AI Ops: It’s All about Data

All Global 2000 firms are awash in infrastructure data. Every device that an application flows through, be it network equipment, firewalls, servers, load balancers, cloud providers, service providers, storage, etc., provide data to communicate state metrics, events, logs, et al. That is, all the devices that an application depends upon to deliver the intended user experience have some data that provides insight into how it’s operating. The problem is using this data to understand user experience on an end-to-end basis is extremely difficult today as vendors don’t share this data with each other and even when the data is gathered into a central data lake the domain expertise needed is typically broad and distributed.

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OneStream Networks is purpose-built for enterprise-grade cloud-based SIP trunking, unified communications, contact center services, data networking and security services. With availability in 200+ countries, global strategic peering networks, geo-redundant POPs and multi-provider SD-WAN and MPLS transport options, OneStream delivers unparalleled scope and reach for advanced cloud-based voice, UC, data and security.

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API Management Essentials for Optimized UX in 2024

Article | March 15, 2024

Master API management key essentials and top strategies for digital success of businesses. Know more about their top providers and learn the way they help enhance performance and drive innovation. Contents 1. What are API Management Essentials? 1.1. How Do API Management Assist in Improving UX? 2. Top Strategies to Execute API Integrations 3. Best Providers of API Management 3.1. Tyk 3.2. Gravitee 3.3. Ambassador 3.4. Lobster 3.5. Integrate.io 3.6. Fiorano 3.7. Astera 3.8. Adaptigent 3.9. Sensedia 3.10. Sauce Labs 4. Wrap Up 1. What are API Management Essentials? API management is a critical framework that allows organizations to control the end-to-end process of designing, deploying, and maintaining APIs. They are used for the integration of new applications with existing software systems. It encompasses tools and services that ensure secure, scalable, and efficient API operations, essential for supporting seamless interactions between applications and services. Through components such as API gateways, security protocols, and analytics systems, API management optimizes data flow, enforces policy compliance, and enhances service reliability, directly impacting business agility and growth. This exploration delves into these key elements to illustrate their role in creating robust digital ecosystems. For example, a company can call APIs to integrate into its workflow from other companies that have their applications ready. In short, it helps build custom solutions by integrating multiple applications. API management involves a range of practices and tools that help organizations oversee the APIs they create and expose. A central component is the API gateway, which serves as a unified entry point for all API requests, helping to manage traffic and enforce policies like authentication and rate limiting. Essential to this process is robust documentation and a developer portal that provides necessary resources and tools for developers to understand, utilize, and manage their API usage effectively. Security measures are crucial, typically involving mechanisms for authentication and authorization, such as API keys and OAuth tokens. Additionally, API management includes features for rate limiting and throttling to control traffic flow and prevent overuse providing a streamlined API UX. Analytics and monitoring are also integral, enabling the tracking of API performance and usage patterns to maintain service quality and guide future improvements. Effective management also requires version control to handle updates without disrupting existing services, policy enforcement to apply governance uniformly, and lifecycle management to oversee an API from creation to retirement. Collectively, these components ensure that an organization's API ecosystem is scalable, secure, and strategically aligned with business goals. 1.1. How Do API Management Assist in Improving UX? API management plays a crucial role in enhancing user experience by optimizing performance, ensuring consistency, bolstering security and streamlining processes across digital services. Below is a detailed elucidation of how API management tools contribute to improved UX: 1.1.1 Performance Optimization: By implementing API gateways, organizations manage the flow of data between client applications and back-end services with high efficiency. These gateways reduce latency and accelerate data delivery by implementing effective load balancing and response caching. This directly enhances the responsiveness of applications, leading to a superior user experience. The global API marketplace market size was estimated at USD 13.74 billion in 2022 and is expected to grow at a CAGR of 17.8% from 2023 to 2030. [Source: Grand View Research] 1.1.2 Consistency and Reliability: API management enforces uniform standards and policies across all APIs, ensuring a consistent interface for developers. This consistency translates into a reliable and predictable user experience. Features like rate limiting and traffic management are crucial for maintaining high availability and performance even during peak load times, thereby minimizing service disruptions. 1.1.3 Security Measures: Robust security protocols are essential to protect sensitive user data and build trust. API management frameworks support advanced authentication and authorization mechanisms, including OAuth, API keys, and JWT. These measures prevent unauthorized access and ensure data integrity, thereby safeguarding user interactions with applications. Use API keys to expect developers to build internal applications that do not needs to access only a single user’s data. Use OAuth access tokens if one wants users to provide authorization easily to applications without the need to share private data or dig through developer documents. Use JWT in concert with OAuth to limit database lookups and when there is no need to immediately revoke access. 1.1.4 Version Management: Effective version control is vital for facilitating ongoing improvements without affecting existing functionalities. API management supports smooth transitions between different API versions, allowing users to benefit from new features and enhancements without experiencing service interruptions. 1.1.5 Analytical Insights and Monitoring: Continuous monitoring and real-time analytics enable organizations to detect and rectify issues promptly, often before they impact end users. These insights also help in understanding user behavior and preferences, guiding optimizations that directly enhance user interactions and satisfaction. 1.1.6 Error Handling: API management standardizes how services communicate errors, providing users with clear and consistent error messages. This transparency helps users understand issues and, where possible, guides them on how to resolve problems, thus improving the interaction quality. 1.1.7 Developer Support: A well-supported developer ecosystem, facilitated by comprehensive documentation and a developer portal, empowers a developer experience to utilize APIs more effectively. This support leads to the best practices for faster application development and deployment of new features and bug fixes, which directly enhances the user experience. 2. Top Strategies to Execute API Integrations Begin by meticulously defining the integration requirements to select APIs that precisely align with business needs. Choose an appropriate API architecture like REST, SOAP, or GraphQL, based on specific integration criteria such as simplicity, security, or data efficiency. Security is paramount; thus, stringent authentication and encryption practices, including OAuth and HTTPS, should be implemented to protect data integrity and privacy. Utilize API management tools for lifecycle management, policy enforcement, and performance analytics, simplifying API integrations' management and scalability. Rigorous testing across various scenarios ensures robustness before deployment, and ongoing performance monitoring after deployment promptly identifies and rectifies issues, thus maintaining optimal service levels. Finally, the API integration strategy includes the comprehensive and clear documentation supports the effective use and maintenance of APIs, and a forward-looking versioning strategy accommodates future enhancements without disrupting existing functionality. This structured and strategic approach ensures that API integrations are technically sound, strategically advantageous, and sustainable. 