AWS re:Invent 2024 - Partner Sessions
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Table of Contents
AI & ML
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This session explores the concept of an 'AI-first' organization, where AI is deeply embedded into every aspect of the business, including decision-making, customer interactions, and product offerings. The speakers discuss the challenges and strategies for organizations to successfully transform into AI-first, including the importance of data quality, ethical AI practices, and leveraging cloud-based AI tools and platforms.
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This presentation discusses how Audi used generative AI to streamline its tender process, reducing the significant manual effort required to compare tender requirements with supplier offers. The solution involves a collaborative approach that combines AI-powered automation with subject matter expert oversight to ensure a reliable and robust process.
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Salesforce Agentforce is a platform that enables the creation of AI agents to augment and empower employees, enhance customer experiences, and drive higher revenue. The presentation highlights how Agentforce can be used to create agents for various business functions, such as customer service, sales, and marketing, and how it integrates with Salesforce's existing tools and data sources to provide a comprehensive and customizable AI solution.
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This talk provides an insightful overview of Capital One's journey in scaling AI and leveraging cutting-edge technologies to address challenges in the financial services industry. The speaker highlights the importance of cross-functional partnerships, modernizing the tech stack, and incorporating responsible AI practices to drive innovation and improve customer and employee experiences.
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The session discusses how AWS and Intel are collaborating to unleash the power of generative AI from the edge to the cloud. It showcases various use cases and solutions that leverage Intel's CPU technology and software tools to enable efficient AI workloads on AWS, including in the cloud, at the edge, and for large language model development.
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The video discusses the challenges of extracting insights from satellite imagery at scale and introduces Wherobots, a solution that leverages Apache Sedona and a custom compute engine to provide high-performance, scalable, and easy-to-use geospatial data processing capabilities. The presentation highlights Wherobots' raster inference feature, which enables developers to leverage pre-built or custom machine learning models to analyze satellite imagery without the need for specialized expertise.
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This talk explores the rapid adoption and scaling of generative AI in the enterprise landscape, highlighting the key considerations and strategies for successful implementation, including a focus on enterprise-level knowledge libraries and multi-layered guardrails to ensure scalability and responsible deployment.
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The presentation provides a comprehensive strategy for enterprises to develop and implement generative AI, including understanding the baseline, identifying use cases, managing data and models, addressing governance and responsible AI, and upskilling the workforce. The speaker emphasizes the importance of experimentation, iteration, and a holistic approach to leveraging generative AI to transform operations, customer experiences, and product development.
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Jefferies, a leading investment bank, has partnered with HCLTech and AWS to adopt generative AI for transforming their corporate functions. The presentation highlights two key use cases - automated email classification and response generation, as well as anomaly detection with contextual insights - demonstrating the impact of this collaborative effort and the importance of a robust partner ecosystem in driving successful AI/ML initiatives.
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The video discusses SAP's business AI strategy, including its Copilot Joule, embedded AI capabilities in SAP products, and the Generative AI Hub on the SAP Business Technology Platform. It highlights how SAP aims to help customers adopt and activate business AI to drive their digital transformation.
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This talk explores the critical role of women in the development of ethical AI, highlighting the need for diverse perspectives and the potential impact of women's involvement in the AI lifecycle. The speaker shares personal experiences and insights on the current state of gender parity in the tech industry, as well as practical recommendations for fostering inclusivity and empowering women in AI and data-driven fields.
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This talk discusses key factors and lessons learned in building AI applications using various technologies, including MongoDB, Anyscale, Cohere, and Fireworks AI. The speakers highlight the importance of data quality, performance, cost, privacy, security, and user experience in developing successful AI-powered applications.
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The video discusses Databricks' approach to building and deploying high-quality generative AI applications, showcasing their tools and techniques for data preparation, model evaluation, and production deployment. The presentation also features a case study from MasterCard on how they have leveraged Databricks to build a production-ready customer service chatbot powered by generative AI.
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This talk discusses the importance of Agentic Reasoning in driving strong ROI for enterprise AI initiatives. It highlights the complexity of building Agentic systems that can handle emergent use cases and transform business processes, compared to simpler employee productivity use cases.
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This talk explores the challenges and solutions for building safe and secure enterprise AI systems using Securiti AI and Amazon Bedrock. The speaker highlights the importance of data security, privacy, governance, and regulatory compliance in the context of generative AI, and presents Securiti AI's Gencore platform as a comprehensive solution to address these concerns.
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This session explores the collaboration between Salesforce and AWS in building low-code AI solutions. It showcases how Salesforce's Data Cloud, Einstein Model Builder, and Agent Force leverage AWS services like Amazon SageMaker and Bedrock to enable developers and customers to easily create and integrate AI-powered applications.
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This presentation highlights how GitHub's Copilot AI-powered tool can empower digital transformation by accelerating developer productivity, improving code quality and security, and enabling the next generation of builders. The talk covers Copilot's integration throughout the development lifecycle, its capabilities in code generation, security scanning, and code review, as well as the introduction of Copilot Models and Copilot Spark for custom AI applications and low-code development.
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The video discusses using open source blueprints for building AI applications on the MongoDB platform. It showcases a healthcare solution that leverages MongoDB's capabilities, including vector search and natural language processing, to accelerate the diagnosis and treatment of breast cancer.
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This presentation explores the transformative impact of edge AI, showcasing innovative use cases across industries like IoT, automotive, and XR/VR. Qualcomm's comprehensive platform and tools, including the Qualcomm AI Hub, empower developers to seamlessly design, optimize, and deploy advanced edge AI solutions tailored to their specific hardware and requirements.
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OPEA is an open-source framework that simplifies the deployment of generative AI applications by providing a modular, microservices-based architecture with optimized components from partners like Intel and AWS. The framework offers flexibility, vendor-neutrality, and accelerated time-to-market for enterprises looking to leverage the power of large language models and other generative AI technologies.
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This talk explores the integration of Snowflake and AWS services for secure and scalable Generative AI architectures. The presenter showcases how Snowflake's Cortex features and AWS Bedrock and Amazon Q can be leveraged together to enable efficient data-driven Generative AI workflows.
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This presentation showcases a suite of AI agents developed on the Max.AI platform, available on the AWS Marketplace, that leverage large language models and multimodal capabilities to automate a range of enterprise use cases, from personalized content generation to technical support and advanced analytics. The agents demonstrate the potential for agentic AI to drive value across various industries, with a focus on rapid deployment, customization, and seamless integration with existing workflows.
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This session discusses how enterprises can reimagine their businesses with enterprise AI powered by the cloud. The speakers share their experiences and best practices in transforming their data and technology landscapes to become AI-ready, highlighting the importance of addressing key dimensions such as strategy, governance, talent, technology, and data.
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Poolside, a new AI solution for software engineering, introduces a domain-specific large language model trained using reinforcement learning and code execution feedback. The solution aims to deliver a more relevant and contextual AI assistant that understands a company's codebase and business, while ensuring data remains within the organization's security boundary.
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This presentation showcases the partnership between Cloudera and NVIDIA to provide an AI Inference Service that enables enterprises to deploy and scale their generative AI applications securely and efficiently within their own infrastructure. The service leverages NVIDIA's NIM technology to optimize model performance and provides enterprise-grade features such as auto-scaling, security, and monitoring, making it easier for businesses to adopt and integrate generative AI into their workflows.
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The presentation highlights the performance and cost benefits of using AMD EPYC processors in the AWS cloud for a wide range of AI and general IT workloads. It showcases how AMD's technology can enable significant OpEx savings that can be reinvested into innovation and business growth.
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This presentation discusses how data products can help address the challenges faced by data leaders in implementing an effective AI strategy. The speaker outlines three key use cases where data products can serve as game changers, including a discovery zone for experimentation, a core foundation layer for data governance, and a way to drive AI adoption by involving business teams in the data product creation process.
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The video discusses how Securian Financial, a life insurance company, partnered with Deloitte to transform their claims processing using generative AI. The key highlights include overcoming data challenges, leveraging AWS services, and implementing a human-in-the-loop approach to improve efficiency and customer satisfaction.
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This session provides an overview of Nvidia's partnership with AWS and how their joint solutions can help enterprises build, customize, and deploy generative AI models using Nvidia AI Enterprise, Nvidia Inference Microservices (NIMs), and NeMo. The session also includes a live demo showcasing a pizza ordering application built using these Nvidia and AWS services.
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This talk discusses how LaunchDarkly and Poka.io collaborated to enable faster and safer shipping of generative AI models in high-tech manufacturing. The speakers share Poka's experience in developing a PDF-to-work-instruction converter using feature flags and serverless architecture, highlighting the importance of iterating quickly, managing models and prompts, and gathering customer feedback.
