TOP 5 REAL-LIFE MACHINE LEARNING EXAMPLES

EVAN SAKRISON | May 7, 2020 | 333 views

Machine learning is a subset of artificial intelligence that can be found almost anywhere. Believe it or not, even coffee roasters are beginning to employ machine learning algorithms to better understand when coffee lovers will crave their next cup of joe. The ability to innovate is one of the most highly prized qualities in today’s tech-driven world, which has led to a stunning range of machine learning applications across multiple industries. Here are the top five real-world examples.

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Top 10 Most Valuable Application Development Books in 2023

Article | July 3, 2023

Level up with our 2023 selection of the 10 most valuable application development books. Hone your programming skills, boost problem-solving, and seize the chance to excel in software app development. For a successful career as a software app developer, continuous learning is crucial due to rapidly evolving technology. These top 10 books in application development make an indelible mark in 2023, offering cutting-edge insights and strategies. Discover enlightening app development insights at all proficiency levels and interests with the best app development books. From foundational principles to emerging application development trends, these books shape exceptional applications with knowledge. Whether a seasoned developer refining skills or an aspiring enthusiast, these invaluable gems empower you with essential application development tools and industry know-how for success. Master programming languages, cutting-edge frameworks, and UX/UI design secrets with the help of these books about application development. Explore our meticulously curated list of the top 10 app development books in 2023 to elevate your prowess and pursue excellence in the app development world. 1. Android Application Development All-in-One For Dummies Authors: Barry Burd and John Paul Mueller The dominance of Android in the mobile and TV markets is undeniable, providing developers with a vast platform to reach millions of users and generate significant revenues with their diverse app ideas. The third edition of Android Application Development All-in-One, authored by Barry Burd and John Paul Mueller, serves as a comprehensive guide for individuals at all skill levels interested in learning Android programming and regarded as one of the best mobile application development books on the shelf. This Android app development book covers various aspects of development, including mobile, TV, native code, watch, car, Android wear, and other devices, making it a resourceful book for both advanced software developers and is one of the most helpful mobile application development books for beginners. 2. Cross-Platform Mobile Application Development Author: John R. Carlson This application development book written by John R. Carlson Ph.D. offers a relatively more engaging approach than other application development books covering the Lua scripting language and Solar2D (formerly the CoronaSDK) as a foundation. It covers fundamental concepts and techniques across 14 hands-on chapters with over 100 sample apps. For those aspiring to create and sell their app but unsure where to start, this book can be the first step on their journey. ‘Cross-Platform Mobile Application Development: A Beginner's Guide Using Solar2D’ is one of the best app development books catering to scripters who prefer a GUI-based development environment through the bundled Drawn2Code IDE. This prototype IDE automates much of the writing process, allowing users to focus on app design which makes this one of the highly referred application design books. Professor Carlson's fun, step-by-step approach has successfully taught over a thousand students to code and create mobile apps, emphasizing the learning of scripting fundamentals while building cross-platform games and utility apps with Solar2D's rich feature-set. 3. Effortless Cloud-Native App Development Using Skaffold Author: Ashish Choudhary Kubernetes is the standard for container orchestration, streamlining cloud-native app deployment and management. While it simplifies support work, developers may need enhanced tools for productivity. Introducing Skaffold – a command-line tool automating build, push, and deploy steps for Kubernetes apps. ‘Effortless Cloud-Native App Development Using Skaffold: Simplify the development and deployment of cloud-native Spring Boot applications on Kubernetes with Skaffold 1st Edition’ by Ashish Choudhary offers a practical guide to resolving development loop problems with Skaffold. The book has three parts: common developer challenges with Kubernetes, Skaffold features and architecture, and practical Spring Boot app deployment on Google Cloud Platform (GCP) using Skaffold. It also covers creating CI/CD pipelines for cloud-native apps. By the end, readers gain skills to accelerate app development with Skaffold. 4. Enterprise Application Development with C# 10 and .NET 6 Authors: Ravindra Akella, Arun Kumar Tamirisa, Suneel Kumar Kunani and Bhupesh Guptha Muthiyalu ‘Enterprise Application Development with C# 10 and .NET 6: Become a professional .NET developer by learning expert techniques for building scalable applications, 2nd Edition 2nd ed. Edition’ is a comprehensive guide simplifying the process of building production-ready enterprise apps. It is one of the most highly acclaimed books on enterprise application development providing an end-to-end road map using the latest features of .NET Core 6 and C# 10. Throughout this web application development book, readers create an enterprise app, adding key components in each chapter for testing and deployment. Concepts covered include advanced data structures, Entity Framework Core, parallel programming, and dependency injection. Also, various authentication and authorization schemes in .NET Core are explored. It is one of the books on enterprise application development that suits both advanced software developers and beginners, catering to developers, architects, or senior programmers leveraging .NET 6 and C# language for essential skills. 