3. Best Providers of API Management An API management platform is essential for businesses looking to harness the power of APIs to enhance connectivity, streamline operations, and unlock innovation. The best strategies for API management often involve choosing a provider that offers robust features tailored to specific needs. Top providers typically offer comprehensive solutions that include API gateways for traffic management, authentication, and security tools for development pipeline to protect sensitive data. Below are the top 10 API management vendors providing security and testing in API. 3.1.Tyk Tyk Technologies, a leader in API management, offers a comprehensive and composable API experience platform, recognized as a leader in Gartner’s 2023 Magic Quadrant for API management platforms (APIM). Designed to support API platform, product, and developer teams, Tyk facilitates the architecture, scaling, and governance of API platforms across organizations. It allows for the creation and security testing of APIs, accelerating deployment, and enabling ongoing monitoring and troubleshooting. The Company supports a range of deployment options including cloud, Kubernetes, and on-premises, ensuring adaptability to different business needs. 3.2.Gravitee Gravitee is an innovative API management platform named Visionary in Gartner’s 2023 Magic Quadrant for its ability to execute and complete vision. With over 350,000 Docker pulls per month, Gravitee supports the full lifecycle of APIs, including design, security, deployment, and monitoring. It is uniquely event-native, catering to synchronous, asynchronous, and event APIs. The platform boasts an intuitive GUI, a management API, and a Kubernetes operator, ensuring ease of setup and use. Gravitee’s solutions include advanced API governance across multiple gateways, real-time observability, and secure API access management. 3.3.Ambassador Ambassador Labs enhances cloud-native and microservices development with its Kubernetes-native productivity tools, Edge Stack API Gateway, and Telepresence for local testing. Edge Stack is integral throughout the microservices lifecycle, includingdesign, development, testing, deployment, and observability of APIs. Telepresence facilitates efficient app development by seamlessly integrating local and remote environments, significantly reducing time and improving collaboration.These tools offer robust securityfeatures,fine-grainedtrafficmanagement,and are tailored for enterprise scalability, ensuring reliable performance and service quality. 3.4.Lobster Lobster provides a transformative digital ecosystem through its Lobster_data platform, leveraging no-code technology to facilitate data integration and process automation. Recognized for enhancing customer satisfaction, efficiency, and cost-effectiveness, Lobster's solutions empower businesses to streamline operations and drive digital innovation without the need for extensive programming knowledge. The platform offers comprehensive API management capabilities, allowing even the non-IT staff to easily create, manage, and monitor APIs, thus supporting the entire API lifecycle from setup to retirement. 3.5.Integrate.io Integrate.io offers a robust, no-code data management platform that streamlines the generation and operation of REST APIs to empower enterprises with rapid, secure, and scalable data integration solutions. The platform is designed to facilitate instant API generation for SQL and NoSQL databases, file storage systems, and external services, ensuring extensive data quality and compliance with best industry practices. Key features include automated Swagger OpenAPI documentation, flexible authentication systems such as JWT and OAuth, and comprehensive security measures including SSO, LDAP, and role-based access controls. Integrate.io caters to a global clientele, helping automate data pipelines efficiently and supporting businesses with top data connectors like SQL Server, MySQL, and BigQuery. This platform is particularly beneficial for organizations looking to enhance operational efficiency, secure data transfer, and ensure high-quality data management without extensive coding requirements. 3.6.Fiorano Fiorano is a cloud-native API platformthat specializesin building and managing sophisticated enterprise applications capable of operating across hybrid and multi-cloud environments.With a focuson large-scale, dynamic, and real-time performance, Fiorano ensures that its applications meet global functionality, compliance, data sovereignty, and security requirements. The platform supports seamless integration of systems, enabling businesses to handle massive data volumes securely and efficiently. Notably, Fiorano's Event Orchestrator simplifies microservices management by allowing users to visually compose applications with pre-built services, streamlining deployment and operational processes. 3.7.Astera Astera offers a comprehensive, no-code data management platform that empowers enterprises to convert data into actionable insightsrapidly.Astera’ssolutionsare designedto support the entire data management lifecycle, from integration to API management, without coding. The platform features an intuitive, drag-and-drop interface that simplifies complex data processes and enhances operational efficiency, enabling business users to manage tasks with minimal IT intervention. 3.8.Adaptigent Adaptigent empowers enterprises to leverage their legacy systems formoderndigital transformation through its patented Adaptive Integration Fabric and a no-code platform. This approach enables seamless integration of mission-critical core systems withmodernapplications, facilitating real-time, business-ready data delivery withoutthe need forcoding. Adaptigent's low-code interface supports IT departments in integrating systems with minimal risk, usingrepeatable workflows that accommodate real-time needs, thereby bridging the gap between traditional mainframe systems and contemporary technological demands. 3.9.Sensedia Sensedia is a globally recognized leader in API management and microservices, providing innovative solutions that drive digital transformation. With its powerful no-code platform, Sensedia enables seamless integration of legacy systems with modern applications, offering tools for API lifecycle management, adaptive governance, and real-time data orchestration. Sensedia's technology platformis fortifiedby its Adaptive Integration Fabric, which simplifies the creation, exposure, and monitoring of APIs without coding. The company caters to a diverse client base across multiple sectors globally, including major corporations. It is committed to empowering enterprises to enhance operational agility, enrich customer experiences, and foster innovative digital ecosystems. 3.10.Sauce Labs Sauce Labs is a leading provider of continuous testing and error reporting solutions, delivering a comprehensive and trusted testing platform. Its unified platform, renowned for its extensive capabilities, supports the complete lifecycle of API testing, ensuring that web and mobile applications perform flawlessly across all browsers, operating systems, and devices. With a focus on accelerating integration strategies and enhancing API quality, Sauce Labs offers advanced features for API testing, monitoring, and insights, including functional and integration testing, load testing, and API benchmarking. Sauce Labs continues to shape the future of digital quality assurance, making it a pivotal tool for businesses aiming to improve the quality of their digital products efficiently. 4. Wrap Up API management is a fundamental aspect of modern digital strategies, enabling organizations to leverage the full potential of their API ecosystems. By ensuring efficient management of API lifecycles, enforcing security protocols, facilitating seamless integration, and providing analytical insights, businesses can enhance operational efficiencies along with delivering superior and enhanced UX with API integrations. This strategic application of API management tools and practices ensures that organizations remain agile and competitive in a digital-first world. The future outlook of API management is set to intersect increasingly with the intelligent solutions and automation enabling more sophisticated automation and predictive analytics. This evolution will allow for the real-time customization, monitoring and alerting of API gateways and smarter security protocols, enhancing both performance and protection against evolving threats. Furthermore, the rise of IoT devices and edge computing will expand the need for API management solutions that can operate at scale across dispersed networks. As businesses continue to embrace digital transformation, API management will play a very crucial and irreplaceablenon-replaceable role in efficiently orchestrating these complex, interconnected environments efficiently.