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The video discusses the future of Zoom AI, including customization, integration, and enhanced collaboration. It covers the Zoom platform, AI Companion, the Zoom AI Studio for customization, and the Zoom developer ecosystem, with a focus on enabling developers to build on and integrate with the Zoom platform.
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This panel discussion explores the challenges and best practices in making data AI-ready for production use cases. The panelists from AWS, MongoDB, and Deloitte Consulting provide insights on overcoming barriers such as data modeling, compliance, and domain-specific expertise to successfully deploy Generative AI applications.
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This session explores how AI-powered real-time decision-making at scale is transforming various industries, with examples from Dataminr and AppsFlyer. The presenters discuss the importance of combining fast, efficient machine learning models with advanced deep learning techniques, and the critical role of scalable data platforms like Aerospike in enabling these high-performance decision-making systems.
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This presentation provides an overview of how CDW is leveraging generative AI to improve its internal business operations and customer engagement. It also offers a comprehensive market analysis of the AI landscape, highlighting the various approaches and tools available, including AWS Bedrock's flexibility in supporting different language models and techniques like Retrieval Augmented Generation (RAG) and Modular Reasoning, Knowledge, and Language (MRKL).
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The presentation discusses Capital One's journey in adopting and deploying AI, particularly generative AI, to enhance customer experience and internal operations. Key topics include the importance of data infrastructure, technology stack, talent, and risk management in successful AI implementation, as well as the challenges and learnings encountered along the way.
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This video showcases a panel discussion at AWS re:Invent 2024 featuring AI startups that are leveraging NVIDIA's technology to drive innovations in areas like video understanding, generative media, and healthcare. The startups discuss their founding stories, fundraising experiences, and strategies for partnering with large tech companies like NVIDIA to accelerate their growth and impact.
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Aerospace
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The presentation explores the emerging trends, challenges, and digital transformation opportunities in the aerospace and defense maintenance, repair, and overhaul (MRO) industry. It introduces the MRO.NXT platform, a collaborative effort between Tech Mahindra and AWS, aimed at addressing the industry's pain points through innovative solutions leveraging advanced technologies like AI, AR/VR, and condition-based maintenance.
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Analytics
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The presentation discusses the benefits of the open data lakehouse architecture powered by Apache Iceberg, which enables organizations to unify their data management and analytics capabilities. It highlights how Iceberg's features, such as schema evolution, partition management, and time travel, can help enterprises overcome the challenges of traditional data lakes and data warehouses, ultimately preparing them for the next wave of generative AI.
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The video discusses the development of HBCUv, a virtual education platform created by the United Negro College Fund (UNCF) in partnership with Deloitte, to reimagine the online higher education experience for Historically Black Colleges and Universities (HBCUs). The platform aims to address the challenges faced by HBCUs, such as limited resources and technology adoption, by providing a unified data management solution and innovative features to enhance student engagement, learning, and success.
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This video discusses how Nasdaq, a leading exchange operator, has leveraged data observability with Monte Carlo to improve data quality and reliability across its various data-driven use cases, including regulatory reporting, market surveillance, and business insights. The presentation outlines Nasdaq's journey in building its cloud-native Intelligence Platform, the challenges of data trust, and the benefits of using Monte Carlo to detect, triage, resolve, and measure data issues in their production environment.
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This video presents a comprehensive solution for insurance industry modernization using generative AI and data analytics. It showcases how DXC, in partnership with AWS, has developed a pre-built platform that accelerates the adoption of AI and machine learning in the insurance sector, addressing common challenges around data readiness, skills, and high upfront costs.
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This talk presents an AI-driven solution that helps finance analysts improve their efficiency by automating tasks such as resolving governance queries and mapping product codes for tax purposes. The solution leverages natural language processing and retrieval-augmented generation techniques to provide accurate and consistent responses, while adhering to principles of security, scalability, stability, simplicity, social awareness, and surveillance.
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This talk discusses how Nissan leveraged Snowflake's Cortex AI platform to analyze online customer reviews and extract valuable insights to improve customer experience. The presentation highlights the benefits of Snowflake's efficient and intuitive platform, which enabled Nissan to reduce their time to market by two months and redeploy resources to further enhance their customer-centric initiatives.
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Lennar, a leading home builder, partnered with PwC and AWS to transform their data and AI capabilities, building a scalable, enterprise-grade platform that enables real-time analytics, cross-functional data access, and industrialized machine learning. The session showcases Lennar's journey, the key architectural patterns, and the value realized through improved productivity, data trust, and future-readiness for advanced AI use cases.
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This presentation showcases Snowflake's AI data cloud, which aims to drive enterprise transformation by unifying data and AI capabilities across industries. The speaker highlights Snowflake's industry-specific offerings, partnerships, and the 'Snowgrid' platform that enables collaboration and data sharing among Snowflake customers.
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Architecture
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This presentation at AWS re:Invent 2024 showcases the successful journey of Lincoln Financial in migrating from a mainframe-based legacy system to the AWS Cloud. The panelists discuss the decision-making process, the challenges faced, the key lessons learned, and the future opportunities for the modernized, cloud-enabled insurance platform.
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This talk provides insights into Merck's successful cloud transformation journey, highlighting the key principles and practices that enabled their 'modernization factory' model to scale effectively. The speaker shares valuable lessons learned, including the importance of standardized architecture reviews, defined guiding principles, strong technical leadership, leveraging partner knowledge, and establishing a continuous feedback loop between the factory and supporting infrastructure products.
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ExxonMobil's journey to modernize and integrate its ERP systems and applications with Red Hat OpenShift Service on AWS (ROSA) showcases the challenges and solutions in transforming a complex legacy IT landscape into a streamlined, cloud-native platform that enables seamless integration, scalability, and faster delivery of digital products.
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Automotive
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The session explores how the automotive industry is driving user adoption in smart mobility through the integration of cloud technologies, data analytics, and AI. The panelists discuss the key challenges, best practices, and future trends in this transformation, highlighting the importance of a cloud center of excellence and the partnership between AWS and Intel.
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CloudOps
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The future of FinOps is CloudOps, where the collaboration between the two disciplines can maximize the business value of the cloud through proactive governance, automation, and integrated visibility. By embracing this approach, organizations can achieve greater efficiency, cost savings, and reduced risk in their cloud operations.
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Compute
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The session explores the partnership between SAP and AWS, showcasing the GROW with SAP offering as a revolutionary Cloud ERP solution that simplifies everyday work, enables business growth, and secures success through industry-leading practices, AI-powered capabilities, and seamless integration with the AWS ecosystem.
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The session covers best practices for building resilient applications and environments in the cloud, focusing on AWS. The speakers discuss strategies for data protection, including the use of backups, snapshots, and immutable storage, as well as techniques for enhancing security and enabling data portability across different platforms.
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Itaú, a leading bank in Latin America, shares its successful journey of migrating and modernizing its IT infrastructure on the AWS cloud, leveraging Intel's performance-optimized silicon. The session highlights the benefits of this collaboration, including significant cost savings, improved operational efficiency, and enhanced customer experience.
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The presentation discusses the partnership between AWS, Intel, and Hypori, and how they are working together to provide secure and efficient cloud-based computing solutions for organizations. It highlights the technical capabilities of Intel's processors, the optimization efforts undertaken with Hypori, and the real-world use cases and benefits of the Hypori solution, particularly in the government and healthcare sectors.
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This talk discusses how organizations, specifically Cox Communications, are reinventing themselves by leveraging data and building a robust data ecosystem. The presenters highlight the challenges faced by telcos, the evolution of their data strategy, and the implementation of a smart data platform to enable faster, more informed decision-making.
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DBS Bank transformed its quant pricing engine (QPE) by leveraging AWS and Intel technologies, achieving significant performance improvements and cost savings. The session highlights DBS's journey in building a scalable, flexible, and cost-effective cloud-native QPE platform that enables faster customer pricing, real-time risk management, and faster time-to-market for new products.
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This talk discusses strategies for optimizing GPU and CPU utilization to achieve cost savings and performance improvements. The presenters share insights on benchmarking, instance selection, and language/library choices, emphasizing the importance of providing context and building trust with engineering teams to drive efficient cloud usage.
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The presentation explores the concept of the 'illusion of efficiency' in cloud resource management, highlighting common pitfalls organizations face in optimizing their cloud infrastructure and costs. Through real-world customer examples, the speaker outlines strategies to avoid these traps and achieve true cloud efficiency.
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This talk explores the concept of cloud agnosticism, a strategic approach that aims to leverage multiple cloud providers and services to maximize flexibility, reliability, and cost-effectiveness. The speakers outline key principles and practical steps organizations can take to become cloud-agnostic, including the use of Kubernetes, open-source monitoring tools, and managed cloud services.