5. Hands-On Unity Application Development Author: Puneet Singh Rawat ‘Hands-On Unity Application Development: Unlock the power of Unity3D for non-gaming applications (English Edition) 1st Edition’ by Puneet Singh Rawat is a comprehensive guide for a successful career in the emerging AR and AI technology. It is one of the ideal mobile application development books for beginners and experienced Unity developers, facilitating cutting-edge AR and AI applications. Authored by an experienced IT expert, the book offers practical advice on exploring opportunities within the field. It covers Unity fundamentals, 360 mobile experiences, object tracking with photogrammetry, and merging physical and digital elements. AR Foundation is discussed for captivating interactive experiences. AI technologies like OpenAI and Google Vision AI are seamlessly integrated into Unity projects for enhanced interactivity and intelligence. Networking Unity applications enables communication and collaboration between devices. The book also explores creating immersive applications spanning multiple screens. Emphasizing practical application, it provides numerous examples to apply Unity skills in real-world projects. By the end, readers will proficiently develop groundbreaking AR and AI applications. 6. iOS 16 Programming for Beginners Authors: Ahmad Sahar and Craig Clayton With almost 2 million apps on the App Store, iOS mobile apps continue to be immensely popular, resulting in increased demand for competent iOS developers. The book ‘iOS 16 Programming for Beginners: Kickstart your iOS app development journey with a hands-on guide to Swift 5.7 and Xcode 14, 7th Edition’ is one of the best mobile application development books for iOS developers and provides a comprehensive introduction to iOS. It covers learning Swift, app creation, and App Store publication, following a practical approach with step-by-step tutorials, real-life examples, and easy-to-understand explanations. Throughout this iOS app development book, readers will master Swift for building and publishing iOS apps, exploring features like Mac Catalyst, SwiftUI, Lock Screen widgets, WeatherKit, and more. Upon completion, readers will possess the knowledge and skills to develop engaging apps and discover valuable online resources to enhance their development journey. The book is suitable for individuals experienced in programming, new to Swift and iOS app development, with a basic understanding of concepts like loops and data types. 7. Learning Web App Development Author: Semmy Purewal Learn web application development fundamentals through a simple database-backed app using HTML, JavaScript, and open source tools. This practical guide, ‘Learning Web App Development: Build Quickly with Proven JavaScript Techniques 1st Edition’ teaches web app developers to create a user interface, write a server, establish client-server communication, and deploy the app with a cloud-based service. It is one of the top books about web application development written by Semmy Purewal and published by O'Reilly Media, Inc. in 2014. It's a valuable resource for college-level courses, offering a solid grounding in web app development processes. Each chapter in this web app development book includes practice problems, examples, and mental models of the development workflow. This web application development book covers setting up a workflow with a text editor, version control system, and web browser; structuring a user interface with HTML and applying styles with CSS; using JQuery and JavaScript for interactivity; establishing client-server connection with AJAX, JavaScript objects, and JSON; learning server-side programming with Node.js; storing data outside the app with Redis and MongoDB; sharing the app by uploading it to the cloud with CloudFoundry; and obtaining basic tips for writing maintainable code on both client and server. It acts as a primary reference work among many books about web application development. 8. Scale Development: Theory and Applications Authors: Robert F. DeVellis and Carolyn T. Thorpe ‘Scale Development: Theory and Applications (Applied Social Research Methods) Fifth Edition’ by Robert F. DeVellis and Carolyn T. Thorpe offers a demystified approach to measurement, focusing on a logical understanding of concepts rather than strict mathematics. The Fifth Edition features a new chapter that clarifies the distinctions between indices and scales, explores various types of indices, suggests approaches for their development, and examines validity and reliability issues. All chapters have been updated to encompass recent developments in measurement while maintaining an accessible and user-friendly format. Published by SAGE Publications Inc., this book serves as a valuable resource for individuals seeking to enhance their knowledge in measurement techniques and applications. 9. Simplifying Application Development with Kotlin Multiplatform Mobile Author: Róbert Nagy Developers gain a competitive edge by sharing code between platforms. Kotlin Multiplatform Mobile (KMM) facilitates code sharing for Android and iOS native development. The book explores KMM's approach, distinguishing it from React Native, Flutter, and C++. It guides readers on core concepts, UI sharing, and effective SDK usage for native app development. Expert tips and best practices aid project and career growth. Titled ‘Simplifying Application Development with Kotlin Multiplatform Mobile: Write robust native applications for iOS and Android efficiently,’ the book by Róbert Nagy was published by Packt, helps build Android and iOS apps while sharing business logic. It covers exciting features, familiarizing developers with KMM, its inner workings, and Kotlin in the context of Swift. Readers learn to share code efficiently, use KMM tips, and integrate it into existing or new apps. Targeting native Android and iOS developers, prior knowledge of the framework and languages (Java/Kotlin for Android, Objective-C/Swift for iOS) is necessary. For Swift developers, Kotlin will be covered. 10. Theories of Development: Concepts and Applications Author: William Crain The 6th edition of ‘Theories of Development: Concepts and Applications’ was published by Routledge in 2010. It examines twenty-four theorists and their perspectives on human development. It focuses on developmental tradition from Rousseau to environmental and learning theories. It is one of the top application development books providing valuable insights for advanced software developers and beginners alike. It offers a comprehensive overview of diverse developmental theories, promoting a deeper understanding of human growth and learning. This knowledge can be applied to personal development and fostering better collaboration with others. Wrapping Up Mastering app development in 2023 and beyond requires a commitment to adaptability, continuous learning, and a deep understanding of emerging technologies. The insights gleaned from this list of application development books and software development books serve as a solid foundation for developers to navigate the ever-evolving field and make their mark efficiently. By combining the wisdom of these resources with a passion for innovation and user experience, developers can shape the future of application development and drive the technological advancements of tomorrow.