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Top 10 DevOps Tools and Platforms to Excel in Operations

Article | March 19, 2024

Enhancing efficiency aimed at significantly boosting businesses’ productivity for DevOps engineers to foster innovation in organizational practices with the top DevOps tools and their characteristics. Contents 1. Introduction 2. How to Select Right Tools for DevOps 3. Why DevOps Tools Are Crucial in Operations 4. Best Tools for DevOps Operations 4.1 ClickUp 4.2 GitHub 4.3 Teamwork.com 4.4 Intigriti 4.5 SonarLint 4.6 Shortcut 4.7 BugSnag 4.8 Honeycomb 4.9 DevTrack 4.10 Codefresh 5. Wrap Up 1. Introduction In DevOps, the judicious selection of tools is critical for optimizing software development and operational workflows. Given the plethora of available options, it is imperative for organizations to discern and select tools that align precisely with their unique requirements. This article delves into the strategic selection of DevOps tools, showcasing prominent solutions tailored to enhance different stages of the development lifecycle and their listed-out features. By focusing on tools that promise enhanced performance and innovation, businesses can ensure that their operations are both efficient and forward-thinking. 2. How to Select Right Tools for DevOps In DevOps, selecting the right set of tools is crucial for enhancing software development and deployment processes. Rather than adopting monolithic all-in-one solutions, which restrict flexibility and leads to vendor lock-in, a strategic approach lies in selecting specialized tools for specific functions. This methodology ensures optimal performance and supports scalability and innovation. Effective integration of these tools into a cohesive system is essential, and regular evaluations should be conducted to ensure they continue to meet the strategic goals of the organization. Adopting this tailored approach helps create a robust, adaptable, and high-performing DevOps environment that is aligned with the organization’s unique requirements and objectives. 3. Why DevOps Tools Are Crucial in Operations In 2024, DevOps transformation is evident with the adoption of AI and other intelligent technologies, enhancing efficiency and security throughout the development and operational phases. Notably, the integration of generative AI into AIOps tools is set to revolutionize anomaly detection and root cause analysis, markedly improving metrics like Mean Time to Detection (MTTD) and Mean Time to Repair (MTTR). Speaking of Generative AI, it is valued at $1.5B and the market is expected to expand at a CAGR of around 15% through 2025. Additionally, the deepening of DevSecOps practices will further embed security within the DevOps workflow, ensuring robust application security from development through deployment. The move towards serverless architectures will also streamline application deployment and maintenance, significantly reducing overhead. Concurrently, the rise of MLOps illustrates a growing emphasis on managing the unique demands of machine learning model deployments, promoting seamless collaboration between data scientists, ML engineers, and IT operations. This shift towards more autonomous operational models shows an increasing graph in the traction of NoOps, aiming to minimize manual intervention by creating self-regulating systems. Similarly, GitOps continues to extend DevOps principles, such as version control and continuous integration/continuous deployment, to infrastructure management, enhancing efficiency, particularly in Kubernetes environments. The evolution of ChatOps into a more dynamic orchestration tool within DevOps reflects these overarching trends, aiming to bolster development workflows and CI/CD pipelines while improving the overall developer experience to align more closely with strategic business objectives. 4. Best Tools for DevOps Operations To smoothen the DevOps operations for DevOps engineers, several tools are used along with automation and innovation. Below are some of the top tools in DevOps and their specific features that sets them apart from other tools. 4.1ClickUp ClickUp is a comprehensive productivity DevOps platform designed to cater to diverse work preferences across various teams. By amalgamating functionalities such as AI, project management, document collaboration, whiteboards, spreadsheets, and goal setting into one unified system, ClickUp aims to abolish the need for multiple workplace tools, promoting efficiency and saving users approximately one day each week. It offers features for roadmap collaboration, sprint backlogs, issue detection and tracking, workflow automation, and Git tool integration. Additionally, its agile dashboard enhances real-time progress monitoring, furthering its mission to boost productivity across the board. Key Features: Tasks and Project Management: ClickUp offers comprehensive tools for task assignment, scheduling, and progress tracking. Customization: The platform can be easily customized to fit the specific needs of any team. Goals and Progress Tracking: ClickUp enables the setting and monitoring goals, facilitating better alignment and achievement. Whiteboards: For brainstorming and visual planning, offering a versatile space for ideas and strategies. Calendars and Scheduling: Helps plan and organize deadlines, meetings, and events. 4.2GitHub GitHub is a hub for global software development, providing a robust, AI-enhanced platform utilized by millions, from individual developers to Fortune 50 companies for DevOps engineers. As a comprehensive solution for the DevOps lifecycle, GitHub facilitates the creation, scaling, and delivery of secure software by integrating automation, collaboration tools, and AI capabilities, including the innovative GitHub Copilot for AI-powered code suggestions. This platform notably enhances developer efficiency and collaboration by reducing the need for context switching and fostering innovation through AI-driven tools, which are reported to increase job satisfaction for developers. Main attributes: Collaborative Code Sharing and Review: GitHub makes it easy to share code with others, facilitating collaborative review and contributions. AI-powered Development Tools: Utilizes AI to enhance coding efficiency and accuracy, helping developers write better code faster. Project Management Tools: Integrated project management features, including issue tracking, project boards, and more, to streamline development workflows. Secure Development Environment: Offers comprehensive security features to protect code and ensure safe development practices. 4.3Teamwork.com Teamwork.com, a DevOps tool, offers an unparalleled project management solution tailored for client-centric work, enabling businesses to centralize project, team, and client management within a single platform. Engineered to ensure timely delivery within budget, Teamwork.com facilitates comprehensive planning, resource and workload management, and collaboration among team members and clients, with the flexibility to accommodate any project size or type. Moreover, Teamwork.com enhances productivity through DevOps automation, customizable templates, and seamless integration with a wide array of tools, supported by a suite of applications for various devices and platforms. Core functionalities: Integrated Project Management: Streamlines planning, execution, and reporting of client projects. Time Tracking and Budgeting: Ensures accurate tracking of project hours and budget management. Resource Allocation: Facilitates optimal assignment of tasks and resources to ensure project success. Project Performance Visibility: Offers insights into project status, helping teams stay on track and make informed decisions. Profitability Reports: Provides detailed analyses of project and overall business profitability. 4.4Intigriti Intigriti offers a platform that facilitates continuous and realistic security testing through a global community of ethical hackers. With a focus on agile, continuous security testing beyond the scope of traditional penetration testing, Intigriti ensures 24/7 protection of digital assets, making cybersecurity both cost-effective and efficient for businesses of all sizes. The platform supports seamless integration into existing security workflows, offering real-time vulnerability reports and swift identification of critical issues, typically within 48 hours. Major aspects: Global Community of Ethical Hackers: Access to 70,000 security researchers providing unique insights and expertise. Comprehensive Security Testing Services: Includes bug bounties, VDPs, and hybrid pen tests. Realistic Threat Testing: Security assessments mimic the methods of actual attackers to identify vulnerabilities. Real-Time Vulnerability Reports: An interactive platform offering immediate updates on discovered vulnerabilities. Live Hacking Events and Reward Services: Engages the community and incentivizes the discovery of security flaws. 