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The presentation explores how the RAPIDS Accelerator for Apache Spark can significantly boost the performance of Spark workloads on AWS EMR and EC2 instances, leading to up to 5x acceleration and substantial cost savings. The speaker also discusses a tool that can help identify the best Spark jobs to run on GPU-accelerated clusters, making it easier for users to take advantage of this technology.
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This talk presents a novel approach to automated, contextual, and fully searchable backups in the cloud, developed by Eon. The solution addresses the challenges of cloud resource sprawl, backup posture management, and granular data restoration, providing a scalable and cost-effective way to protect and leverage enterprise data.
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The video discusses how Datadog, a large-scale observability and security platform, optimized their cloud costs by migrating their workloads to AWS Graviton-based instances. The presentation covers the timeline, challenges, and lessons learned from this large-scale migration program, which aimed to achieve a 200% increase in ARM-based workloads by the end of 2023.
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This presentation discusses LPL Financial's journey to the AWS cloud, highlighting their focus on business outcomes and customer-centricity. The speakers emphasize the importance of incremental progress, talent development, and transparent communication in driving a successful cloud transformation.
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This presentation discusses the challenges of cloud migration and how Trianz's Concierto platform can accelerate the process through automation, seamless cloud management, and modernization. The key highlights include the platform's ability to migrate and manage multi-cloud environments, modernize the PaaS layer, and provide a 360-degree view of cloud infrastructure for optimization.
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KONE, a global leader in elevator and escalator solutions, has partnered with PwC and AWS to implement a scalable, cost-effective data movement layer (DML) that supports predictive maintenance, AI engineering, and financial analysis, enabling the company to become a more data-driven organization and drive operational efficiency through cloud-powered innovation.
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The Isle of Man TT, one of the most dangerous motorsports events, has undergone a critical digital upgrade through a collaboration between NTT and AWS. This innovative solution leverages advanced edge devices, a private 5G network, and cloud-based data analytics to enhance the safety, visibility, and fan engagement of this historic race.
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T. Rowe Price is undertaking a strategic mainframe modernization initiative to advance its cloud and data strategies, driven by the need for increased agility, scalability, and cost-efficiency. The project leverages Accenture's expertise and AWS services, utilizing generative AI for tasks like reverse engineering and test data generation to mitigate risks and ensure a successful transition.
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The session discussed building Retrieval Augmented Generation (RAG) applications using Elasticsearch and Amazon Bedrock. It highlighted how Elasticsearch's hybrid search capabilities, including semantic search, vector search, and geospatial search, can be combined with Amazon Bedrock's generative AI models to create powerful conversational AI applications.
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This video discusses how Impetus, an IT services company, helps enterprises accelerate their success with generative AI by taking them from pilot to production in under 6 weeks. The presentation outlines Impetus' structured approach, including the Impetus GenAI Labs, data platform modernization, and a proven GenAI development model, to de-risk investments and create business-focused, data-driven solutions.
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The video presents a collaboration between SAS and Deloitte to develop a global SaaS analytics platform on AWS, addressing challenges around architecture, speed to market, security, and compliance. The key highlights include a hub-and-spoke model, automated deployment, and leveraging the AWS Marketplace for simplified delivery and operations.
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This presentation highlights Hitachi's efforts to contextualize IT and OT data to drive breakthrough results. It covers Hitachi's partnership with AWS, Toyota's Quality 1 program, and Global Logic's software-defined vehicle solutions, demonstrating how Hitachi leverages its expertise and technology to help organizations achieve their sustainability and digital transformation goals.
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This presentation showcases how Toyota is leveraging AWS and IBM's AI capabilities to transform its complex supply chain, focusing on improving customer experience, operational efficiency, and employee productivity. The key highlights include end-to-end pipeline visibility, AI-powered ETA predictions, and a smart fulfillment engine, all built on the foundation of a collaborative partnership between Toyota, IBM, and AWS.
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Cambia Health Solutions, a healthcare company, migrated from Amazon ECS to Amazon EKS, leveraging technologies like Istio, Datadog, Tilt, and Kind to improve developer experience, observability, and security. The presentation highlights the challenges faced and the benefits realized, including faster feedback loops, more confident deployments, and enhanced security through the use of Bottlerocket.
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The video discusses how AWS is enabling the co-selling of industry partner solutions across different regions, using the example of the AWS Industrial Data Fabric solution. The key focus is on the mechanisms and processes developed to identify and enable regional partners, as well as the benefits this approach provides for both AWS and its partners.
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The talk discusses techniques for optimizing inference performance for production AI, including hardware selection, model-specific optimizations, and distributed infrastructure challenges. The speaker showcases real-world customer examples and highlights Base10's platform for delivering high-performance AI infrastructure at scale.
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This presentation explores the challenges of managing petabyte-scale data and the need for portable, bursting AI workloads. The speaker proposes a solution using MinIO, a software-defined object store, to consolidate data and leverage the ephemeral nature of cloud compute resources, such as the latest GPU accelerators, for efficient and cost-effective AI training.
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This talk explores how AWS and AMD are enabling optimized migration journeys for Pixar and healthcare organizations. By leveraging AMD's powerful EPYC processors on AWS, these organizations can achieve significant performance gains, cost savings, and expanded creative possibilities in animation and clinical systems.
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The presentation covers NVIDIA's collaboration with AWS to bring NVIDIA's accelerated computing platform to the AWS cloud, including the latest Blackwell architecture and its performance benefits for large language models and other AI workloads. The presenter also discusses NVIDIA's software offerings, such as NIM and Blueprints Agents, that help developers quickly deploy and leverage NVIDIA's technology on AWS.
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This talk explores the digital transformation in banking, showcasing the collaboration between PwC, AWS, and Engine by Starling. It highlights how Engine, a cloud-native core banking platform, has enabled Starling Bank and other financial institutions to reinvent their banking operations and customer experiences.
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Penske Transportation Solutions, a leading provider of transportation solutions, has leveraged data and AI/ML to drive significant business value and create innovative digital products. The session highlights Penske's data strategy, reference architecture, and the company's journey in operationalizing AI, as well as its exploration of generative AI to enhance customer experiences and internal operations.
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This presentation showcases how Cohesity and NVIDIA have partnered to simplify and accelerate the deployment of retrieval-augmented generation (RAG) capabilities in the enterprise, leveraging Cohesity's scalable data management platform and NVIDIA's optimized inference microservices. The key focus is on building a robust enterprise information retrieval pipeline, which is critical for powering effective generative AI applications, and how Cohesity Gaia, the company's new data insights offering, enables secure and responsible access to enterprise data for AI-driven insights.
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The video discusses infrastructure at the speed of AI, highlighting the importance of building robust foundations, securing systems, and scaling AI projects effectively. The presenters showcase a demo that leverages HashiCorp tools like Terraform and Vault to address key challenges in deploying and managing AI-powered applications.
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This session discusses how Cognizant and Trane Technologies are leveraging AWS generative AI services to transform troubleshooting and manufacturing processes. The presenters demonstrate a 'Factory Whisperer' agent that integrates with existing manufacturing systems to provide intelligent troubleshooting guidance, highlighting the benefits of a modular, agent-based architecture for scalable generative AI solutions.
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This session introduces the concept of Physical AI and the challenges involved in developing advanced robotic systems. It then showcases how Nvidia's Omniverse and Isaac Lab platforms, integrated with AWS cloud services, can help accelerate the development and deployment of Physical AI applications at scale.
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This talk discusses how AWS customers Netflix and Pinterest have modernized their infrastructure by adopting AMD's Genoa-based M7A instances, which offer significant performance improvements and cost savings. The speakers highlight the ease of migration, the business benefits of modernization, and the potential for reinvesting the cost savings into customer-facing applications and innovative projects.
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This session explores how ServiceNow's partnership with AWS can help organizations unlock the full potential of their cloud investments by addressing key challenges in cloud transformation, such as bridging operations models, scaling cloud operations, and integrating multiple tools. The presentation covers ServiceNow's platform capabilities, including AI-powered automation and orchestration, that can help enterprises accelerate their cloud journey and drive business transformation.
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Data
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This talk explores the critical role of data preparation and management in the success of generative AI solutions. It highlights the key challenges organizations face, such as data quality, integration, processing, governance, and ethics, and provides a strategic approach to addressing these issues and leveling up AI readiness.
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The presentation discusses the critical role of data in the renaissance of AI, particularly in the context of the pharmaceutical industry. It outlines a strategic approach to curating proprietary data sets, connecting and contextualizing data, treating data as a product, and ensuring data fairness to unlock the full potential of AI and drive competitive advantage.