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AI Tech

Top 10 IoT Application Development Trends to Watch in 2023

Article | September 8, 2023

Explore the top IoT app development trends of 2023 for sustainable business growth. Keep up with the latest technological advancements in the IoT development space to drive long-term market growth. Table of Contents IoT Application Development for Business Growth Comprehensive List of IoT Application Development Trends 1. Digital Twins 2. AI and IoT 3. Novel Sensor Technology 4. 5G Automotive Services 5. Innovation at the Chip Level for IoT Devices 6. Healthcare and IoT 7. IoT Security 8. New Interfaces and Experiences for Users 9. 5G for 24X7 Connectivity 10. The Power of Edge Computing Final Say on the Future of Internet of Things App Development Keeping up with the new things in technology, including the new IoT technology and IoT innovations, has become crucial and hence businesses are looking out for the top IoT application development trends to optimize their development workflows. Data is an important application development tool when it comes to creating a refined user experience, and IoT sensors and IoT-enabled applications developed correctly can help create meaningful data. This data helps businesses streamline their operations and consumers improve their quality of life. Likewise, to effectively manage and control IoT devices and smart ecosystems, developing IoT applications is a must. Mobile IoT applications come in handy to perform a wide range of functions efficiently on the go. A good IoT development platform will not only reduce development time but also help get product into the hands of customers early. This helps reduce both direct and opportunity costs. IoT Application Development for Business Growth IoT is crucial for business growth as it enables real-time data collection and analysis, automation, constant connectivity, and insights into a company's systems. It streamlines processes across industries, boosting productivity and supporting business expansion into new lines of business. Additionally, IoT reduces expenses, enabling companies to invest more in their core values. By integrating IoT into their operations, businesses can optimize processes, reduce costs, and enhance customer experiences through smart devices that enable remote monitoring, predictive maintenance, and data-driven decision-making. IoT applications also facilitate personalized marketing, empowering companies to stay competitive, expand their market reach, and foster innovation for sustainable business growth. Comprehensive List of IoT Application Development Trends Keeping up with app industry trends is important for the growth of IoT app development and finding opportunities to save costs by leveraging the latest innovations in the market and producing a superior user experience. Here is a list of the top IoT application development trends for 2023: 1. Digital Twins Digital Twins are one of the top IoT application development trends in 2023 and enable seamless virtual interactions for organizations, services, and customers. It creates virtual replicas for analysis and enhancement, providing real-time insights and boosting productivity. Industries like Urban Planning and Automotive leverage digital twins to improve operations and simulate risk-free environments. With IoT adoption soaring, digital twins integrate with IoT systems to use real-time data, ushering in a tech revolution that bridges the digital-human divide. They empower the creation of virtual towns, communities, and infrastructure. 2. AI and IoT AI will help make sense of the vast IoT data and boost its value for businesses. Major cloud vendors like Amazon, Microsoft, and Google will compete based on AI capabilities. Low-code and no-code AutoML will rise for IoT analytics, along with a focus on security in manufacturing, big data analytics, and machine learning. The integration of AI with IoT is a top trend for 2023. Feeding IoT data to an AI model to help analyze the data trends and predict future demands is one of the most promising trends in application development that is sure to shape IoT app development in the future. 3. Novel Sensor Technology The combination of IoT with sensors enhances their impact and use cases, with Gartner predicting further advancements in sensor technology and algorithms. One example is Henkel's sensor experience kit, tailored for IoT engineering across industries, enabling engineers to explore printed electronics for IoT sensor solutions. This technology allows for remote monitoring, improved efficiency tracking, and sustainable resource use. Novel sensor technology is a top IoT trend in 2023. This novel sensor technology has the potential to disrupt the global supply chain industry by reducing lead times and efficiently managing inventory. 4. 5G Automotive Services The combination of 5G and IoT will greatly impact the automotive sector, which represents more than half of the 5G and IoT market. 5G automotive services will be a major IoT development trend in 2023. According to Gartner's research, connected cars will increase significantly, reaching 94% in 2028. Electric vehicles will benefit from improved connectivity, leading to better control and performance. 5G will also support EV infrastructure, like recharge stations and efficient route finding. However, some aspects of the automotive business's transformation are still unclear, as customers now seek more than just transportation from their cars. 5. Innovation at the Chip Level for IoT Devices Specialized chips are emerging for IoT systems, driven by the acceptance of edge computing and AI. For instance, MediaTek's Genio 700 IoT chipset targets various applications like industrial, smart home, and smart retail and is set to be available by Q2 2023. IoT advancements in chips, connectivity, security, and AI are reducing costs and improving devices. In 2023, innovation at the chip level for IoT devices will be a top trend to watch. Smaller and more efficient processors and wireless components enable connected devices to enter key markets like consumer appliances, cars, manufacturing, and healthcare. Enhanced networks lead to more reliable connectivity, creating demand for interconnected devices. 6. Healthcare and IoT The Internet of Healthcare Things is a top IoT trend for 2023, as projected by Forbes. The market for IoT-enabled health devices will reach $267 billion by 2023. The combination of IoT and cutting-edge technologies in healthcare may lead to significant advancements. Post-COVID-19, cloud, IoT, and AI technologies have been used to explore new use cases. The global IoMT market is expected to reach $187.60 billion by 2028, a substantial increase from its $41.17 billion worth in 2020. More connectivity means better healthcare for patients. This creates a tremendous opportunity to build IoT-enabled apps for the healthcare sector to improve overall patient care and experience. Some of the significant IoT-enabled apps in healthcare include: Smart wearables, implants, and ingestible electronics that can monitor patient health and safety. Remote physiological monitoring can reduce hospital readmissions and improve care quality. Hospital operations management can optimize workflow, resource allocation, and patient satisfaction. Glucose monitoring can help diabetic patients control their blood sugar levels. Connected inhaler that can track medication usage and alert patients of potential triggers. 7. IoT Security Ransomware attacks pose a significant risk as IoT devices become more prevalent, leading to potential disasters. To address this, a robust security system will be implemented to safeguard consumer IoT devices and prevent cyberattacks effectively. IoT Security is a crucial 2023 trend due to the rapid growth of Internet of Things applications in various sectors. To prevent ransomware attacks on IoT devices, take these steps: Update and patch systems to address vulnerabilities. Employ secure authentication strategies. Enforce the principle of least privilege. Regularly back up files. Ensure strong network protection. Monitor network traffic. Prioritize security over connectivity. Disable unneeded services or ports on devices. Keep all IoT devices, software, and hardware updated. By following these steps, businesses can protect IoT devices against ransomware attacks. 8. New Interfaces and Experiences for Users One of the prominent Internet of Things trends in 2023 is the rise of new interfaces and experiences for users. This growth is driven by innovative interfaces that offer improved user experiences and present fresh challenges. Notably, virtual assistants have gained popularity, with various digital assistants being integrated into homes. Devices like Amazon Alexa are excellent examples of how NLP technology plays a crucial role in enhancing user-device interactions. These advancements bring opportunities and challenges, with a focus on security, privacy, and standardization. One such IoT standard called Matter, formerly known as Project CHIP, provides a seamlessly connected user experience. The future promises an interconnected world where smart devices seamlessly cater to consumer needs. 9. 5G for 24x7 Connectivity 5G enables transformative IoT applications with numerous innovative use cases. It offers low latency and expanded networks, reaching 10 times more devices per square kilometer than 4G, and speeds ten times faster than 4G. This advancement facilitates remote patient treatment, media-rich presentations from home, autonomous driving, smart grids to eliminate blackouts, connected sensors for parking and safety, and remote patient health monitoring. A significant IoT trend is the use of 5G for 24x7 connectivity in 2023. Enterprises benefit from network slicing for private networks, enhancing data management, integrity, and access. The rollout of 5G networks drives productivity and efficiency improvements across industries. 10. The Power of Edge Computing IoT edge computing processes data at the edge of the network or near devices, solving latency issues, improving network bandwidth, and enabling faster responses and local decision-making. It enhances safety, operational efficiency, and the user experience. The power of edge computing has quickly become one of the top IoT application development trends in 2023. IoT edge computing can function with a cloud or a centralized data center and even offline when a network connection is lost. Edge computing allows IoT devices to generate, store, and analyze data at the source, enabling autonomous operation and direct communication between devices without centralized processing. The main advantage is improved IoT performance, as edge computing maintains scalability and flexibility while significantly reducing latency compared to traditional cloud environments. Final Say on the Future of Internet of Things App Development In conclusion, the future of IoT app development looks bright, with many exciting trends to watch in 2023. Digital twins will allow businesses to bridge the gap between the real and virtual worlds, while AI and IoT will help businesses extract more value out of their ever-growing volumes of data. Novel sensor technology will continue to impact all components of the IoT model, while 5G automotive services will open the door for more devices and data traffic. Innovation at the chip level for IoT devices will continue to drive progress, while healthcare and IoT will see increased adoption. Security remains a top concern for IoT devices and applications, while new interfaces and experiences for users, such as Voice User Interface (VUI), will become a reality. Edge computing will make it easier for businesses to process data faster and closer to the points of action, while blockchain in the IoT will see increased proliferation. With all these trends and more, there is no shortage of innovation in the field of IoT app development. Developer communities keen on keeping up with the latest trends rely heavily on attending some of the top app development conferences and taking up app development certifications for a better future.

