, enabling all enterprises to build smarter edge products. Their technology empowers developers to bring more ML products to market faster and helps enterprise teams rapidly develop industry-specific solutions in weeks instead of years. The Edge Impulse platform provides powerful automation and low-code capabilities to make it easier to build valuable datasets and develop advanced ML with streaming data. With over 40,000 developers, and partnerships with the top silicon vendors, Edge Impulse offers a seamless integration experience to validate and deploy with confidence across the largest hardware ecosystem.

Read More

AI TECH,AI APPLICATIONS,SOFTWARE

OutSystems Introduces AI Mentor System to Accelerate Developer Productivity, Dramatically Improve Code Quality, and Crush Technical Debt

OutSystems | November 16, 2022

OutSystems, a global leader in high-performance application development, today announced at its NextStep 2022 Software Innovation Conference, the new OutSystems AI Mentor System. This enhanced solution gives a comprehensive set of AI-based development, security, and quality analysis tools that provide expert-level assistance across the most critical areas of the software development lifecycle. With AI Mentor System, IT teams can more easily optimize their architecture for performance, identify and fix security-related coding errors, and minimize technical debt and wasted development time. For more than four years, OutSystems has been infusing AI across the platform and the entire software development lifecycle to help developers, tech leads, and architects create software much faster and with enterprise-grade quality. OutSystems AI Mentor System aids developers at every development step, providing intuitive, in-the-moment help when they need it. The AI Mentor System also automates repetitive tasks, eliminates tedious work, and validates applications before they go into production to ensure they are built and maintained to the highest possible quality standards. Each of the AI Mentors serve as developers’ assistants, improving the development process for dramatic efficiency. "The traditional software development approach needs to change and our advanced AI literally shaves weeks and months off of the development process, while increasing the quality and security of every app," said Gonçalo Gaiolas, OutSystems Chief Product Officer. “AI Mentor System is like having a team of experts enhancing and extending the collective expertise of your team. OutSystems is catching potential issues and serving up solutions for the dev team, so they can focus on creating awesome solutions. This System is a prime example of high-performance low-code, with the agility of a visual programming language and a powerful AI engine, supporting faster and more accurate development at every stage.” AI Mentor System Capabilities The OutSystems AI Mentor System is an evolution of the previous Architecture Dashboard within the OutSystems Platform, offering more robust capabilities and integrating new patent-pending AI technology. The solution includes the following Mentors: Code Mentor – Breakthrough AI-assisted development predicts what to do next, suggests the best option, and adds it to a developer’s code, fully configured and adapted to the business logic and context. Additionally, Code Mentor enables developers to use natural language to describe complex data required for an application and the built-in AI will automatically generate the proper SQL query, saving developers an enormous amount of time. Architecture Mentor – An AI-based enterprise architect that reviews code to ensure it meets critical architectural standards. Security Mentor – An AI-based security lead that reviews code to identify code vulnerabilities introduced during the development process. Performance Mentor – An AI-based performance expert that reviews code to identify possible performance bottlenecks and ensure that apps consistently perform at peak efficiency. Maintainability Mentor – An AI-based portfolio analyst that scans the company’s entire application portfolio looking for opportunities to reduce technical debt. The Maintainability Mentor is like having an AI-based development manager reviewing application code to root out duplicated code and suggesting opportunities to refactor applications. “The biggest value (from AI Mentor System) is that it provides a top down analysis of our code base, identifying areas in the architecture where best practices need to be applied,” said Scott Finkle, Vice President at McConkey Auction Group. “We schedule a dashboard review every week to see the results so we can address the issues identified. As a result, our code base is kept clean and is much easier for developers–especially new–to understand and work with. The categories are helpful for informing us of the areas we need internal training and where we have business and other risks. It is a significant asset to our developers as well as the business.” Additional OutSystems Platform Updates OutSystems released a series of additional enhancements that bring added power and flexibility to the platform: Static Application Security Testing (SAST) – With the platform’s new SAST API, customers can automate security testing of application source code with third-party tools such as SonarQube, Veracode. OutSystems is the only leading low-code platform that supports SAST, an essential step in building strategic enterprise applications. Customers can join the OutSystems Early Access Program (EAP) to access these new features. OpenID Authentication for Platform Users – The OutSystems Platform has long supported third-party Identity Providers (IdPs), such as Okta or Azure Active Directory, for application users. Customers can now use their corporate-standard IdP – using the OpenID Connect standard – to authenticate platform users as well. Customers can leverage their existing IdP investments and implement sophisticated governance strategies for large-scale enterprise development teams. Expanding Enterprise Observability – While the OutSystems Platform includes sophisticated, built-in tools for application monitoring, customers increasingly want to standardize on a single tool for all of their monitoring and observability requirements. This new capability moves application logs to a specialized logging subsystem and exposes these logs through the OpenTelemetry API. Customers will see new levels of performance for sophisticated monitoring regimens and out-of-the-box support for third-party monitoring tools such as Datadog, New Relic, and Dynatrace. Customers can join the OutSystems EAP to access these new features. Integration Builder support for MongoDB – OutSystems Integration Builder dramatically accelerates developers’ ability to connect apps to data sources through secure and scalable integrations. Until now, Integration Builders supported 13 common data sources such as SAP, Salesforce, Azure SQL, MySQL, and PostgreSQL – and now supports MongoDB. This is an important addition for customers that want to accelerate the development of applications that take advantage of NoSQL-based data. With Integration Builder, customers use wizard-style configuration to configure their MongoDB integrations without having to write a single line of code. Those integrations are scalable and secure and can be reused throughout a customer’s app portfolio. Developers can experience these new features and access OutSystems with a free trial version and experience these capabilities by visiting the OutSystems page. See the OutSystems Platform at NextStep 2022 OutSystems is presenting the enhanced OutSystems Platform at the company’s NextStep online event November 15-17. Join OutSystems, its customers and partners for a look at high-performance low-code in action with companies around the world. Watch the event live or on-demand. About OutSystems OutSystems was founded in 2001 with the mission to give every organization the power to innovate through software. The OutSystems high-performance low-code platform gives technology leaders and developers the tools to rapidly build and deploy their own business-critical applications. The company’s network spans more than 600,000 community members, 400+ partners, and active customers in 87 countries across 22 industries. OutSystems is “The #1 Low-Code Platform®” and a recognized leader by analysts, IT executives, business leaders, and developers around the world. Some of the most well-known brands use OutSystems to turn their big ideas into software that moves their business, people, and the world forward.

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