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This talk discusses how AWS re:Invent 2024 is preparing for the new frontier of accelerating AI with great data. The speakers share Capital One's technology journey, data principles for AI, and strategies for producing and consuming high-quality data at scale to enable effective AI and machine learning.
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Data Governance
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This presentation discusses the challenges of unifying data governance across different cloud data platforms, such as Snowflake, Databricks, Amazon Redshift, and AWS Lake Formation. The speaker proposes using a policy orchestration engine like Immuta to centralize and manage access controls, enabling consistent data governance across multiple data platforms.
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Databases
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The video presents Salesforce's Data Cloud solution, which enables businesses to unify and leverage data from various sources, including Salesforce applications and external data platforms like Redshift, through innovative technologies like Zero Copy. The solution aims to address the challenges of siloed data, data freshness, and governance, allowing organizations to unlock the full potential of their data and drive better business outcomes.
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The presentation discusses the integration of Amazon Bedrock and SingleStore, a multi-model database, to build efficient and scalable multi-agent Retrieval Augmented Generation (RAG) systems. The key highlights include the vector search capabilities of SingleStore, the flexibility of Bedrock in choosing models, and the benefits of a harmonized database approach in reducing latency, cost, and complexity compared to traditional multi-database architectures.
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The presentation discusses Allianz's journey in building a cross-engine data ecosystem using open standards like Apache Iceberg, which enables data sharing, interoperability, and cost-efficiency. The key highlights include improved data governance, automated data ingestion, and the ability to leverage diverse compute engines for different use cases.
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The talk discusses how Hard Rock Digital, a sports betting and online casino operator, built a multi-region sportsbook using CockroachDB to comply with complex regulatory requirements across different U.S. states. The speakers highlight how CockroachDB's distributed architecture and features like geo-partitioning and AWS Outposts enabled Hard Rock Digital to deliver a seamless customer experience while ensuring data residency and compliance with state-specific regulations.
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Developer Experience
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The talk discusses the impact of generative AI on the software development lifecycle and the challenges of ensuring code accountability and trust in this new era. The speaker proposes strategies for responsible adoption of AI tools, including approving specific language models, integrating them into the development workflow, and implementing verification mechanisms to ensure code quality and security.
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This presentation showcases how to build a real-time generative AI application by leveraging the power of AWS, Confluent, and Anthropic. It highlights the importance of a modern data architecture, the integration of data streaming, and the utilization of advanced retrieval techniques and prompt engineering to deliver accurate and contextual responses.
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The session discusses how Intercontinental Exchange (ICE) implemented a developer-focused DevSecOps workflow, highlighting the cultural and technical challenges of integrating security into modern software development practices. The speakers explore the evolution of DevSecOps, the importance of context and risk awareness for developers, and the future of security automation and AI-driven solutions to bridge the gap between security and development teams.
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This talk discusses key strategies for building successful AI products that users truly want to adopt and use. The speaker outlines a four-step process involving understanding user needs, creating a real prototype, lowering adoption barriers, and measuring both technical and product metrics to ensure the final solution meets user requirements and delivers business impact.
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The session highlights how Buyers Edge, a restaurant data analytics company, leveraged the partnership between Salesforce and AWS to unify and centralize its data across 25 different systems, enabling it to drive more impactful and actionable insights for its customers. The presentation also explores how Buyers Edge is leveraging Agentforce, a new AI-powered capability, to further enhance its customer experiences and enable seamless actions based on the unified data.
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This video discusses how National Australia Bank (NAB) is pioneering innovation and DevOps with the help of Harness, a software delivery platform. The presentation covers NAB's journey to the cloud, their adoption of Harness, and the benefits they have seen in terms of reduced build times, improved deployment strategies, and increased developer productivity.
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This talk explores how Smartsheet's AI-powered project management capabilities can help IT teams overcome common challenges in digital transformation projects, such as lack of prioritization, inefficient resource allocation, and poor visibility. By leveraging AI-driven decision-making, enhanced project planning, and data-driven automation, organizations can achieve significant improvements in project success rates and team productivity.
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This talk presents Unstructured, a company that aims to transform unstructured data into a format consumable by Large Language Models, enabling Retrieval-Augmented Generation (RAG) systems. The company's platform provides a comprehensive solution for data ingestion, transformation, and integration with various storage and retrieval systems, empowering users to build high-quality RAG pipelines.
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This presentation showcases Sisense's platform that empowers developers to easily embed analytics into their applications, leveraging AI-driven data modeling, visualization, and user experiences. The platform's Compose SDK and APIs, combined with its AI assistant, enable developers to create seamless analytical experiences for their end-users, transforming them into data scientists within their own applications.
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This session explores the capabilities of InfluxDB, a leading time series database, in building real-time intelligent systems. The presentation covers the evolution of InfluxDB, the importance of time series data, and the unique features of InfluxDB 3.0 that enable sub-second response times, lower storage costs, and unlimited cardinality for analytical processing.
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This presentation discusses the challenges of providing secure and fast AI context, and how hybrid vector search can address these issues. The speaker highlights the benefits of using open-source tools like Postgres and OpenSearch, as well as the advantages of a comprehensive data platform like Aiven, which can help organizations overcome data-related obstacles in their AI journeys.
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This talk explores the state of developer experience, highlighting the misalignment between developers and their leaders, the importance of measuring and improving points of friction, and the role of AI in enhancing developer productivity. The presenters share Atlassian's approach to understanding and addressing developer experience through surveys, metrics, and targeted AI-powered solutions.
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The talk discusses the rise of platform engineers and their role in managing software logistics, including automating build processes, securing the software supply chain, and balancing developer productivity with platform efficiency. The speakers share insights on metrics, observability, and the evolution of platform engineering as a product-focused discipline within large organizations.
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This talk provides an overview of Anthropic's latest Claude models, including features like computer use and agentic workflows. It covers prompt engineering, retrieval augmented generation (RAG), and fine-tuning techniques to leverage these models effectively for a variety of enterprise applications.
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This talk explores how Moderna, a leading life sciences company, leveraged the dbt data transformation tool and its cross-platform capabilities to address key data challenges, including data accessibility, governance, and scalability. The presentation highlights Moderna's adoption of data mesh principles and the integration of dbt across multiple data platforms, enabling efficient data product creation, self-service analytics, and end-to-end data lineage.
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This talk provides an in-depth look at how Tripadvisor leverages ScyllaDB and AWS to power its real-time personalization platform, delivering high-throughput, low-latency performance at scale. The presentation covers Tripadvisor's system architecture, the technologies powering the platform, and how ScyllaDB's unique capabilities enable Tripadvisor to handle over 1 billion requests per day with microsecond writes and millisecond reads.
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This talk explores how AI and machine learning are transforming information retrieval, with a focus on the OpenSearch project. The speaker discusses how OpenSearch leverages semantic search and generative AI to enhance the search experience, providing more accurate and contextual results.
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The presentation showcases how Accenture is leveraging AWS services and generative AI models to power innovation across the technology lifecycle, from reverse-engineering legacy applications to automating software development and operations. The key focus areas include digitizing knowledge, managing applications and platforms, generating architecture and code, and rationalizing and modernizing complex IT landscapes.
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Cigna, a leading health insurer, partnered with TCS to embark on a multi-year enterprise-level transformation journey focused on elevating stakeholder experience, driving client acquisition, and improving operational efficiency. The transformation leveraged AWS services to build a cloud-native connected platform that streamlined processes, enabled intelligent automation, and delivered timely and accurate results to brokers and clients.
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The presentation showcases the evolution of GitHub as a comprehensive developer platform, emphasizing its focus on increasing developer velocity, code quality, and governance through AI-powered tools like Copilot, Workspace, and GitHub Advanced Security. The speaker envisions a future where GitHub empowers a billion developers to create intelligent applications, redefining the traditional notion of software development.
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The video covers SAP's business AI capabilities, including the Business Technology Platform (BTP) and its integration with AWS services. It highlights how customers can leverage AI, data, and analytics tools within BTP to enhance their SAP applications and build custom AI-powered solutions.
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This talk discusses how to leverage generative AI to extract insights from unstructured data, such as customer call transcripts, in a cost-effective and privacy-preserving manner. The speaker demonstrates a prototype pipeline using AWS Bedrock and Redpanda Connect to structure the data, generate insights, and make them accessible to different teams within the organization.
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This video presents Terraform Stacks, a tool that allows developers to declaratively model and orchestrate multi-account, multi-region infrastructure deployments. The speakers demonstrate how Terraform Stacks can simplify the management of complex infrastructure dependencies and enable more scalable and efficient infrastructure as code practices.