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Application Development Platform

Top 10 App Development Tools and Platforms of 2023

Article | September 28, 2023

Stay ahead in the app development game with top tools and platforms of 2023. From low-code cross-platform development to streamlined development solutions, leverage mobile app development effectively. Mobile app development tools are a dynamic and competitive field that requires constant innovation and adaptation. With the rise of e-commerce, businesses are increasingly reinventing how their apps look and feel to create an unforgettable user experience in a short period of time with rapid application development and no-code cross-platform development. Traditionally, developers have leveraged application development frameworks like Android Studio, Xcode, React Native, Firebase, Flutter, Ionic, Xamarin, Bubble, and Adalo alongside resources like GitHub, GitLab, and Bitbucket. However, some rapid app development tools built around these frameworks provide everything enterprises need to elevate the user experience in less than half the time. In 2023, mobile app developers will have access to a variety of tools for application development and mobile application development platforms that can help them create high-quality and user-friendly apps for different devices and operating systems. Some of the top app development tools and platforms of 2023 are: 1.Alpha Anywhere Alpha Anywhere is a mobile app development software platform that supports the creation of iOS, Android, web, and desktop applications. It has received positive recognition and awards in the industry. The platform offers a unified development and deployment environment for both mobile and web apps, providing distinct environments for both no-code and low-code development approaches. Using the Alpha TransForm no-code product, business users and developers can quickly transform any form into a mobile app, leveraging the capabilities of smartphones. Power users can enhance app functionality using Alpha TransForm's built-in programming language. For IT developers, the Alpha Anywhere low-code environment allows the development of complex web or mobile business apps from scratch. It enables seamless integration of data with existing systems of record and workflows, including data collected through Alpha TransForm. Additionally, developers can incorporate advanced security measures and authentication requirements to safeguard corporate data. 2.Appery.io Appery.io is a low-code app builder. It offers a range of mobile application development tools and web, and progressive web application development tools. It uses Ionic 5 and JavaScript and offers a cloud-based backend for integrating with other systems via APIs. It caters to both professional developers and non-technical users, supporting hybrid mobile apps for iOS and Android as well as robust web apps. Important features include a drag-and-drop UI builder, integrated backend services like cloud databases and server-side scripting, and advanced security mechanisms. It also provides API Express for integrating with other IT solutions. Appery.io offers pre-built plugins and allows for custom plugin creation. It ensures consistent performance and user experience across platforms. By leveraging drag-and-drop and JavaScript, developers can accelerate their process and transform ideas into applications within days. The platform follows a ‘build once, run anywhere’ approach, enabling cross-platform applications to work seamlessly on popular devices and operating systems. 3.axe Developer Hub (Beta) The axe Developer Hub (Beta) is a platform designed to support developers in advancing automated testing for accessibility. This developer-focused platform offers simplicity of implementation and requires minimal maintenance. Significant features of the axe Developer Hub (Beta) include automated testing, intelligent guided testing, linting, integration with CI/CD pipelines, and a command-line interface (CLI). It also allows for the utilization of GitHub Actions to halt the release of code with accessibility issues automatically. Additionally, it offers a command-line tool to check the test results for every commit. By leveraging the axe Developer Hub (Beta), developers can measure accessibility using existing end-to-end tests without modifying them. The platform also enables developers to assess the impact of each pull request on accessibility, track accessibility changes across project releases, and readily identify issues with the greatest impact on accessibility. 4.Bizagi Automation Platform Bizagi Automation Platform is an enterprise-level solution that facilitates process optimization through automation, while also enabling the modernization of systems using low-code applications. Major features of the Bizagi Automation Platform include a user-friendly interface suitable for users of all skill levels, a visual 7-step Wizard designed for Citizen Developers, rapid composition and customization of enterprise applications, and the ability to foster collaboration between business and IT through fusion teams. Additionally, the platform provides capabilities for intelligent people and work management, system orchestration, integration of bots and data, personalized interfaces for different user roles, and the creation of process, data, and mobile-centric applications. The Bizagi Automation Platform empowers developers to build applications for various processes across the enterprise. It is one of the leading application development tools and offers robust automation capabilities with built-in governance, ensures global access and reliability in cloud-native environments, and provides pre-built integration connectors for streamlined connectivity. 5.GeneXus GeneXus is a low-code development platform powered by artificial intelligence that aims to simplify the creation of enterprise applications and user experiences in a rapidly evolving technology landscape. It offers enterprise application development tools while utilizing AI to automate and streamline the development, evolution, and maintenance of software solutions across various environments. Key features of GeneXus include offline mobility, a cross-platform solution, immediate preview capabilities, automatic app generation, the ability to extend business processes and data, integration acceleration, and complementary apps. It also offers integration capabilities with external systems such as ESRI, JD Edwards, Oracle, SAP, and legacy systems like Cobol, Visual FoxPro, Progress, and RPG. GeneXus is designed to assist developers in designing, developing, maintaining, and extending their business applications with ease and efficiency. It offers a higher level of flexibility, faster development times, and improved quality, catering to both simple and complex application requirements. 6.Jina Jina is a neural search framework for creating deep-learning search applications. It supports cross-modal and multi-modal applications on the cloud. It simplifies the transition from proof-of-concept to production-ready services by handling infrastructure complexities and making advanced solution engineering accessible to all developers. Key features include communication via gRPC, HTTP, and WebSockets for scalable deployment. It supports local deployment in Python and orchestration frameworks like Docker-Compose, Kubernetes, or Jina AI Cloud. Jina enables easy scaling, duplex client-server streaming, and async or non-blocking data processing. It integrates with Docker containers through the Executor Hub, offers observability through OpenTelemetry and Prometheus, and provides fast deployment options for Kubernetes and Docker-Compose environments. 7.Postman Postman is an API platform that facilitates the building and utilization of APIs. It offers a simplified approach to each stage of the API lifecycle, promoting streamlined collaboration and efficient API development. With Postman, users can store and manage various components related to APIs, including API specifications, documentation, workflow recipes, test cases and results, metrics, and more. Key features of Postman include a saved API request history, detailed and web-viewable API documentation, flexible API monitoring, and support for mock servers, enabling split-stack development. Postman apps are built on a robust foundation, ensuring a consistent user experience and optimal performance. Additionally, it provides a comprehensive suite of tools that accelerate the API lifecycle, covering design, testing, documentation, mocking, and sharing and discoverability of APIs. Developers can leverage Postman to execute requests, perform testing, debug, create mock servers, monitor APIs, run automated tests, and document their API using the platform's powerful built-in tools. 8.Sentry Sentry is an application monitoring platform for developers and one of the preferred application development tools. It helps handle broken code, crashes, and faulty API calls. Trusted by millions of developers and organizations, Sentry delivers comprehensive solutions to identify and resolve performance issues and errors, and optimize code health. It supports 30+ coding languages and offers features like background sending, exception handling, scopes, context data, breadcrumbs, event sampling, rate limiting, and in-app frames. With full-stack monitoring, Sentry provides complete visibility into the code, detecting potential issues before downtime occurs. It traces performance issues to API calls and slow queries, providing valuable context about the application state. By leveraging these features, developers can troubleshoot and enhance application performance. 9.TrackVia TrackVia is a low-code development platform that minimizes the amount of code required for app development. It offers endless ways to build standalone solutions or complex integrations with existing software, including features such as API access, controls, and permissions; approval process control; audit management; business process automation; and calendar management. Transform any business by creating the exact app needed to track and automate work. Enhance tracking and workflows with TrackVia's friendly and easy-to-use drag-and-drop user interface, creating applications and forms without using any code. Integration options and a developer toolkit are also available. TrackVia can help businesses improve processes in a sustainable, and timely way to save application development costs. 10.Zeplin Zeplin is a collaboration tool that bridges the gap between developers and designers, offering a connected space for product teams. It is the industry standard for handing off designs to engineering, bringing harmony to design delivery, unifying product development teams, and enabling communication in context, team alignment, and faster building. Some of its features include real-time collaboration with the team, commenting and adding notes, using hundreds of free templates, widgets, and components, and optimization for mobile devices. It also offers connectivity with development tools such as Slack, Teams, Jira, ADO, Storybook, and VS Code. Zeplin can improve designer and developer productivity by saving 10 hours per week. It helps to cut out design file prep and organize designs with clarity. With features like flows, annotations, and screen variants, design documentation can be done without cluttering the workspace with extra layers. It is one of the top software development productivity tools for a smooth developer-designer collaboration. In essence, the app development tools and platforms will have evolved significantly in 2023, offering more features, flexibility, and efficiency for developers. Whether it is native, hybrid, or web-based apps, there is a tool or platform that can suit any need and budget. These tools and platforms enable developers to create stunning, responsive, and secure apps for various platforms and devices using languages and frameworks they are familiar with. According to Statista, the revenue in the Application Development Software market is projected to reach US$167.00 billion in 2023, with an expected annual growth rate (CAGR 2023–2028) of 7.04%, resulting in a market volume of US$234.70 billion by 2028. As no-code and rapid app development tools and platforms continue to evolve, they have become essential for the success of any app project. The exponential market growth in app development trends for 2023 will lead to decreased go-to-market time and significantly improve the user experience in the years to come.