4.5SonarLint SonarLint caters to a broad spectrum of coding needs for developers and development teams, ensuring adherence to best practices for clean code. SonarLint, a free IDE extension, operates like a spell checker for code, identifying bugs and vulnerabilities in real-time across 30 programming languages, thereby preventing issues before code commitment. Trusted by over 400,000 organizations worldwide, Sonar's solutions are pivotal in enabling developers to focus on their passion, delivering value-driven, secure software efficiently. Its ability to integrate directly into the developer's workflow within their preferred IDE, providing immediate feedback without disrupting the development process, sets it apart from other developer tools. This real-time analysis and the educational aspect of its remediation guidance not only help in fixing issues quickly but also contribute to long-term skill development. Distinctive properties: Real-Time Feedback: Instantly highlights code issues as they are written. Integration with Popular IDEs: Works seamlessly with Eclipse, IntelliJ, Visual Studio, and VS Code. Clean Code Rules: Leverages over 5,000 rules for identifying bugs and security vulnerabilities. Contextual Guidance: Offers detailed explanations and remediation guidance to help developers improve their coding skills. 4.6Shortcut Shortcut stands out as a premier project management platform specifically engineered for software development, enabling comprehensive team integration across organizations to optimize product building. The platform offers an array of features including Kanban Boards, Sprints, Docs, custom roadmaps, and integrated goal-setting tools, which are designed to streamline workflows, enhance collaboration, and ensure that teams remain focused on delivering high-quality software efficiently. With GDPR and SOC2 compliance, Shortcut ensures robust security and scalability, accommodating teams ranging from small startups to large organizations, thereby affirming its role as a critical tool in modern software development environments. Fundamental qualities: Customizable Kanban Boards and Sprints: Facilitate detailed planning and progress tracking. Collaborative Docs: Enable real-time editing and dynamic content integration. Curated Roadmaps and Goal Alignment: Help visualize plans and connect projects to strategic objectives. Comprehensive Reporting Tools: Include progress burndown and historical insights for enhanced decision-making. Extensive Integration Options: From GitHub to Slack, improving functionality and user experience. API Access and Custom Integrations: Allow for tailored adaptations to diverse team needs. High Security and Scalability: Meets top industry standards with GDPR and SOC2 compliance, plus robust privacy features. 4.7BugSnag BugSnag, a developer-first observability platform, empowers over 6,000 leading engineering teams worldwide, including prominent organizations like Lyft and Yelp, to enhance application performance and user satisfaction. BugSnag’s suite of features includes real user and error monitoring, which leverages real user data for accurate performance insights and diagnostics, enabling developers to prioritize and fix critical issues efficiently. The platform supports various technologies, including JavaScript, React, iOS, Android, and more, ensuring comprehensive coverage. BugSnag’s commitment to reducing roadmap risks while driving revenue through premium app performance makes it an essential tool for modern software teams aiming to innovate swiftly and deliver bug-free, high-quality applications. Important specifications: Real User Monitoring: Enhances application performance based on actual user data. Error Monitoring: Provides deep insights into application health and facilitates streamlined debugging. Support multiple technologies, including JavaScript, iOS, Android, React, and more. Scalable Solutions: Offers enterprise-level capabilities with predictable pricing. Expert Customer Support: Dedicated subject matter experts who assist with app performance optimization. 4.8Honeycomb Honeycomb provides an advanced observability platform engineered to elevate problem-solving capabilities for cloud applications. It integrates logs, metrics, and traces into one coherent dataset backed by a sophisticated query engine. This integration allows engineers to swiftly pinpoint and resolve issues from a unified interface, greatly enhancing system understanding and operational response times. The platform also supports defining and tracking Service Level Objectives (SLOs) with detailed event data insights, providing a deeper understanding of incident impacts. Key Features: Powerful Query Engine: Enables fast, effective incident investigation and problem-solving directly from the user interface. Intelligent Data Sampling: Balances cost-efficiency with data availability, maintaining access to crucial debugging information. Debuggable SLOs: Extends beyond simple metrics to offer detailed insights into underlying event data, enhancing visibility into system performance. Rapid Query Response: Honeycomb's unique database architecture delivers query results in seconds, identifying critical issues that traditional logs and metrics might miss. 4.9DevTrack DevTrack, a product of TechExcel, provides a comprehensive suite of customizable DevOps software tailored to meet the complex needs of enterprise-level development and operations. With tools like DevTrack, TechExcel offers robust solutions for requirements management, task management, and comprehensive test management, supporting both agile and traditional development methodologies. The platform is designed for high customization with open APIs for seamless integration. Key Highlights: Agile and Traditional Planning Support: Includes Gantt charts and scrum boards for flexible project management. Integrated Requirements and Testing: Links tasks with requirements and testing for improved traceability. Customizable Workflow and Permissions: Ensures adherence to internal standards and controls access effectively. Real-Time Reporting and Dashboards: Provides insights into project status and health. Comprehensive Defect Tracking: Manages and prioritizes defects within the development cycle. Scalable Across Industries: Offers specific tools and integrations for healthcare, education, and game development sectors. Robust API and Integration Support: Facilitates integration with existing enterprise systems and third-party applications. 4.10Codefresh Codefresh is a CI/CD platform tailored for cloud-native applications, emphasizing speed, reliability, and efficiency in software deployment processes. This platform is trusted globally for its robust build caching, powerful parallelization, and intuitive, scalable pipelines, all designed to enhance developer and DevOps experiences. The tool stands out for its comprehensive Kubernetes integration, reducing complexity and aligning with modern deployment practices, including GitOps, facilitated by Argo. Codefresh's deep integrations with leading tools and its marketplace for pipeline steps ensure seamless workflows, enabling rapid, safe, and resilient software deliveries. Notable advantages: Parallelization: Accelerates build times and unblocks developers. Progressive Delivery and Automated Rollbacks: Enhances reliability and reduces deployment risks. Comprehensive Kubernetes and Argo Integration: Optimizes cloud-native application deployments. Extensive Visibility: Offers insights into the entire software lifecycle. Flexible Pipeline Management: Supports DRY principles with extensible triggers and templates. 5. Wrap Up Selecting the right DevOps tools is not just about filling technology gaps. It is about creating a cohesive ecosystem that aligns with strategic business goals and enhances team capabilities. By choosing tools that offer specific functionalities for different segments of the development and deployment process, organizations can ensure a more efficient, scalable, and innovative operation. Looking ahead, the evolution of DevOps tools is about to increasingly integrate with emerging technologies, enhancing automation and predictive capabilities. This integration will streamline processes along with predicting potential bottlenecks and suggesting optimal workflows. This will help further align DevOps strategies with long-term business growth and resilience. As these tools become more interconnected and intelligent, they will play a pivotal role in shaping competitive advantages, enabling organizations to respond more swiftly to market changes and technological advancements.

