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Studio Digital Feedback Loop Wind River®Studio Digital Feedback Loop optimizes value delivery and operational and maintenance costs throughreal-time analytics and insights informed by OS-level and application-specific data from the edge. Improve fleet visibil-ity and governance with an open, extensible command-and-control center that securely connects the intelligent edgeto your cloud. Identify anomalies and opportunities to improve performance, maintenance, and value delivery throughthe entire lifecycle, from the cloud to the intelligent edge. BENEFITS Fleet Management and Governance Take advantage of continuous, secure access to device inventory, health, and control throughout the system lifecycle, indevelopment and production environments. Reduced Costs Identify and respond to performance, usability, and reliability problems early to reduce downtime and operational andmaintenance costs. Increased Satisfaction and Retention New Revenue Opportunities Perform experiments and analyze user behavior to discover new revenue opportunities and deliver more value. KEY FEATURES Visibility to Assets at the Edge The small-footprint Studio Digital Feedback Loop Edge Agent leverages efficient bandwidth management and adjust-able telemetry rates to provide reliable, cost-effective, real-time visibility into OS- and application-level status and datafrom edge devices. Out-of-the-box support for VxWorks®and Wind River Linux ensure better data-driven decisions tooptimize the health, performance, and maintenance of fielded systems. Command-and-Control Center Studio Digital Feedback Loop provides secure command and control, with role-based access controls and PKI-basedsecure communications over HTTPS, SSH, and TLS. All data is secure in transit and at rest, and the platform managescertificates and secrets to minimize exposure risks. Enlist and manage devices at any scale, with flexible access via GUI, CLI, API, and integration with other tools. Robustsearch and filtering, bidirectional file transfer, and a customizable target command library enable targeted ad hoc andautomated actions. Flexible, Scalable Analytics Studio Digital Feedback Loop provides a flexible data pipeline with hot, warm, and cold paths that provide real-time, nearreal-time, and offline data retention and analysis capabilities, respectively. Customizable data schemas enable accessto data such as telemetry, logs, images, and events, and retention policies ensure that compliance and budget goals aremet. Automatically send alerts and trigger actions at the edge based on analysis results. Open Architecture Studio Digital Feedback Loop is based on open technologies such as MQTT and Grafana, preventing cloud lock-in whileensuring compatibility with existing tooling and allowing data migration. While it is optimized for use with the broaderWind River Studio development, simulation, testing, and deployment environments, Studio Digital Feedback Loopincludes integration with third-party data management and AI/ML platforms and provides a REST API for extensibility. USE CASES Secure Visibility into Fleet and Field Status Studio Digital Feedback Loop registers all devices, and real-time parameter monitoring maintains continuous visibilityinto device status from the central Studio Digital Feedback Loop cloud platform. Preventive Maintenance Leverage Studio Digital Feedback Loop analytics to identify anomalous device conditions and trigger a maintenancealert or device shutdown. Usage Patterns and Version Distribution in the Field Usage data from fielded devices can be analyzed to understand field conditions, which versions are in use, and howproducts are used. Experimentation in the Field Deploy alternative implementations of new capabilities into the field and analyze usage data to evaluate which ismore successful. Improved Scalability Identify devices with high load and trigger alerts or automated responses to increase capacity. ADDTIONAL WIND RIVER STUDIO PRODUCTS Wind River Studio Developer is a cloud-native development, deployment, and operations environment for mission-criticalintelligent embedded edge systems. It enables companies to develop, deploy, and operate complex software-defined edgesystems using a modern, scalable, and automated environment. It is purpose-built to lower embedded software lifecyclecosts, shorten time-to-market, and help create new revenue opportunities. Wind River Studio Pipelines Wind River Studio Pipelines helps you create automated workflows for scanning, building, testing, deploying, and updat-ing embedded software projects. Studio Pipelines are cloud-native and enable collaboration and sharing of pipelines asvaluable software assets for your software organization. Increase productivity and get the most out of your softwarelifecycle workflows with tools to create automated and customized software development pipelines. Enable CI/CDprocesses with software lifecycle pipelines using interchangeable buildi