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Software, Low-Code App Development, Application Development Platform

10 Application Development Conferences in 2023 That Are Worth Investing

Article | July 3, 2023

Ignite business careers at the 2023 application development conferences. Embrace app development's transformative power to unlock endless possibilities. Network with experts and attend workshops! App development innovation thrives with disruptive technologies that expedite time-to-market, and app developer conferences are vital for staying informed. Key application development conferences’ themes encompass cross-industry collaboration, AI integration, ethical app development, AR and VR potential, blockchain applications. They provide an opportunity to advance developer skills and product-market fit, inclusive design, climate change innovation, app security, and networking and career prospects. To cover these key areas, find the upcoming app developer events in 2023 offering unparalleled opportunities for advancement: 1. iOSDevUK 4–7 September 2023 | Aberystwyth, Wales iOSDevUK is a three-day application development conference focused on iOS development. Industry experts will lead workshops and deliver talks on the latest iOS development insights and techniques. A few speakers and workshop mentors include Hidde van der Ploeg, Ibrahima Ciss, Kosala Jayasekara, Peter Friese, Alexis Santos, Allison McEntire, André Santos, Anna Beltrami, Araks Avoyan, and Audrey Sobgou Zebaze. Engage in lightning talk sessions, shared meals, and accommodations to experience a friendly and inclusive atmosphere. Previous attendees have praised the warm environment, value for money, diverse topics, and networking opportunities. Join the iOSDevUK community to secure a spot at the conference. 2. DevRelCon London 7–8 September 2023 | London, UK DevRelCon London 2023 is a two-day developer relations event this September. It offers a main track for individuals, managers, and executives, along with two new tracks focused on core DevRel skills and Web3 DevRel. Attendees can expect keynote talks, deep-dive discussions, networking, career coaching, and possibly karaoke. The speaker lineup includes experts from Twilio, Fastly, Snyk, Discover Financial Services, and Google including Beatta Lovrečić, Naiyarah Hussain and, Adam DuVander. Hoopy, a developer relations support company, regularly organizes the programming event, providing training, strategy, research, and execution assistance. 3. Gartner Application Innovation and Business Solutions Summit 13–14 September 2023 | London, U.K. The Gartner Application Innovation and Business Solutions Summit is a crucial event for application and software engineering leaders. Its focus is on reshaping software delivery to drive business value. Attendees will gain essential strategies, tactics, and cultural changes to enable digital innovation and deliver business-aligned software. The dev summit empowers participants to develop the skills required to thrive amidst rapid technological advancements. Esteemed Gartner experts, leading technology providers, and industry peers will deliver authoritative insights on application strategies, software engineering leadership, API strategies, development platforms, and emerging technologies. 4. 2023 UtahJS Conference 15 September 2023 | Sandy, UT The 2023 UtahJS Conference will showcase a comprehensive program of presentations and talks on JavaScript engineering. Expert speakers will address a range of skill levels, discussing caching, promises, microservice orchestration, debugging, monitoring, React.js, QR codes, internationalization, data fetching, security, and frontend development. Attendees can experience sessions from esteemed speakers including Brian Rinaldi, Bryant Baird, Carter Hesterman, Clay Diffrient, Clint Goodman and, Cody Zuschlag. Organized by UtahJS, a prominent community of JavaScript engineers in Utah, this developer event and web development conference promises a valuable and authoritative experience. 5. TechCrunch Disrupt 19–21 September 2023 | San Francisco, CA TechCrunch Disrupt 2023 is the premier startup conference for founders, investors, and the future of tech. It provides valuable tools, knowledge, and networking opportunities for startups and investors. Attendees can connect with influential founders, gain insights from experienced entrepreneurs, and spark innovative ideas. It is one of the best developer conferences to highlight industry-specific tracks and showcase disruptive startups. TechCrunch Disrupt 2023 serves as a vital platform for networking, learning, and collaboration in the technology ecosystem. 6. PyCon UK 2023 22–25 September 2023 | Cardiff, UK PyCon UK 2023 is a three-day conference organized by UKPA Trading Ltd. on behalf of The UK Python Association. It features talks and workshops from Friday to Sunday, followed by a sprint day on Monday. PyCon UK brings together developers, learners, and organizations from around the world to share their knowledge and experience with the Python language. The conference features keynote speeches, talks, tutorials, and workshops on a wide range of topics related to Python development. Attendees can also participate in sprints, where they can work together on open-source projects. PyCon UK is a great opportunity for Python developers to learn new skills, network with other professionals, and contribute to the growth of the Python community. 7. MWC Americas 26–28 September 2023 | Las Vegas, CA MWC Americas is a pivotal connectivity tech event in 2023, providing access to the thriving North American market and its 5G innovations. Industry giants like AT&T Business, T-Mobile Business, and Verizon Business will deliver transformative insights. Las Vegas, a rapidly growing tech hub, offers an ideal backdrop with its vibrant startup ecosystem, cutting-edge entertainment, and top-notch amenities. Attendees can explore exhibitions, network with industry leaders, and delve into themes such as 5G acceleration, enterprise mobility, and the age of AI. 8. Droidcon London 23, 26–27 October 2023 | London, U.K. Droidcon London is a renowned annual event for Android developers, providing a platform for them to learn, gain inspiration, and connect with experts and peers in the Android development community. With over 1000 Android developers, 90+ tech talks, and 5 tracks over 2 days, attendees can participate in workshops, keynote speeches, and networking opportunities. The event welcomes speaker proposals to ensure a diverse conference experience. Furthermore, a dedicated Flutter track caters to those interested in Flutter development. Supported by sponsors and adhering to a code of conduct, Droidcon London promises a valuable experience for Android enthusiasts. 9. React Summit US 13–15 November 2023 | New York and Online React Summit US is the premier React conference in the US. Held annually with two tracks, Base Camp and Summit, the event showcases over 60 speakers who share cutting-edge insights in React technology, including Kent C. Dodds, Shawn Swyx Wang, Tanner Linsley, Ken Wheeler, Rachel Nabors, Henri Helvetica, Jenn Creighton, and Nicole Terc. The conference draws over 10,000 developers worldwide, with 700 participants attending in person. It offers a hybrid format, accommodating both remote and in-person attendees. Workshops covering React Advanced, TypeScript, and Remix are available, with options for free and pro access. Attendees can enjoy additional highlights such as a scenic ferry ride from Manhattan and the most prominent React party in the US. 10. DevTernity 2023 7 December 2023 | Online DevTernity 2023 is an online software development conference aiming to transform developers into architects and engineering leaders. Renowned experts like Robert Martin, Dave Farley, and Sandi Metz will deliver talks and masterclasses on coding, architecture, and tech leadership. The conference covers topics such as software engineering, agile methodologies, microservices, and clean code. Attendees can join multiple tracks and choose full-day masterclasses for this software engineering conference. All sessions will be recorded, and attendees will receive verifiable certificates of attendance. Tech-enabled app developer conference and web developer conference experiences include virtual reality VR networking, ROI calculation tools, hackathons, pitch competitions, regional insights, niche specialization, mentorship programs, collaborative spaces, ROI networking sessions, and AI-powered assistants for maximizing career value. Attending software developer conferences in 2023 is a worthwhile investment for professional growth. These coding seminars provide opportunities to stay updated on industry trends, network with peers and industry leaders, showcase skills, and gain practical knowledge. Additionally, programming conferences offer a chance to break from the routine, gain fresh perspectives, and find inspiration. Consider creating an economical travel itinerary and choose dev conferences that are co-located to maximize the return on investment.