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Hypermedia APIs: Connecting the Future of API Design

Article | March 1, 2024

Discover about the implementation of Hypermedia APIs and its pivotal role in digital interconnectivity, benefits for developers and businesses and the key to successful designing for businesses. Contents 1. Introduction to Hypermedia APIs 2. Integrating Hypermedia APIs with Existing IT Ecosystems 3. Benefits of Hypermedia APIs for Developers and Businesses 4. Designing and Implementing Hypermedia APIs 5. The Future of Hypermedia APIs 1. Introduction to Hypermedia APIs Hypermedia, an advancement beyond hypertext, comprises a variety of media types, including text, images, audio, video, and animated graphics, among others. Image links are the most prevalent type of Hypermedia link; they direct the user to another page. It finds utility in an extensive range of contexts, encompassing qualitative research, electronic examination, and advanced learning. Hypermedia APIs represent a paradigm shift in digital interconnectivity, moving beyond the constraints of traditional APIs to forge a path where adaptability and intelligence are embedded within API design. This approach equips APIs with the skills to foster a more autonomous and interoperable ecosystem. Through seamless integration of navigational controls, these APIs transcend linear communication, facilitating a rich, conversational interaction that mirrors human dialogue, enhancing client autonomy and fostering agile development. The HATEOAS constraint is applied by an API when it provides Hypermedia links that are context-sensitive and vary depending on the user's location within the API and the features and functionality currently accessible to the consumer. [Histogram as the Engine of Application State (HATEOAS)] The transition towards such Hypermedia architectures necessitates a gradual, iterative adoption strategy, recalibrating the developer mindset towards a more flexible, creative approach to API construction. This is a cultural shift poised to redefine the digital landscape with future-proof connections that not only serve present needs but anticipate and evolve with the inexorable march of technological progress. 2. Integrating Hypermedia APIs with Existing IT Ecosystems From a strategic perspective, the decision to integrate Hypermedia APIs necessitates careful consideration of existing IT architectures, the readiness of the organization for digital transformation, and alignment with business objectives. The process typically involves the evaluation of current API strategies, the identification of potential integration points, and the formulation of a comprehensive implementation plan that addresses technical, operational, and cultural challenges. Moreover, the evolution of Hypermedia APIs and their adoption foster enhanced collaboration between IT and business units, encouraging a more iterative and feedback-driven development process. This collaborative approach is instrumental in ensuring that the API ecosystem evolves in harmony with business needs, facilitating the development of more customer-centric solutions and services. For security and governance, the integration of Hypermedia APIs introduces additional considerations. It is imperative that organizations implement robust security measures to safeguard against potential vulnerabilities and ensure compliance with regulatory requirements. This includes the adoption of best practices in API security, such as authentication, authorization, encryption, and regular security assessments. 3. Benefits of Hypermedia APIs for Developers and Businesses Hypermedia APIs offer a path toward more dynamic, flexible, and intuitive digital interactions, presenting substantial benefits for developers and businesses alike. By embracing these advantages, organizations can build more resilient, adaptable, and user-focused digital services that are prepared for the future of technology. The benefits of Hypermedia APIs in connectivity include the following: Information regarding the links necessary to initiate a change in the state of a resource is supplied by Hypermedia controls. By dynamically providing links to available actions based on the user's current context and permissions, Hypermedia APIs can inherently offer a more secure interface. By enabling the transfer of data and the execution of operations between software systems, APIs engage in communication with clients. The incorporation of hyperlinks and navigational data into API responses is a critical function of Hypermedia in enhancing this interaction. This model allows for a more stateful interaction, where clients can navigate through the application's resources much like browsing a web page, making the API more discoverable and easier to use. Complexity reduction through semantic links and resource state Enhanced developer experience and creativity Allows clients to discover actions and resources dynamically. Their dynamic and self-descriptive nature allows for seamless evolution alongside technological advancements, ensuring longevity and relevance. 4. Designing and Implementing Hypermedia APIs Before diving into design and implementation, it's crucial to understand the different Hypermedia formats available, such as HAL, JSON-LD, Siren, or Collection+JSON. Each type has its own set of conventions for representing resources and their relationships. The choice of hypermedia format influences the design of Hypermedia API. Below are the steps and API best practices to be followed for Hypermedia API- implementation: Resource Identification and Definition: The API must clearly identify and define its resources, which are central to its domain, such as users, products, or orders in an e-commerce system. Attributes and relationships among these resources should be meticulously detailed. Representation of Resources: It is imperative that resources are represented comprehensively in responses, incorporating attributes and demonstrating relationships and links to other resources. These representations enable dynamic navigation through the API by clients. Inclusion of Hypermedia Controls: The API should explicitly include Hypermedia Controls in its resource representations. These controls inform clients about the available operations on a resource at any given time, encompassing CRUD operations and other specific actions, thereby facilitating a stateless interaction model. Comprehensive Documentation: Despite the self-discoverable nature of Hypermedia APIs, comprehensive documentation is essential. This documentation should cover the high-level structure and concepts of the API, provide an overview of resource types and their representations, and include examples of requests and responses to aid developers. API Versioning Strategies: Given the dynamic nature of Hypermedia APIs, adopting strategies for versioning is crucial to managing changes without disrupting client interactions. Techniques such as URI versioning or employing custom media types are recommended to address potential breaking changes effectively. Framework Selection and Implementation: The selection of a suitable framework that inherently supports or can be adapted for Hypermedia is crucial for the API's implementation. This involves configuring routes and endpoints, processing requests, generating dynamic responses with appropriate Hypermedia controls, and maintaining statelessness. Thorough API Testing: Rigorous testing of the API is essential to validating its behavior, including the testing of individual resources, Hypermedia controls' dynamics, and the overall user flow. Automation tools that cater to Hypermedia APIs can enhance testing efficiency. Robust Security Measures: Implementing robust authentication and authorization mechanisms is paramount for securing the API. Techniques such as OAuth2 should be employed to safeguard sensitive data during transmission and storage. Promotion of Interoperability: The API should be designed as a component within a larger ecosystem, emphasizing interoperability with other systems through open standards and a multilingual infrastructure, facilitating its role in broader digital interactions. Utilization of Meaningful Metrics: Monitoring API usage and extracting actionable metrics is vital for assessing its performance and guiding its evolution. Real-time feedback mechanisms offer insights into system health and user behavior, supporting continuous refinement. 5. The Future of Hypermedia APIs Hypermedia APIs, utilizing the HATEOAS constraint, offer a dynamic and context-sensitive way to navigate and interact with web services, enabling a conversational interaction that enhances client autonomy and agility in development. The integration of Hypermedia APIs into existing IT ecosystems requires careful planning, evaluation of current strategies, and a collaborative approach between IT and business units to align with organizational goals and ensure security. For developers and businesses, Hypermedia APIs bring numerous benefits to the table. Additionally, the selection of an appropriate framework, thorough testing, robust security measures, promotion of interoperability, and utilization of meaningful metrics are essential for the successful deployment of Hypermedia APIs. Because of their capacity to foresee and respond to technological advancements, Hypermedia is well-positioned to continue growing and evolving API development, ensuring future-proof connections within the digital landscape. This evolution is expected to foster more autonomous, flexible, and interoperable web services, contributing to the development of a more connected and intelligent digital ecosystem.