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Aisera, a Palo Alto-based startup, presents its enterprise agentic AI solution that provides ready-to-go, deployable experiences for enterprises to build service desk experiences across domains like IT, HR, and finance. The talk highlights Aisera's multi-cloud, multi-agent architecture, domain-specific language models, and its integration with AWS services, showcasing how it enables efficient, secure, and cost-effective AI-powered solutions for enterprises.
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The video discusses the collaboration between Anthropic and Amazon to reshape customer and employee experiences with their AI products, Q in Connect and Q Business. The speakers highlight the benefits of using Anthropic's Claude models, the customization capabilities, and the successful use cases from early adopters across various industries.
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This presentation explores how healthcare providers can leverage the power of AWS and Salesforce to unlock the full potential of their data. It covers the benefits of moving to the cloud, integrating Salesforce with AWS for enhanced patient experiences, and the potential for data monetization to drive growth and innovation in the industry.
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This talk explores how platform engineering teams can adopt a product management mindset to build more effective and impactful developer platforms. The speaker discusses key principles of product management, the complexities of developer platforms, and the role of an internal developer portal in enabling platform engineering capabilities.
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This video discusses the challenges of enterprise software development environments and how cloud-based developer environments can address these challenges. The speaker presents a reference architecture for a cloud developer environment and discusses various patterns for introducing it into an organization, including universal images, bringing your own dependencies, and supporting edge cases like Windows and iOS development.
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This session explores the challenges of building personalization at scale, highlighting the importance of contextual data, communications, and trusted AI as key pillars. The speakers demonstrate how AWS and Twilio Segment can be leveraged to create personalized customer experiences that deliver real-time, impactful interactions.
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This session explores how Okta and Amazon Q can seamlessly empower teams by providing secure, efficient, and user-friendly access to AI-powered capabilities. By integrating Okta's identity management solutions with Amazon Q's AI-driven features, organizations can boost productivity, enhance data security, and ensure users have the right access to the right information.
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The talk proposes the need for an open and interoperable 'Internet of Agents' - a distributed agentic platform that enables collaboration among heterogeneous AI agents and humans across various verticals and vendors. The speaker calls for industry-wide collaboration to build this platform, which should be secure and quantum-safe, to drive maximum value for all stakeholders.
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This talk explores how platform teams can evolve to better support product teams by adopting a product-centric mindset, creating winning conditions within their organization, and building a true partnership with product teams. The speaker emphasizes the importance of understanding customer problems, aligning goals, and becoming a trusted advisor to enable the successful delivery of value to end customers.
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The presentation explores the importance of finding one's authentic voice in the age of AI, emphasizing the unique capabilities of the human voice in conveying emotion, expression, and trust. The speakers discuss practical strategies to enhance communication, including the principles of breath, care, and purpose, and how RingCentral's AI-powered communication solutions can help businesses harness the power of the human voice.
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This talk discusses how SCHUFA, a leading German financial institution, successfully navigated its cloud transformation journey while maintaining high levels of security, compliance, and observability. The key takeaways are the importance of thorough planning, a product-centric approach, and leveraging observability tools like Dynatrace to ensure a smooth transition and continuous innovation.
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The presentation highlights how Udemy can help organizations upskill their employees on the AWS tech stack through a strategic, integrated skills framework. It showcases Udemy's offerings, including self-service, on-demand, and cohort-based learning experiences, as well as its ability to measure and validate the impact of skill development on business outcomes.
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The session introduces Miro, an AI-powered innovation workspace, and demonstrates how it can help accelerate complex migration and modernization projects with AWS. The presenters showcase Miro's features, such as collaborative whiteboarding, AWS integration, and project management capabilities, that can improve efficiency, reduce costs, and enhance collaboration in these critical initiatives.
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The video discusses how Florida Power and Light (FPL) is transforming its customer service operations using data, AI, and Amazon Connect. The key focus areas include creating a seamless omnichannel experience, leveraging real-time analytics and predictive capabilities, and implementing a unified data architecture and API strategy to drive innovation and deliver exceptional customer and employee experiences.
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This video presentation discusses the reinvention of the wealth management journey with the Wealth Management Accelerator (WMX) powered by generative AI. The speaker, Ankur from Publicis Sapient, covers the key challenges, principles, and architecture of the WMX solution, highlighting how it leverages AWS technologies to enhance lead conversion, client servicing, and market research summarization for wealth management advisors.
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This video showcases the development of TELme, a GenAI-powered R&D engineering accelerator platform built by Capgemini and AWS for TE Connectivity, a leading electronics manufacturer. The platform leverages advanced search, summarization, and secure data access capabilities to empower over 8,000 engineers, enabling them to accelerate product research, enhance design cycles, and access enterprise-wide knowledge more efficiently.
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This talk discusses how Drata, a continuous security and compliance platform, was able to significantly increase the number of product integrations it offered to customers by leveraging Merge's single API solution. The presentation highlights the challenges of building and maintaining integrations at scale, and how Merge's platform allowed Drata to quickly add dozens of integrations, leading to substantial time and cost savings, as well as improved customer satisfaction.
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This talk provides an overview of the next-generation Heroku platform, which is built on cloud-native technologies like Kubernetes, OpenTelemetry, and .NET support, enabling enhanced developer productivity, flexibility, and scalability. The speaker also introduces Heroku's new managed AI inference service and integrations with Salesforce's Agent Force, showcasing Heroku's evolution to meet the demands of modern cloud-native workloads.
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The video discusses the power of voice in the age of AI, highlighting how RingCentral's AI-powered communications platform can help organizations unlock the potential of voice data to enhance customer and employee experiences, increase productivity, and drive business outcomes. The presentation covers the key pillars of RingCentral's AI solutions, including trusted, fit-to-purpose, orchestrated, and open capabilities, and showcases real-world use cases across industries such as legal, financial services, HR, and retail.
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This talk explores how to build AI agents in Slack using AWS services, leveraging the wealth of data and context available within Slack to drive productivity and efficiency. The presentation covers various integration options, from pre-built apps to custom Slack apps and Salesforce Agentforce, to seamlessly incorporate conversational AI into the workflows of organizations.
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This talk highlights how Boomi's AI-powered integration platform, leveraging AWS services like Kendra and Bedrock, can enable effortless data integration and automation. The presentation demonstrates Boomi's various AI agents, such as Boomi GPT, Boomi DesignGen, and Boomi Scribe, which empower business users to build integrations and automate workflows using natural language.
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The presentation discusses the importance of human-centered design and leadership in the age of AI. It highlights the need for skills assessment, talent management, and collaborative design approaches to effectively leverage AI and drive successful technology transformations.
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This session highlights the modernization journey of the Tennessee Department of Human Services, focusing on their innovative use of cloud technology, text/email notifications, JBoss, self-service portals, and emerging technologies like AI. The presenters, Anthony Burwell (CIO) and Martha Donnelly (business representative), engage in a friendly 'game show' format to showcase the department's successes and the benefits to Tennessee citizens.
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The talk explores the role of APIs in enabling successful AI implementation within organizations. It highlights the challenges organizations face in harnessing the full potential of AI and how a well-designed API platform can serve as the critical tool to overcome these challenges and drive AI success.
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This talk discusses the best practices for customizing Amazon Q Developer, a service designed to accelerate the software development lifecycle. The speaker demonstrates how to prepare and create a customization, as well as the benefits of using a customized Q Developer, highlighting significant productivity improvements seen by internal and external customers.
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The video discusses how Wikimedia, DataStax, and NVIDIA are collaborating to bring AI to life by leveraging the vast knowledge graph of Wikidata. It highlights the challenges of handling the dynamic nature of Wikidata's data and how the partnership has enabled significant performance improvements in processing and querying the data for various AI applications.
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The video presents a cloud-based R&D operations platform developed by PwC and powered by AWS, designed to address the challenges faced by pharmaceutical companies in managing their research and development processes more effectively. The platform leverages advanced analytics, machine learning, and generative AI to provide real-time insights and scenario modeling capabilities, enabling organizations to optimize their R&D portfolios and improve operational efficiency.
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This session explores the benefits of using a GraphRAG (Graph Retrieval Augmented Generation) approach, combining Amazon Bedrock and Neo4j AuraDB, to address the challenges of building production-ready generative AI applications. The presentation highlights the advantages of this approach, including higher accuracy, easier development, and improved explainability and governance, and provides guidance on key considerations for implementing a GraphRAG architecture.
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This talk explores the real-world applications of Amazon Q, a generative AI tool, in enhancing data science and software development workflows. The presenters share their experiences of leveraging Amazon Q to accelerate development, improve quality, and enhance developer satisfaction across various stages of the software development lifecycle.