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Unveiling Java 21: Oracle’s Quantum Leap in AI-Driven Development

Oracle | September 25, 2023

Oracle releases the new Java 21 to boost productivity, performance, and AI/ML support. Its features include string templates, record patterns, virtual threads, and more. Java 21 introduces the Vector API and aims to be the go-to for ML libraries. Oracle unveiled Java 21, marking the second update to the programming language in 2023, following Java 20's release in March. The latest iteration of Java brings a slew of enhancements designed to boost developer productivity and application performance and cater to artificial intelligence (AI) and machine learning (ML) development needs. Notably, Oracle's commitment to long-term support for Java 21, spanning at least eight years, aims to provide organizations with flexibility in migrating their applications. Additionally, support for Java 11 has been extended until January 2032. Key updates in Java 21 include: JEP 430: String Templates (Preview): Simplifying Java program development by enabling the incorporation of real-time-calculated values into strings JEP 440: Record Patterns (Third Preview): Empowering developers to expand pattern matching for complex data queries, enhancing productivity JEP 441: Pattern Matching for Switch: Enhancing the efficiency and reliability of projects by enriching the semantic nature of Java JEP 443: Unnamed Patterns and Variables (Preview): Improving code readability and maintainability by enhancing record patterns JEP 439: Generational Z Garbage Collector (ZGC): Boosting developer productivity by reducing heap memory overhead and garbage collection CPU requirements JEP 444: Virtual Threads: Optimizing the creation, maintenance, and monitoring of high-throughput, concurrent applications with lightweight virtual threads JEP 446: Scoped Values (Preview): Enabling sharing of immutable data within and across threads JEP 448: Vector API (Sixth Incubator): Introducing an API for reliable runtime compilation of vector computations on supported CPU architectures JEP 453: Structured Concurrency (Preview): Streamlining error handling, cancellation, improving reliability, and enhancing observability A standout feature in Java 21 is the finalization of virtual threads (JEP 444) within Project Loom, according to Georges Saab, Oracle's senior vice president of Oracle Java Platform and chair of the OpenJDK governing board. Virtual threads simplify the development of scalable and responsive applications, especially for those not well-versed in low-level threading APIs. This feature allows libraries and frameworks to build highly concurrent applications without requiring direct thread management, facilitating the creation of scalable programs that harness all available CPUs. Georges Saab, Oracle's senior vice president of Oracle Java Platform and chair of the OpenJDK governing board, reportedly remarked, Our answer is, we don't want to add a machine learning library, we want to make Java the platform to run all machine learning libraries on. [Source – IT Pro Today] Java 21 is geared toward AI, with JEP 448's introduction of a vector API as a prominent AI-focused feature. This API aids runtime execution, an essential component in modern AI applications utilizing vector embeddings in databases. Furthermore, projects like Valhalla, Panama, and improvements to the garbage collector aim to support AI and ML workloads by optimizing Java for processing large, intricate datasets. The overarching goal is to make Java the platform of choice for running all machine learning libraries, rather than adding a standalone machine learning library to the language.