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Application Development Platform

DevSecOps for APIs: Security Tools for Development Pipeline

Article | March 18, 2024

Discover the critical integration of security tools into the API development lifecycle for exploration of API DevSecOps. Learn how leading providers are shaping the future of secure API integration. Contents 1. What is API DevSecOps? 2. Ensuring API Security Within DevSecOps Framework 3. Why API Security is Important in 2024 4. Top Providers in DevSecOps for APIs 4.1. Postman 4.2. WSO2 API Manager 4.3. Stoplight 4.4. Jitterbit 4.5. Tray.io 4.6. Workato 4.7. SnapLogic Intelligent Integration Platform 4.8. Kong API Gateway 4.9. CData Arc 4.10. Parasoft SOAtest 5. Wrap Up 1. What is API DevSecOps? API DevSecOps marks a significant evolution in cybersecurity, intertwining security deeply within the API development lifecycle. This approach, a natural extension of DevSecOps, mandates that security is not an add-on but a fundamental, integrated component from the outset of API design and development. It shifts the paradigm from reactive security measures to proactive, embedding security considerations and tests throughout the continuous integration and deployment (CI/CD) processes. This integration ensures that vulnerabilities are addressed promptly, fostering a security culture among all team members. API DevSecOps enhances the security of digital architectures and reinforces the collective responsibility of developers, security specialists, and operations teams to maintain robust security standards. API security within the DevSecOps framework represents a cultural and technological shift towards more secure, resilient, and trustworthy software development in an increasingly API-driven world. 2. Ensuring API Security Within DevSecOps Framework In the digital ecosystem, application programming interfaces have transformed from mere technical tools to the foundational pillars of modern software architecture. In the hustle to foster innovation and accelerate development cycles, organizations are often guilty of relegating API security to an afterthought. APIs must undergo a paradigm shift in their perception from being backstage tech to front-and-center of our security consciousness. In the triad of confidentiality, integrity, and availability (CIA), API security directly influences each pillar. Integrating API Security in DevSecOps: API Security Best Practices DevSecOps, a methodology uniting development, security, and operations through agile practices, offers a robust framework for safeguarding APIs. Unlike traditional monolithic security models, DevSecOps ingrains security into the DevOps toolchain and culture, mandating security as a critical component of application development. Integrating API security within the DevSecOps pipeline involves several domains: Risk Assessment and Prevention: Start by conducting a comprehensive risk analysis of the API ecosystem. Identify potential attack surfaces and employ preventive measures such as rate limiting, authentication, and encryption. Consistent Monitoring and Response: Real-time monitoring for malicious activity is indispensable. Anomalous behavior should trigger responsive actions, from automatic lockdowns to detailed forensic investigations. Secure by Design: Developers must understand the importance of building secure API endpoints from the ground up. This means adhering to industry best practices, employing standardized frameworks, and coding defensively. The principles of DevSecOps for APIs are rooted in agility, continuous integration and deployment. This empowers development teams to move fast, react and adapt quickly to emerging threats. 3. Why API Security is Important in 2024 In 2024, the security of APIs will emerge as a crucial element in safeguarding digital integrity and fostering confidence. APIs, essential for facilitating digital communication and promoting innovation in several fields, including e-commerce and the Internet of Things, present significant security vulnerabilities. With the potential for hackers to exploit these vulnerabilities and the complexity of modern cyber threats, including tactics such as state-sponsored espionage and ransomware, the requirement for advanced security methods beyond traditional firewalls and passwords becomes urgent. To ensure the security of APIs, authentication methods like OAuth, encryption, and tokenization must be used to protect data while it is being transmitted. API gateways are crucial in managing traffic, validating real-time requests, and enhancing overall security. Following the best practices for securing APIs in a DevOps environment, along with integrating DevSecOps tools with systems, gives way to successful businesses. 4. Top Providers in DevSecOps for APIs Below are the DevSecOps tools for providing security within the development pipeline: 4.1. Postman Postman, recognized as the foremost API platform globally, has redefined the paradigm of API development by simplifying every aspect of the process. Its efficiency accelerates the creation of superior APIs, catering to the diverse needs of over 30 million developers and 500,000 organizations worldwide. With a suite of comprehensive features, Postman facilitates seamless collaboration among teams, ensuring that APIs are built faster and adhere to the highest standards of quality and governance. Postman's widespread trust among Fortune 500 companies and millions of developers highlights its scalability and dependability. Through robust collaboration tools, Postman fosters teamwork, driving innovation and productivity across distributed teams. In essence, Postman empowers organizations to unleash their full potential in the digital realm through agile, high-quality API development. 4.2. WSO2 API Manager Delivering seamless and secure experiences for all users is paramount, whether they are employees, consumers, business customers, or partners. At the core of exceptional digital experiences lies identity and access management (IAM), and WSO2 offers the flexible and extensible IAM solution needed to realize this vision. Whether it's enabling consumer-facing applications (B2C), facilitating secure access for business customers (B2B), or accelerating government digital transformation (G2C), WSO2's IAM solutions cater to diverse use cases. With features like passwordless authentication and seamless app integration, WSO2 enhances workforce productivity while maintaining robust security standards. Additionally, WSO2's API Access Management solutions protect critical APIs by enforcing authentication, authorization, federation, and privacy, ensuring effective and efficient API security at any scale. 4.3. Spotlight Spotlight stands as one of the top DevSecOps API tools in security providing, fast-paced world of technology and offering a suite of trusted tools that empower software development teams worldwide. These tools provide comprehensive visibility into end-to-end quality, covering test management, automation, the API development lifecycle, and application stability. With award-winning products like SwaggerHub, TestComplete, and ReadyAPI, Spotlight ensures that each software release surpasses the previous one in terms of quality and reliability. Through an active peer-to-peer community and a commitment to ethical corporate practices, Spotlight meets and exceeds customer expectations, making a positive impact in the communities it serves. 4.4. Jitterbit Rooted in iPaaS and driven by a bold hyper-automation vision, Jitterbit is at the forefront of integrating critical business processes and fostering innovative application development. Its mission is to empower enterprises of all sizes to accelerate their digital journey and scale their businesses by delivering the needed experiences and insights. The solutions and services cater to industry-standard use cases and bespoke scenarios, empowering business leaders to enhance productivity, mitigate risk, boost revenue, and create exceptional customer and employee experiences. An award-winning low-code integration platform connects systems and applications, manages APIs, and handles EDI transactions. Vinyl, its enterprise low-code application development platform, also enables the creation of scalable, end-to-end, secure enterprise applications. 4.5. Tray.io Tray.io stands at the forefront of the integration platform as a service (iPaaS) industry, redefining the paradigms of IT and business process automation with its pioneering Universal Automation Cloud. Distinguished by its AI-powered capabilities, this platform accelerates the integration process from months to days, facilitating a seamless connection between diverse systems and processes. Tray.io's solution is designed to simplify the enterprise tech stack and dismantle departmental barriers, thereby expediting digital transformation across organizations. The platform's commitment to composability, elasticity, observability, governance, security, and control ensures that enterprises can develop and scale their integrations and automation collaboratively and efficiently, underpinning Tray.io's position as a leader in driving next-generation digital initiatives. 4.6. Workato Workato emerges as a revolutionary force in AI-powered enterprise automation, offering a solution that accelerates the creation and implementation of automation by a factor of ten compared to traditional platforms. The platform's security and governance features are best-in-class, ensuring enterprises can scale confidently knowing their performance and availability needs are met without compromise. Esteemed by over 17,000 global brands such as Broadcom, Intuit, and Box, Workato's reputation for enabling rapid, secure, and scalable enterprise automation is well-founded. Moreover, its API management features offer a centralized platform for securely creating, managing, and governing APIs, enhancing operational efficiency and decision-making with real-time insights. 4.7. SnapLogic Intelligent Integration Platform SnapLogic Intelligent Integration Platform (IIP) epitomizes API management and development, presenting a robust platform that empowers enterprises to scale their API strategies efficiently. By offering a comprehensive self-service solution, IIP enables the seamless creation, management, and security of API integrations, unlocking the potential of microservices, data, and applications. SnapLogic platform represents a transformative approach to API management and development, offering a scalable, secure, and user-friendly platform that supports enterprises in harnessing the full potential of their digital resources. A well-orchestrated API management strategy via SnapLogic brings numerous benefits, including robust security and governance mechanisms that allow for the organization-wide application of custom or pre-built security policies. These policies safeguard APIs and streamline their roll-out, significantly reducing the risk of service disruptions due to security lapses. 4.8. Kong API Gateway Kong API Gateway represents a transformative force in API management, setting a benchmark for companies aiming to adopt an API-first approach. Its unified, cloud-native API platform stands out for its ease of use and versatility, which makes it capable of operating seamlessly across any environment. This agility fosters developer productivity, ensures the automation of security measures and enhances API and microservices performance at scale. It addresses critical industry challenges, including the increased risk of breaches due to custom code for authentication and authorization, the difficulty in identifying security threats amidst the proliferation of services, and the slow resolution time for identifying compliance violations and service disruptions. The Kong API Gateway platform facilitates robust security, governance, and compliance measures by offering visibility and empowering application teams. 4.9. CData Arc CData Software revolutionizes data accessibility by providing a seamless, efficient way to expose data through APIs from a multitude of sources like SQL Server, MySQL, MongoDB, and more. Their API Server allows for easy creation and management of APIs, supporting formats such as OData, REST, JSON, and SOAP, ensuring data can be published across various platforms, including cloud environments. Key features include comprehensive API management with monitoring, logging, and rate limiting, along with robust security protocols like SSL encryption and access control. This platform enables rapid API deployment without extensive coding, facilitating secure, scalable, and efficient data integration across applications and systems. 4.10. Parasoft SOAtest Parasoft streamlines the process of delivering secure, reliable, and compliant software through its integrated suite of automated testing tools, catering to embedded, enterprise, and IoT markets.. This suite encompasses everything from deep code analysis and unit testing to web UI and API testing, service virtualization, and complete code coverage, efficiently integrating these elements into the delivery pipeline. Parasoft offers security testing on APIs, designed to uncover security vulnerabilities and misconfigurations in APIs that could expose sensitive business functions to attackers. Parasoft's approach to API security testing is comprehensive, enabling testers to embed security within QA functional testing to identify and mitigate risks proactively. 5. Wrap Up The future of DevSecOps tools for APIs promises advancements such as AI-driven solutions and the shift-left security' method, which involves including security considerations in DevOps pipeline in the API design process.. The primary objective of these innovations is to proactively identify and address vulnerabilities and cultivate a development culture that highly emphasizes security. Within the intricate digital transformation process, API security emerges as a pivotal and dynamic obstacle that necessitates ongoing attentiveness and ingenuity. Therefore, ensuring the security of APIs is of utmost importance to maintain connectivity and security in an ever-more digitalized society.

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OneStream Networks is purpose-built for enterprise-grade cloud-based SIP trunking, unified communications, contact center services, data networking and security services. With availability in 200+ countries, global strategic peering networks, geo-redundant POPs and multi-provider SD-WAN and MPLS transport options, OneStream delivers unparalleled scope and reach for advanced cloud-based voice, UC, data and security.