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This presentation highlights United Airlines' digital transformation journey, focusing on enhancing the customer experience through innovative technologies, personalization, and strong partnerships with companies like DXC and AWS. The speakers discuss United's approach to building resilient and scalable systems, leveraging data and AI to anticipate customer needs, and the importance of putting the customer at the center of their digital strategy.
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The video discusses Convera's journey in leveraging AWS and Rackspace's expertise to implement a generative AI solution that automated their customer email processing and case management system. The key takeaways include the importance of a collaborative approach, the challenges of working with new technologies, and the potential for AI to drive business transformation.
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This session explores the power of agentic automation, a new era in enterprise automation that combines AI and automation to streamline complex business processes. The presenters showcase how Automation Anywhere's platform, powered by AWS services, can dramatically improve efficiency and cost savings for customers across industries such as banking, healthcare, and supply chain.
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This talk explores how SnapLogic's AgentCreator and AI-powered agents can optimize data workflows for AI projects by enabling real-time data cleansing, faster data preparation, and integration into diverse workflows, ultimately improving the reliability and scalability of AI initiatives.
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Vodafone's journey to reinvent its global digital customer experience, leveraging partnerships with Voice and Accenture to build reusable platforms and drive sustainable speed and efficiency across its 20+ markets. The presentation covers Vodafone Ireland's transformation, the technical architecture, and the broader strategy to modernize Vodafone's IT stack and become the fastest telco on the planet.
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The presentation discusses the journey from AI prototypes to enterprise-grade generative AI applications, highlighting the key requirements such as groundedness, contextualization, quality, ease of development, and governance. The speakers present an architectural blueprint and a live demo showcasing how Informatica's platform can address these requirements and enable the deployment of enterprise-grade generative AI applications.
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The video discusses the importance of APIs in powering the future of AI, highlighting the principles of building high-quality APIs at scale, including treating APIs as products, fostering API collaboration, and optimizing developer experience. The speakers share insights from their experiences at Postman and Fox Corporation, showcasing how effective API management and collaboration can drive innovation and productivity.
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The video presents a demonstration of Squid Cloud, a platform for building AI agents that can be integrated into applications. The speaker showcases the platform's capabilities, including AI-powered matchmaking, query optimization, and task automation, highlighting the platform's ease of use and extensibility.
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The presentation discusses how AWS and Qlik are collaborating to help enterprises accelerate their adoption of generative AI by addressing key barriers such as data readiness, security, and legacy system modernization. The key focus is on creating a composable, event-driven data architecture that enables distributed data products and rapid innovation across business domains.
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This presentation provides strategic insights into the Japanese cloud market, highlighting the initiatives of a leading Japanese cloud integrator, Classmethod, and the key considerations for SaaS companies entering the Japanese market. The speakers delve into the unique cultural and business aspects of Japan, addressing challenges such as human resource constraints, conservative decision-making, and business customs, while also emphasizing the importance of community engagement and technical expertise in driving successful cloud adoption.
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Digital Readiness
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The video discusses the challenges enterprises face in becoming digitally ready, sharing insights from a Kyndryl readiness report. The speaker emphasizes the importance of modernizing infrastructure, embracing cloud-based platforms, and leveraging automation and zero-trust principles to position companies for future success.
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Governance
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The talk discusses the importance of unified and open governance for data and AI, highlighting Databricks' Unity Catalog as a solution that provides comprehensive governance capabilities, open connectivity, and built-in intelligence to enable data and AI democratization across organizations. The speaker from Mastercard shares their journey in leveraging Unity Catalog to enable rapid innovation with data and AI while ensuring responsible use of data.
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Healthcare
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The panel discussion explores how healthcare leaders are harnessing data, analytics, and generative AI to transform patient-centric care. The speakers discuss their organizations' journeys in building data platforms, adopting AI responsibly, upskilling their teams, and reimagining healthcare delivery through technology-led innovation.
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This session discusses how AWS enables continuous innovation and digital transformation in the healthcare industry. The panelists share how they leveraged AWS services to improve agility, cost efficiency, data management, and AI/ML capabilities, while addressing key challenges around security, compliance, and cultural change.
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Hybrid Cloud
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This video presentation showcases Nutanix Cloud Clusters (NC2), a solution that allows enterprises to leverage AWS resources while maintaining their existing applications and infrastructure. The presentation highlights the benefits of NC2, including seamless integration with AWS, support for a variety of workloads, and the ability to provide high-performance and highly available environments for both virtualized and Kubernetes-based applications.
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IT Operations
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The video showcases Zoho's journey from a bootstrapped organization to a billion-dollar revenue business, highlighting the crucial role of ManageEngine, Zoho's IT management solutions suite, in supporting its growth and addressing the diverse challenges of its evolving IT ecosystem. The presentation emphasizes Zoho's comprehensive approach to IT management, leveraging a range of ManageEngine solutions to enhance operational efficiency, improve service delivery, and enable customer success.
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Modernization
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This presentation from Fujitsu outlines their 'Road to 3X' strategy, which focuses on digital transformation, sustainability, and social responsibility. They discuss their modernization services, including their collaboration with AWS and the use of AI-powered tools like Blu Age to help customers migrate and modernize their legacy IT systems.
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Networking
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The talk discusses the importance of Retrieval-Augmented Generation (RAG) and its integration with Amazon Bedrock, a managed service for large language models. It highlights the networking challenges and solutions, emphasizing the need for a reconciliation between the development and network engineering communities to build resilient and performant cloud-based applications.
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This session explores how Iridium, a critical aerospace services provider, secures its hybrid networks to deliver reliable, low-latency services globally. The discussion covers Iridium's unique networking requirements, the challenges of migrating to the cloud, and the architectural approaches, including AWS Cloud WAN and Fortinet's security fabric, that address Iridium's stringent reliability, performance, and cost management needs.
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The session discusses how Console Connect and AWS Direct Connect can help enterprises efficiently and securely move data between applications, clouds, and devices. The speakers highlight use cases where Console Connect's automation platform, private network, and cloud-to-cloud connectivity solutions have helped customers address challenges related to legacy systems, hybrid/multi-cloud environments, and data governance and security.
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Nonprofits & Social Impact
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This session explores how non-profit organizations are leveraging AI and machine learning to empower their work, overcome resource constraints, and drive greater impact. The speakers discuss the challenges of AI adoption in the social sector, share insights on building user-centric solutions, and emphasize the importance of collaboration between technology companies and mission-driven organizations.
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Observability
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The video discusses how bpx, a subsidiary of BP, collaborated with AWS and Dynatrace to streamline their cloud migration, application modernization, and cloud deployment strategies. The presentation highlights how bpx leveraged Dynatrace's observability platform to gain real-time visibility, proactive issue detection, and automated remediation, leading to significant cost savings and operational efficiency.
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The session discusses SIXT's journey with IBM's observability platform Instana, highlighting how it has enabled SIXT to achieve greater efficiency, automation, and cost optimization in their cloud transformation. The presentation emphasizes the importance of observability, automation, and data-driven decision-making in driving successful digital transformation initiatives.
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New Relic, a leading AI-powered observability platform, shares its journey of scaling and migrating its massive data infrastructure from on-premises data centers to the AWS cloud. The talk highlights the company's adoption of a cellular architecture, the gradual and iterative approach to data migration, and the key lessons learned around observability, planning, and cost optimization during this transformative cloud migration.
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This talk discusses the ethical use of AI models in media and content creation, highlighting the importance of consistent observability to ensure quality, efficiency, cost control, and human oversight. The presenters share their experiences and lessons learned in building AI-powered features while maintaining brand integrity and delivering engaging experiences for their customers.
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The presentation discusses the challenges faced by IT operations teams in managing hybrid environments, including the 'blame game' and the proliferation of monitoring tools. It showcases how LogicMonitor's hybrid observability platform and AI-powered capabilities, such as Edwin AI, can help organizations reduce alert noise, identify root causes faster, and improve operational efficiency.
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This talk explores how to optimize AI workloads on Amazon Bedrock, focusing on observability and the data needed to understand AI model performance, cost, and privacy. The speaker demonstrates how New Relic's platform can provide insights into AI application complexity, new telemetry data, and security/compliance challenges, enabling engineers to build and run AI apps with confidence.
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The video discusses the challenges of observing serverless applications and how to build observable serverless applications using high cardinality and high dimensionality data. The speakers also talk about how Cloudflare and Depot are addressing these challenges through their platforms and tools.