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AI Tech

Forethought’s Autoflows: AI-Driven Revolution in Customer Support

Forethought | September 25, 2023

Forethought, a leader in generative AI for customer support, has introduced Autoflows, a groundbreaking autonomous resolution capability for SupportGPT. This innovation marks a significant step towards a more efficient, goal-oriented, AI-centric future in customer support. In the fast-evolving landscape of customer support, AI is positioned to revolutionize the way businesses interact with their clients. However, many large enterprises, despite claiming to be AI-first, still rely on outdated manual workflows rooted in the CRM era. These workflows consume hours of valuable time and often lead to subpar performance, dissatisfied customers, and delayed value realization. Forethought aims to transform this outdated approach into a system of intelligence, redefining what it means to be truly AI-first. Deon Nicholas, CEO and Co-Founder of Forethought, reportedly emphasized, Automation over the past decade has focused heavily on rules and tasks and building manual workflows. But the manual workflow is the Achilles heel of the AI-first future. [Source – Businesswire] Autoflows empower customer support leaders to define desired issue resolutions in plain, natural language, eliminating the need for complex decision trees or predefined rulesets. Leveraging AI, Autoflows accurately predicts user needs and determines efficient steps to achieve these desired outcomes. This efficiency allows support agents to redirect their focus towards more complex issues, transcending simplistic task-oriented processes. Autoflows promise significant benefits: Enhanced Customer Experience: Autoflows facilitate natural conversations with customers, employing generative AI models trained on real agent responses and CRM data. Improved Performance: These flows autonomously resolve customer issues and take actions in alignment with agent guidelines, brand preferences, and user prompts. Reduced Time to Value: Autoflows can be created in minutes using natural language, a stark contrast to the days it typically takes to construct intricate decision trees. Brent Pliskow, GM & VP of Customer Support at Upwork, expressed his appreciation for the innovation. He mentioned that they are constantly seeking to incorporate new generative AI capabilities into their customer support processes, with the goal of improving the customer experience and enhancing internal efficiency. He noted that, when they replaced specific manual workflows with Autoflows, they observed significant time savings compared to the traditional approach of building workflows. Additionally, he reported an increase of up to 27% in customer satisfaction in these particular use cases. About Forethought Founded in 2018, Forethought is a prominent generative AI company specializing in customer service automation. Its solutions seamlessly integrate generative AI powered by large language models (LLMs) to enhance support team efficiency. It offers instant case resolution, predictive case prioritization, and agent assistance, all within a single platform. With $90 million in venture capital funding and accolades like G2's Best Software Products for 2023, Forethought is a leader in the tech industry, headquartered in San Francisco, California.

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AI Applications

Planview Launches AI Copilot for Smarter Data-Driven Decision-Making

Planview | September 13, 2023

Planview, a leader in portfolio and value stream management, unveiled Planview Copilot, an advanced generative AI assistant, at its annual flagship customer event, Planview Accelerate. This innovative AI tool leverages comprehensive data sets to provide operational insights across portfolio management, value stream management, and agile planning and delivery, offering a conversational interface for data-driven strategic decision-making. Razat Gaurav, CEO of Planview, expressed his views on the potential of digital transformation initiatives. He emphasized that as organizations undertake an increasing number of these initiatives and utilize a wide range of tools to implement them, there is a significant opportunity to rethink how intelligent decisions can be made to expedite business results. He introduced Planview Copilot, which harnesses all pertinent data across project and product initiatives and delivers insights, decision support, and actions through a straightforward, conversational interface. He further highlighted this as a crucial progression in their journey from being a system of record to evolving into a system of insights for digital transformations. Planview Copilot gains access to a vast ecosystem of operational data, including exclusive strategy-to-delivery data, broader data from team tools, and an organization's historical initiative data. By integrating these data sources with Planview’s Flow Methodology and Agile Principles, Planview Copilot offers guidance and solutions throughout the strategy-to-execution journey. Richard Sonnenblick, Chief Data Scientist at Planview, stated that the future of connected work is built on a profound and insightful comprehension of how their customers deliver services, launch products, and successfully implement their strategies. He emphasized that this understanding is rooted in customer data. He explained that they utilize AI and machine learning techniques to analyze each customer's current and historical operational data in order to predict task completion, provide early warnings about tasks that may need course correction, and identify discrepancies between strategic objectives and ongoing activities. Also, he further added that through Planview Copilot, generative AI serves as the cherry on top, providing a user-friendly, conversational access point to these advanced AI and ML insights. Planview Copilot simplifies complex data insights using natural language processing, making them accessible to individuals and teams. It serves as an early warning system, alerting organizations to potential issues before they become costly or risky. This AI assistant is designed to empower executive leaders, portfolio managers, and teams by providing clear insights and recommendations. Dr. Mik Kersten, Planview CTO and Founder of The Flow Framework, emphasized, The launch of Planview Copilot marks the start of a step-function improvement in turning established organizations into digital innovators. [Source: Business Wire] This announcement follows Planview’s recent launch of Digital Products Insights, a convergence of portfolio management, agile planning, and value stream management powered by AI sentiment analysis. Planview Copilot is set to be available in Q4 2023, will reinforce Planview's commitment to proactive, data-driven decision-making for connected work. About Planview Planview, a software development company based in Austin, Texas, is on a mission to shape the future of connected work. The company is dedicated to helping organizations accelerate the achievement of their most important goals. Its platform, which underpins business and digital transformations for over 4,500 customers globally, including 59 Fortune 100 companies, is designed to accelerate the achievement of goals.

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Software

Unveiling Java 21: Oracle’s Quantum Leap in AI-Driven Development

Oracle | September 25, 2023

Oracle releases the new Java 21 to boost productivity, performance, and AI/ML support. Its features include string templates, record patterns, virtual threads, and more. Java 21 introduces the Vector API and aims to be the go-to for ML libraries. Oracle unveiled Java 21, marking the second update to the programming language in 2023, following Java 20's release in March. The latest iteration of Java brings a slew of enhancements designed to boost developer productivity and application performance and cater to artificial intelligence (AI) and machine learning (ML) development needs. Notably, Oracle's commitment to long-term support for Java 21, spanning at least eight years, aims to provide organizations with flexibility in migrating their applications. Additionally, support for Java 11 has been extended until January 2032. Key updates in Java 21 include: JEP 430: String Templates (Preview): Simplifying Java program development by enabling the incorporation of real-time-calculated values into strings JEP 440: Record Patterns (Third Preview): Empowering developers to expand pattern matching for complex data queries, enhancing productivity JEP 441: Pattern Matching for Switch: Enhancing the efficiency and reliability of projects by enriching the semantic nature of Java JEP 443: Unnamed Patterns and Variables (Preview): Improving code readability and maintainability by enhancing record patterns JEP 439: Generational Z Garbage Collector (ZGC): Boosting developer productivity by reducing heap memory overhead and garbage collection CPU requirements JEP 444: Virtual Threads: Optimizing the creation, maintenance, and monitoring of high-throughput, concurrent applications with lightweight virtual threads JEP 446: Scoped Values (Preview): Enabling sharing of immutable data within and across threads JEP 448: Vector API (Sixth Incubator): Introducing an API for reliable runtime compilation of vector computations on supported CPU architectures JEP 453: Structured Concurrency (Preview): Streamlining error handling, cancellation, improving reliability, and enhancing observability A standout feature in Java 21 is the finalization of virtual threads (JEP 444) within Project Loom, according to Georges Saab, Oracle's senior vice president of Oracle Java Platform and chair of the OpenJDK governing board. Virtual threads simplify the development of scalable and responsive applications, especially for those not well-versed in low-level threading APIs. This feature allows libraries and frameworks to build highly concurrent applications without requiring direct thread management, facilitating the creation of scalable programs that harness all available CPUs. Georges Saab, Oracle's senior vice president of Oracle Java Platform and chair of the OpenJDK governing board, reportedly remarked, Our answer is, we don't want to add a machine learning library, we want to make Java the platform to run all machine learning libraries on. [Source – IT Pro Today] Java 21 is geared toward AI, with JEP 448's introduction of a vector API as a prominent AI-focused feature. This API aids runtime execution, an essential component in modern AI applications utilizing vector embeddings in databases. Furthermore, projects like Valhalla, Panama, and improvements to the garbage collector aim to support AI and ML workloads by optimizing Java for processing large, intricate datasets. The overarching goal is to make Java the platform of choice for running all machine learning libraries, rather than adding a standalone machine learning library to the language.