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AI and Big Data Expo North America announces leading Speaker Lineup

TechEx Events | March 07, 2024

AI and Big Data Expo North America announces new speakers! SANTA CLARA, CALIFORNIA, UNITED STATES, February 26, 2024 /EINPresswire.com/ -- TheAI and Big Expo North America, the leading event for Enterprise AI, Machine Learning, Security, Ethical AI, Deep Learning, Data Ecosystems, and NLP, has announced a fresh cohort of distinguishedspeakersfor its upcoming conference at the Santa Clara Convention Center on June 5-6, 2024. Some of the top industry speakers set to take the stage are: - Sam Hamilton - Head of Data & AI – Visa - Dr Astha Purohit - Director - Product (Tech) Ops – Walmart - Noorddin Taj - Head of Architecture and Design of Intelligent Operations - BP - Temi Odesanya - Director - AI Governance Automation - Thomson Reuters - Katie Sanders - Assistant Vice President – Tech - Union Pacific Railroad - Prasanth Nandanuru – SVP - Wells Fargo - Rodney Brooks - Professor Emeritus - MIT These esteemed speakers bring a wealth of knowledge and expertise to an already impressive lineup, promising attendees a truly enlightening experience. In addition to the speakers, theAI and Big Data Expo North Americawill feature a series of presentations covering a diverse range of topics in AI and Big Data exploring the latest innovations, implementations and strategies across a range of industries. Attendees can expect to gain valuable insights and practical strategies from presentations such as: How Gen AI Positively Augments Workforce Capabilities Trends in Computer Vision: Applications, Datasets, and Models Getting to Production-Ready: Challenges and Best Practices for Deploying AI Ensuring Your AI is Responsible and Ethical Mitigating Bias and Promoting Fairness in AI Systems Security Challenges in the Era of Gen AI and Data Science AI for Good: Social Impact and Ethics Selling Data Democratization to Executives Spreading Data Insights across the Business Barriers to Overcome: People, Processes, and Technology Optimizing the Customer Experience with AI Using AI to Drive Growth in a Regulated Industry Building an MLOps Foundation for AI at Scale The Expo offers a platform for exploration and discovery, showcasing how cutting-edge technologies are reshaping a myriad of industries, including manufacturing, transport, supply chain, government, legal sectors, financial services, energy, utilities, insurance, healthcare, retail, and more. Attendees will have the chance to witness firsthand the transformative power of AI and Big Data across various sectors, gaining insights that are crucial for staying ahead in today's rapidly evolving technological landscape. Anticipating a turnout of over 7000 attendees and featuring 200 speakers across various tracks, AI and Big Data Expo North America offers a unique opportunity for CTO’s, CDO’s, CIO’s , Heads of IOT, AI /ML, IT Directors and tech enthusiasts to stay abreast of the latest trends and innovations in AI, Big Data and related technologies. Organized by TechEx Events, the conference will also feature six co-located events, including the IoT Tech Expo, Intelligent Automation Conference, Cyber Security & Cloud Congress, Digital Transformation Week, and Edge Computing Expo, ensuring a comprehensive exploration of the technological landscape. Attendees can choose from various ticket options, providing access to engaging sessions, the bustling expo floor, premium tracks featuring industry leaders, a VIP networking party, and a sophisticated networking app facilitating connections ahead of the event. Secure your ticket with a 25% discount on tickets, available until March 31st, 2024. Save up to $300 on your ticket and be part of the conversation shaping the future of AI and Big Data technologies. For more information and to secure your place at AI and Big Data Expo North America, please visit https://www.ai-expo.net/northamerica/. About AI and Big Data Expo North America: The AI and Big Data Expo North America is a leading event in the AI and Big Data landscape, serving as a nexus for professionals, industry experts, and enthusiasts to explore and navigate the ever-evolving technological frontier. Through its focus on education, networking, and collaboration, the Expo continues to be a beacon for those eager to stay at the forefront of technological innovation. “AI and Big Data Expo North Americais a part ofTechEx. For more information regardingTechExplease see onlinehere.”

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PSPDFKit Leads the AI Revolution in Intelligent Document Processing with Release of XtractFlow

PSPDFKit | January 23, 2024

PSPDFKit, a leading document processing and manipulation platform, announces the release of XtractFlow – a groundbreaking intelligent document processing (IDP) engine powered by generative AI. XtractFlow provides advanced automation for large-scale document classification and data extraction across a broad range of formats, with human-level accuracy. Due to the vast and varied document landscape, traditional IDP platforms are inefficient to run, requiring more resources, time and complex processes. Developers and automation project managers may require several days for setup and deployment of document classification, as well as face complexities with data extraction workflows when working with a broad range of formats in order to achieve high levels of accuracy. This is exacerbated by the limitation of using templates and pre-set patterns to extract data. XtractFlow addresses these challenges by simplifying setup and deployment to a single day and using generative AI from OpenAI and Azure in the first release to intelligently identify the document format, classify the types of documents co-mingled in unstructured storage, and consistently extract data, regardless of its location in the document, with human-level accuracy. AI-Powered Features Supports Hundreds of Formats XtractFlow efficiently extracts data from hundreds of document formats, including PDF, JPEG, Office and CAD files, regardless of document complexity. Automate Document Classification With minimal setup, XtractFlow automatically categorizes documents including contracts, legal filings, lab reports, bank statements and more, in high-volume workflows. Developers can easily customize deployment with either the XtractFlow SDK or API. Extract Data Accurately and Effortlessly XtractFlow effortlessly interprets and retrieves the data users need, avoiding extensive coding and the strict rules for data extraction with a no-code approach, and enables a natural-language experience for the end users. "We've always felt we could go far beyond traditional IDP technology — more accuracy and more intelligence — along with less work spent setting and tuning it for specific workflows," says Miloš Đekić, Vice President of Product Management at PSPDFKit. "Generative AI has enabled us to deliver XtractFlow and bring human-level accuracy to document classification and data extraction in a way that significantly accelerates time to value for our customers." XtractFlow supports PSPDFKit customer data security standards with a strict non-storage policy and aligns with global data retention standards, ensuring integrity and security at every step of your applications and business processes. About PSPDFKit PSPDFKit is helping the world innovate beyond paper with its developer tools, API services, and low-code solutions covering the entire document lifecycle from creation, manipulation, real-time collaboration, signing and markup. The company's products cover all major platforms and support a wide range of programming languages and can be deployed on-premise or in the cloud with ease and at any scale. PSPDFKit has earned its developer first reputation by pioneering products that are easily integrated, completely customizable to fit any deployment and workflow, and trusted by startups, SMBs and some of the largest multinational enterprises.

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ON24 Unveils its Next Generation Platform, Unleashing a New Era of AI-powered Intelligent Engagement

ON24 | January 24, 2024

Today, ON24 marks the next chapter of its innovation strategy with the launch of its next generation intelligent engagement platform. With AI-powered intelligence at the core, ON24 will now enable enterprises to continuously engage audiences through hyper-personalized experiences that deliver connected insights and drive cost-efficient revenue growth. “AI will fundamentally reshape sales and marketing and reimagine the customer experience. This means that sales and marketing teams must embrace AI to innovate and adapt, or risk being left behind,” says Sharat Sharan, co-founder, President and CEO. “With the launch of the ON24 Intelligent Engagement Platform, we are excited to leverage our unique foundation of first-party data to give our industry-leading customers an AI advantage, so that they can combine best-in-class experiences, personalization and content, to capture and act on connected data and insights at scale to drive revenue growth. And, we believe AI will continue to be a key differentiation for our own business and technology strategy moving forward, powering a new era of intelligent engagement.” Built on its foundation of first-party data, the ON24 Intelligent Engagement Platform combines best-in-class digital experiences, including the company’s flagship webinar, virtual event and content marketing products, with its new AI-powered Analytics and Content Engine (ACE) to provide an integrated go-to-market solution. The platform’s comprehensive set of capabilities will help sales and marketing teams to: Scale personalized experiences: Build best-in-class, branded experiences that reach their prospects and customers at scale and are hyper-personalized for individuals. Automate continuous engagement: Interact with prospects and customers 24/7 through AI-generated content and always-on nurtures. Deliver connected insights: Track audience engagement data across interactions and analyze engagement across key audience segments. Drive revenue growth: Enable data-driven actions across go-to-market teams to generate pipeline and build lifetime customer relationships. “Today’s launch of the ON24 Intelligent Engagement Platform brings our AI innovation together with more than a decade of market leadership, product development and first-party engagement data,” said Jayesh Sahasi, EVP of Product and CTO at ON24. “We believe this will unlock even greater value for our customers, providing AI-powered intelligence that keeps getting smarter, more personalized and more effective over time." ​​About ON24 ON24 is on a mission to help businesses bring their go-to-market strategy into the AI era and drive cost-effective revenue growth. Through its leading intelligent engagement platform, ON24 enables customers to combine best-in-class experiences with personalization and content, to capture and act on connected insights at scale. ON24 provides industry-leading companies, including 3 of the 5 largest global technology companies, 3 of the 5 top global asset management firms, 3 of the 5 largest global healthcare companies and 3 of the 5 largest global industrial companies, with a valuable source of first-party data to drive sales and marketing innovation, improve efficiency and increase business results. Headquartered in San Francisco, ON24 has offices globally in North America, EMEA and APAC. For more information, visit www.ON24.com.