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Chegg, a leading EdTech company, leverages AWS and New Relic to maximize uptime, fuel innovation, and deliver a high-quality experience for their 7+ million students. The session highlights how Observability, through a partnership with New Relic, has enabled Chegg to improve time-to-market, reduce MTTR by 87%, and maintain a culture of operational excellence.
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This video presents a customer case study of a healthcare data management company's journey to hybrid cloud excellence using AWS and SolarWinds observability solutions. The customer faced challenges in managing their complex multi-cloud environment, but by adopting SolarWinds' unified observability platform, they were able to improve service delivery, customer satisfaction, and proactive issue detection and resolution.
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The talk discusses the importance of understanding communication patterns during incidents to improve organizational resilience. The speakers share insights on how to extract valuable learnings from incident reviews by focusing on the cognitive work and coordination involved, rather than just the technical details.
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This talk explores how Digitate, a partner of AWS, has leveraged observability and AI-powered automation to transform enterprise supply chain processes, reducing planning cycle times from 7 days to a few hours and delivering significant cost savings and business benefits for a global medical device manufacturer. The partnership between Digitate and AWS highlights the value of emerging technologies like AI in addressing complex IT challenges and driving tangible business outcomes.
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The presentation discusses how Splunk and AWS can help organizations accelerate their AI journey by addressing the key challenges of monitoring, securing, and managing data access for AI applications. The speaker highlights Splunk's unified platform for security and observability, and demonstrates how Splunk can integrate with AWS Bedrock to provide insights and visibility into the various layers of the AI stack.
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This talk explores strategies for managing the cost and complexity of observability data in Amazon EKS (Elastic Kubernetes Service) environments. It covers the challenges of increased data volume and cardinality in Kubernetes, the impact on developer productivity, and practical solutions to reduce data noise and control costs without sacrificing performance or insight.
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The video discusses how Splunk's observability solution, combined with Cisco's networking and security capabilities, provides comprehensive visibility and troubleshooting capabilities for complex environments. The presentation covers the benefits of Splunk's AI-powered observability, the integration of AppDynamics, and the advantages of the combined Splunk and Cisco offerings.
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Operations
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This session discusses how Trimble and Sling TV are modernizing their digital operations to improve efficiency and resilience, leveraging automation, AI, and a focus on the people side of change management. The speakers share insights on their organizational structures, goals, and lessons learned in implementing these transformations.
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Partner Ecosystem
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Ingram Micro, a leading global technology distributor, showcases its deep expertise in AWS solutions and seamless integration with AWS Marketplace, empowering businesses to accelerate their cloud adoption, optimize spend, and unlock new growth opportunities. Through its comprehensive framework of support, including build, market, and co-sell pillars, Ingram Micro provides a holistic suite of services to help technology providers scale and optimize their solutions on AWS Marketplace.
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Scaling
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Smarsh, a leader in the communications compliance market, shares its journey of reimagining its product culture and scaling its platform on AWS. The presentation covers the company's architecture migration, the creation of observability, the reorganization of the platform engineering team, and the benefits realized by its customers.
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This talk presents how PointFive, a cybersecurity-experienced company, has applied the principles of threat detection to the domain of cloud cost optimization. The key aspects highlighted are the use of continuous, actionable, and accurate detection techniques to identify cost inefficiencies, and the integration of these insights into existing engineering workflows to enable efficient remediation.
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This talk discusses the operational challenges of scaling generative AI workloads on Kubernetes, including resource management, scalability, cost optimization, and storage considerations. It also presents solutions from NetApp, such as their Spot Ocean tool, to automate infrastructure optimization and leverage GPU fractioning techniques to improve efficiency and cost-effectiveness.
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The presentation covers the lifecycle management principles and patterns required to build for massive scale and security using the HashiCorp Cloud Platform. The speakers demonstrate how the HashiCorp tools, such as Terraform, Vault, and Boundary, can be used to implement these principles and enable developers to self-serve infrastructure and security resources at scale.
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The presentation discusses how Yugabyte, a distributed SQL database, can be used to build resilient and scalable multi-region applications on AWS. It showcases real-world case studies from industries like media and finance, highlighting how Yugabyte's features such as automatic replication, high availability, and disaster recovery can address the challenges of modern cloud-native applications.
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Toyota, in partnership with Deloitte, has transformed its supply chain and customer experience using advanced ML and AI capabilities, enabling customers to find and configure their dream cars more easily, while also improving Toyota's sales margins and supply chain resilience.
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Zesty presents their Kubernetes optimization platform, Kompass, which aims to revolutionize Kubernetes management by addressing challenges in compute and storage utilization. The platform offers automated solutions like Headroom Reduction, Spot Instance Automation, and Storage Autoscaling to help customers achieve significant cost savings while maintaining their desired service level agreements.
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The video discusses the key business and technical challenges that banks and financial institutions face in modernizing their applications and migrating to the cloud. The panelists share insights on the importance of having a clear business case, a change in mindset, and leveraging the ecosystem of partners like AWS and Intel to successfully navigate the modernization journey.
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Security
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The presentation provides a comprehensive overview of the 10-step CNAPP (Cloud Native Application Protection Platform) approach to cloud security, emphasizing the importance of visibility, risk exposure, identity management, and automated remediation. The speaker highlights the challenges and opportunities in cloud security, and how a CNAPP platform can help organizations achieve a mature and proactive security posture.
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Xsolis, an AI healthcare company, leverages AWS cloud services and Trend Micro's security solutions to securely process massive volumes of healthcare data, enabling real-time predictive analytics and innovative generative AI workflows that improve patient outcomes and operational efficiency. The partnership between Xsolis and Trend Micro highlights the importance of building trusted security relationships to effectively manage risk and accelerate digital transformation in the healthcare industry.
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The rising need for customer trust in cybersecurity is becoming a critical element in the rapidly evolving landscape, as vendors and customers seek deeper transparency, governance, and collaboration to address security incidents, breaches, and the growing impact of AI and data management. Leveraging AI and automation can help streamline processes, improve efficiency, and enhance trust, but requires careful governance, oversight, and a focus on transparency to build customer confidence.
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The presentation highlights the growing challenges of compliance and security in the cloud era, where regulatory changes are occurring at an unprecedented rate. The Wipro Cloud Compliance Shield, built in collaboration with AWS, offers an integrated solution that leverages AI and ML to automate compliance tracking, risk assessment, and remediation, providing real-time visibility and cost savings for organizations.
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This presentation discusses how Vonage, an AWS partner, helps financial service institutions (FSIs) protect their clients from authorized push payment (APP) fraud using a combination of omnichannel communication, user experience design, network insights, and AI/ML capabilities. The key solutions presented include branded calling, multi-factor authentication, and real-time fraud scoring, all of which are designed to enhance security while improving the customer experience.
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This talk explores the role of AI in improving cloud detection and response, highlighting how AI can be leveraged to address the growing threat landscape and speed up security operations. The presentation covers the accessibility of AI technology, its potential impact on the cyber kill chain, and the need for advanced cloud security solutions that leverage AI and machine learning to detect known and unknown threats, correlate alerts, and automate response actions.
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This talk discusses the importance of data defensibility in the cloud, highlighting the surge in cloud attacks, the rise of ransomware, and the high costs of data breaches and downtime. The speaker presents a comprehensive data-centric cyber-resilience strategy, emphasizing the need to eliminate unnecessary data, limit access, continuously assess data posture, and monitor activity within the environment.
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The presentation covers best practices for cyber readiness, recovery, and rebuild, including the use of AWS services and Commvault solutions to achieve cyber resilience across cloud environments. Key topics include immutable air gaps, Cleanroom Recovery for testing, Cloud Rewind for modern application protection, and event-driven architectures for scalable data protection.
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This presentation discusses how Corewell Health, a large healthcare system in Michigan, implemented the Claroty xDome platform to manage cyber vulnerabilities in their connected medical devices. The key highlights include achieving comprehensive device visibility, improving security posture, and enhancing the efficiency of cyber defense teams through integrations with existing tools and workflows.
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Siemens simplifies security operations by leveraging Cribl to centralize and transform security logs from across their AWS environment, enabling them to gain greater visibility and reduce data volume by up to 95%. The solution allows Siemens to efficiently ingest data from Amazon Security Lake, transform it to meet their security team's needs, and feed it into their SIEM for improved threat detection and investigation.
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This session explores real-world defense strategies to enhance cyber resilience in the cloud, featuring a fireside chat with SimonMed Imaging on their journey to improve data protection and recovery. The presentation delves into the challenges organizations face in maintaining cyber resilience, such as data fragmentation and long recovery times, and showcases Cohesity's solutions to address these issues through integrated security tools, threat detection, and rapid recovery capabilities.