Read More

AI Tech

Forethought’s Autoflows: AI-Driven Revolution in Customer Support

Forethought | September 25, 2023

Forethought, a leader in generative AI for customer support, has introduced Autoflows, a groundbreaking autonomous resolution capability for SupportGPT. This innovation marks a significant step towards a more efficient, goal-oriented, AI-centric future in customer support. In the fast-evolving landscape of customer support, AI is positioned to revolutionize the way businesses interact with their clients. However, many large enterprises, despite claiming to be AI-first, still rely on outdated manual workflows rooted in the CRM era. These workflows consume hours of valuable time and often lead to subpar performance, dissatisfied customers, and delayed value realization. Forethought aims to transform this outdated approach into a system of intelligence, redefining what it means to be truly AI-first. Deon Nicholas, CEO and Co-Founder of Forethought, reportedly emphasized, Automation over the past decade has focused heavily on rules and tasks and building manual workflows. But the manual workflow is the Achilles heel of the AI-first future. [Source – Businesswire] Autoflows empower customer support leaders to define desired issue resolutions in plain, natural language, eliminating the need for complex decision trees or predefined rulesets. Leveraging AI, Autoflows accurately predicts user needs and determines efficient steps to achieve these desired outcomes. This efficiency allows support agents to redirect their focus towards more complex issues, transcending simplistic task-oriented processes. Autoflows promise significant benefits: Enhanced Customer Experience: Autoflows facilitate natural conversations with customers, employing generative AI models trained on real agent responses and CRM data. Improved Performance: These flows autonomously resolve customer issues and take actions in alignment with agent guidelines, brand preferences, and user prompts. Reduced Time to Value: Autoflows can be created in minutes using natural language, a stark contrast to the days it typically takes to construct intricate decision trees. Brent Pliskow, GM & VP of Customer Support at Upwork, expressed his appreciation for the innovation. He mentioned that they are constantly seeking to incorporate new generative AI capabilities into their customer support processes, with the goal of improving the customer experience and enhancing internal efficiency. He noted that, when they replaced specific manual workflows with Autoflows, they observed significant time savings compared to the traditional approach of building workflows. Additionally, he reported an increase of up to 27% in customer satisfaction in these particular use cases. About Forethought Founded in 2018, Forethought is a prominent generative AI company specializing in customer service automation. Its solutions seamlessly integrate generative AI powered by large language models (LLMs) to enhance support team efficiency. It offers instant case resolution, predictive case prioritization, and agent assistance, all within a single platform. With $90 million in venture capital funding and accolades like G2's Best Software Products for 2023, Forethought is a leader in the tech industry, headquartered in San Francisco, California.

Read More

AI Applications

Planview Launches AI Copilot for Smarter Data-Driven Decision-Making

Planview | September 13, 2023

Planview, a leader in portfolio and value stream management, unveiled Planview Copilot, an advanced generative AI assistant, at its annual flagship customer event, Planview Accelerate. This innovative AI tool leverages comprehensive data sets to provide operational insights across portfolio management, value stream management, and agile planning and delivery, offering a conversational interface for data-driven strategic decision-making. Razat Gaurav, CEO of Planview, expressed his views on the potential of digital transformation initiatives. He emphasized that as organizations undertake an increasing number of these initiatives and utilize a wide range of tools to implement them, there is a significant opportunity to rethink how intelligent decisions can be made to expedite business results. He introduced Planview Copilot, which harnesses all pertinent data across project and product initiatives and delivers insights, decision support, and actions through a straightforward, conversational interface. He further highlighted this as a crucial progression in their journey from being a system of record to evolving into a system of insights for digital transformations. Planview Copilot gains access to a vast ecosystem of operational data, including exclusive strategy-to-delivery data, broader data from team tools, and an organization's historical initiative data. By integrating these data sources with Planview’s Flow Methodology and Agile Principles, Planview Copilot offers guidance and solutions throughout the strategy-to-execution journey. Richard Sonnenblick, Chief Data Scientist at Planview, stated that the future of connected work is built on a profound and insightful comprehension of how their customers deliver services, launch products, and successfully implement their strategies. He emphasized that this understanding is rooted in customer data. He explained that they utilize AI and machine learning techniques to analyze each customer's current and historical operational data in order to predict task completion, provide early warnings about tasks that may need course correction, and identify discrepancies between strategic objectives and ongoing activities. Also, he further added that through Planview Copilot, generative AI serves as the cherry on top, providing a user-friendly, conversational access point to these advanced AI and ML insights. Planview Copilot simplifies complex data insights using natural language processing, making them accessible to individuals and teams. It serves as an early warning system, alerting organizations to potential issues before they become costly or risky. This AI assistant is designed to empower executive leaders, portfolio managers, and teams by providing clear insights and recommendations. Dr. Mik Kersten, Planview CTO and Founder of The Flow Framework, emphasized, The launch of Planview Copilot marks the start of a step-function improvement in turning established organizations into digital innovators. [Source: Business Wire] This announcement follows Planview’s recent launch of Digital Products Insights, a convergence of portfolio management, agile planning, and value stream management powered by AI sentiment analysis. Planview Copilot is set to be available in Q4 2023, will reinforce Planview's commitment to proactive, data-driven decision-making for connected work. About Planview Planview, a software development company based in Austin, Texas, is on a mission to shape the future of connected work. The company is dedicated to helping organizations accelerate the achievement of their most important goals. Its platform, which underpins business and digital transformations for over 4,500 customers globally, including 59 Fortune 100 companies, is designed to accelerate the achievement of goals.

Read More

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