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AI and Big Data Expo North America announces leading Speaker Lineup

TechEx Events | March 07, 2024

AI and Big Data Expo North America announces new speakers! SANTA CLARA, CALIFORNIA, UNITED STATES, February 26, 2024 /EINPresswire.com/ -- TheAI and Big Expo North America, the leading event for Enterprise AI, Machine Learning, Security, Ethical AI, Deep Learning, Data Ecosystems, and NLP, has announced a fresh cohort of distinguishedspeakersfor its upcoming conference at the Santa Clara Convention Center on June 5-6, 2024. Some of the top industry speakers set to take the stage are: - Sam Hamilton - Head of Data & AI – Visa - Dr Astha Purohit - Director - Product (Tech) Ops – Walmart - Noorddin Taj - Head of Architecture and Design of Intelligent Operations - BP - Temi Odesanya - Director - AI Governance Automation - Thomson Reuters - Katie Sanders - Assistant Vice President – Tech - Union Pacific Railroad - Prasanth Nandanuru – SVP - Wells Fargo - Rodney Brooks - Professor Emeritus - MIT These esteemed speakers bring a wealth of knowledge and expertise to an already impressive lineup, promising attendees a truly enlightening experience. In addition to the speakers, theAI and Big Data Expo North Americawill feature a series of presentations covering a diverse range of topics in AI and Big Data exploring the latest innovations, implementations and strategies across a range of industries. Attendees can expect to gain valuable insights and practical strategies from presentations such as: How Gen AI Positively Augments Workforce Capabilities Trends in Computer Vision: Applications, Datasets, and Models Getting to Production-Ready: Challenges and Best Practices for Deploying AI Ensuring Your AI is Responsible and Ethical Mitigating Bias and Promoting Fairness in AI Systems Security Challenges in the Era of Gen AI and Data Science AI for Good: Social Impact and Ethics Selling Data Democratization to Executives Spreading Data Insights across the Business Barriers to Overcome: People, Processes, and Technology Optimizing the Customer Experience with AI Using AI to Drive Growth in a Regulated Industry Building an MLOps Foundation for AI at Scale The Expo offers a platform for exploration and discovery, showcasing how cutting-edge technologies are reshaping a myriad of industries, including manufacturing, transport, supply chain, government, legal sectors, financial services, energy, utilities, insurance, healthcare, retail, and more. Attendees will have the chance to witness firsthand the transformative power of AI and Big Data across various sectors, gaining insights that are crucial for staying ahead in today's rapidly evolving technological landscape. Anticipating a turnout of over 7000 attendees and featuring 200 speakers across various tracks, AI and Big Data Expo North America offers a unique opportunity for CTO’s, CDO’s, CIO’s , Heads of IOT, AI /ML, IT Directors and tech enthusiasts to stay abreast of the latest trends and innovations in AI, Big Data and related technologies. Organized by TechEx Events, the conference will also feature six co-located events, including the IoT Tech Expo, Intelligent Automation Conference, Cyber Security & Cloud Congress, Digital Transformation Week, and Edge Computing Expo, ensuring a comprehensive exploration of the technological landscape. Attendees can choose from various ticket options, providing access to engaging sessions, the bustling expo floor, premium tracks featuring industry leaders, a VIP networking party, and a sophisticated networking app facilitating connections ahead of the event. Secure your ticket with a 25% discount on tickets, available until March 31st, 2024. Save up to $300 on your ticket and be part of the conversation shaping the future of AI and Big Data technologies. For more information and to secure your place at AI and Big Data Expo North America, please visit https://www.ai-expo.net/northamerica/. About AI and Big Data Expo North America: The AI and Big Data Expo North America is a leading event in the AI and Big Data landscape, serving as a nexus for professionals, industry experts, and enthusiasts to explore and navigate the ever-evolving technological frontier. Through its focus on education, networking, and collaboration, the Expo continues to be a beacon for those eager to stay at the forefront of technological innovation. “AI and Big Data Expo North Americais a part ofTechEx. For more information regardingTechExplease see onlinehere.”

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PSPDFKit Leads the AI Revolution in Intelligent Document Processing with Release of XtractFlow

PSPDFKit | January 23, 2024

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ON24 Unveils its Next Generation Platform, Unleashing a New Era of AI-powered Intelligent Engagement

ON24 | January 24, 2024

Today, ON24 marks the next chapter of its innovation strategy with the launch of its next generation intelligent engagement platform. With AI-powered intelligence at the core, ON24 will now enable enterprises to continuously engage audiences through hyper-personalized experiences that deliver connected insights and drive cost-efficient revenue growth. “AI will fundamentally reshape sales and marketing and reimagine the customer experience. This means that sales and marketing teams must embrace AI to innovate and adapt, or risk being left behind,” says Sharat Sharan, co-founder, President and CEO. “With the launch of the ON24 Intelligent Engagement Platform, we are excited to leverage our unique foundation of first-party data to give our industry-leading customers an AI advantage, so that they can combine best-in-class experiences, personalization and content, to capture and act on connected data and insights at scale to drive revenue growth. And, we believe AI will continue to be a key differentiation for our own business and technology strategy moving forward, powering a new era of intelligent engagement.” Built on its foundation of first-party data, the ON24 Intelligent Engagement Platform combines best-in-class digital experiences, including the company’s flagship webinar, virtual event and content marketing products, with its new AI-powered Analytics and Content Engine (ACE) to provide an integrated go-to-market solution. The platform’s comprehensive set of capabilities will help sales and marketing teams to: Scale personalized experiences: Build best-in-class, branded experiences that reach their prospects and customers at scale and are hyper-personalized for individuals. Automate continuous engagement: Interact with prospects and customers 24/7 through AI-generated content and always-on nurtures. Deliver connected insights: Track audience engagement data across interactions and analyze engagement across key audience segments. Drive revenue growth: Enable data-driven actions across go-to-market teams to generate pipeline and build lifetime customer relationships. “Today’s launch of the ON24 Intelligent Engagement Platform brings our AI innovation together with more than a decade of market leadership, product development and first-party engagement data,” said Jayesh Sahasi, EVP of Product and CTO at ON24. “We believe this will unlock even greater value for our customers, providing AI-powered intelligence that keeps getting smarter, more personalized and more effective over time." ​​About ON24 ON24 is on a mission to help businesses bring their go-to-market strategy into the AI era and drive cost-effective revenue growth. Through its leading intelligent engagement platform, ON24 enables customers to combine best-in-class experiences with personalization and content, to capture and act on connected insights at scale. ON24 provides industry-leading companies, including 3 of the 5 largest global technology companies, 3 of the 5 top global asset management firms, 3 of the 5 largest global healthcare companies and 3 of the 5 largest global industrial companies, with a valuable source of first-party data to drive sales and marketing innovation, improve efficiency and increase business results. Headquartered in San Francisco, ON24 has offices globally in North America, EMEA and APAC. For more information, visit www.ON24.com.

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