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The presentation discusses how Pismo, a cloud-native payment processing platform, leverages AWS services and best practices to address the challenges of building a secure, resilient, and scalable banking system. The key aspects covered include the use of event-driven architecture, composable services, adaptable connectivity, real-time event delivery, and self-healing applications, all underpinned by a strong security posture and comprehensive CI/CD framework.
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The video discusses how Wiz, a cloud security company, helps organizations secure their cloud environments and applications by providing a unified, horizontal approach that bridges the gap between cloud and code security. The presentation highlights Siemens' journey in adopting Wiz's solutions and the key lessons learned in building a mature cloud security program that involves developers and business units.
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The presentation covers the security challenges in the software supply chain, including malicious packages, compromised developers, and cloud misconfigurations. The presenters introduce Datadog's solutions to detect, protect, and respond to these threats across the entire software development lifecycle.
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The video discusses how Palo Alto Networks is using AI and machine learning to improve cloud security remediation and risk prioritization. The key focus is on leveraging AI to automate the process of identifying, prioritizing, and remediating security issues in cloud environments, with the goal of reducing the time and effort required to address these problems.
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This presentation covers the security challenges and solutions for adopting AI applications in enterprises. It discusses the need for visibility, risk analysis, and data security across the AI ecosystem, as well as runtime protection against emerging AI-specific threats like prompt injection and model DoS attacks.
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This session discusses the security challenges and best practices for deploying large language model-based AI applications in the cloud. The speaker covers the adoption trends, security considerations, the shared responsibility model, and strategies to secure the AI application development lifecycle, cloud services, and runtime environment.
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This session discusses how AWS and Palo Alto Networks can be used to secure applications in the cloud. It covers different firewall options, including self-managed VM-series instances and Palo Alto's managed Cloud NGFW, as well as the benefits of centralized management and cloud-delivered security services.
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This presentation explores the multi-layered security approach offered by the HAProxy application delivery platform on AWS. It showcases how HAProxy's robust security features, such as access control, rate limiting, bot detection, and web application firewall, can effectively protect against a wide range of threats, ensuring secure and high-performance application delivery on the cloud.
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This video discusses Okta's Workforce Identity Cloud and its approach to unified identity management, covering identity discovery, enforcement, and post-authentication detection and response. The presentation also highlights the importance of integrations and industry standards in elevating security across the SaaS ecosystem.
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This presentation explores Zscaler's approach to securing cloud workloads and data against ransomware and cyber threats. It highlights Zscaler's Zero Trust Exchange for macro-segmentation and its Data Security Posture Management (DSPM) solution for data discovery, classification, and risk assessment in AWS environments.
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This talk discusses the need for a disruptive approach to identity security, which has been underserved for the past 20 years. The speaker proposes a data-driven, permissions-focused solution that leverages a graph-based access model to provide visibility, intelligence, and control over the complex and ever-changing landscape of modern enterprise identities and access.
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This talk presents a comprehensive framework for securing large language models (LLMs) and building safe and compliant generative AI applications. The framework covers automated discovery of AI models, risk assessment, data governance, security controls, and compliance integration to help organizations mitigate the OWASP Top 10 vulnerabilities and deploy LLM-based applications faster and with lower risk.
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This session discusses shifting left in security policy design, focusing on implementing security by design, particularly for generative AI (Gen AI) workloads. The speakers emphasize the importance of building security into the development process, fostering cross-functional collaboration, and leveraging automation and AI-driven tools to enhance security and efficiency.
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This presentation discusses the evolving threat landscape in cloud environments, highlighting the tactics used by adversaries to gain initial access, escalate privileges, establish persistence, and exfiltrate data. It also emphasizes the importance of proactive security measures, including effective incident response processes, comprehensive logging, and the use of security tools like CrowdStrike's Falcon platform to detect and mitigate these sophisticated attacks.
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This talk explores how Auth0 by Okta and Amazon Bedrock can help secure AI-driven applications, focusing on customer identity management, SaaS applications, and authorization for generative AI agents. The speaker discusses the identity maturity curve, security considerations, and the integration of Bedrock to enable secure and seamless authentication and authorization for AI-powered applications.
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This talk discusses the evolution of cloud security and the need to shift security practices both left (earlier in the development lifecycle) and right (in the runtime environment) using a runtime-powered cloud security platform. The speaker emphasizes the importance of prioritizing real risks, optimizing team efficiency, and defending against evolving threats to achieve security excellence.
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The talk discusses the strategic partnership between Cisco and Splunk, highlighting how the combined capabilities of their platforms can enhance digital resiliency, leverage AI for security operations, and provide end-to-end visibility across the IT ecosystem. The presenters emphasize the importance of operationalizing technology, focusing on data-driven outcomes, and aligning security with the broader business and industry context.
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The presentation discusses the growing threat of zero-day attacks and the limitations of traditional security solutions in protecting Amazon S3 buckets. It introduces DSX for Cloud, a comprehensive zero-day data security solution that provides real-time prevention, explainability, and high scanning throughput to protect against known and unknown threats.
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This talk explores the challenges of securing the software supply chain and the solutions offered by AWS and SUSE. It covers the components of the software supply chain, potential attack vectors, and the security models and tools available to mitigate these threats, including SUSE Rancher Prime, SUSE Observability, and SUSE Security.
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This AWS re:Invent 2024 session covers how to effectively manage secrets in dynamic environments, including techniques for rotating secrets, generating dynamic secrets, and leveraging tools like HashiCorp Vault to improve secrets management and security. The session provides practical guidance and demonstrations on discovering and remediating unsecured secrets, as well as strategies for integrating secure secrets management into application development and deployment workflows.
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This talk explores the intersection of cloud security and generative AI, highlighting the risks and opportunities presented by the rapid advancements in AI technology. The speaker discusses strategies for securing AI workloads, leveraging AI to enhance security defenses, and the importance of developing a multi-faceted approach to address the evolving threat landscape in the age of generative AI.
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The presentation discusses how Orca Security, a cloud security platform, is leveraging generative AI to increase the efficiency of cloud security teams. The speaker showcases three key use cases: natural language search, automated remediation recommendations, and self-documenting queries, all of which demonstrate the practical applications of generative AI in enhancing cloud security operations.
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The talk explores the transformative impact of AI on cloud computing, the security challenges it presents, and the strategies organizations can adopt to protect their data, models, and infrastructure. It emphasizes the importance of planning security from the ground up, leveraging a platform-wide AI mesh to anticipate and mitigate risks, and striking a balance between innovation and security.
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This presentation discusses how Natera, a bioinformatics company, leverages data security posture management strategies and the BigID platform to safeguard its AWS data. It highlights the challenges of data management, the importance of data visibility and classification, and the evolving role of AI in security operations.
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The presentation discusses the challenges of securing 'island VPCs', which are cloud-native application environments that can be difficult to integrate with traditional on-premises security controls. The speaker showcases Aviatrix's solution, which leverages AI-driven policy recommendations and a cloud-native firewall to provide agentless security for these isolated environments, enabling a rapid transition to a zero-trust security posture.
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Serverless
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Elastic Cloud Serverless, a new stateless architecture for Elasticsearch, offers hassle-free operations at scale with boundless storage and independent scaling of indexing and search, delivering simplified operations, performance, and control of spend for a variety of use cases.
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The video discusses how Asurion, a large tech insurance company, leveraged Redis to build a scalable and responsive chatbot system using Retrieval Augmented Generation (RAG) technology. The presentation highlights Asurion's journey in addressing challenges around scalability, latency, and customer experience, and how Redis's features like semantic caching and vector databases helped them achieve their goals.
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The presentation discusses how AWS and NetApp can provide a secure and scalable data foundation for generative AI (GenAI) applications. The key highlights are the use of FSx for NetApp ONTAP to centralize and protect data, the BlueXP Workload Factory to accelerate GenAI deployments, and the integration with AWS services like Bedrock, SageMaker, and Amazon Queue.
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Storage
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This talk covers the challenges of data protection and recovery in the context of Amazon S3, and introduces Clumio Backtrack - a solution that enables effortless, scalable, and reliable rollback of S3 data to a specific point in time. The speaker also provides a sneak peek into Clumio's upcoming DynamoDB backup and restore capabilities, which will allow granular, in-place restoration of data.
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The video discusses the partnership between Hitachi Vantara and AWS, showcasing Hitachi's software-defined storage (SDS) solution, VSPOne, which aims to provide a seamless hybrid cloud experience by offering the same capabilities and features both on-premises and in the cloud. The partnership leverages the strengths of both companies to address the challenges of hybrid cloud adoption, enabling customers to benefit from Hitachi's enterprise-grade storage solutions and AWS's cloud infrastructure and services.
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Eon, a cloud-native backup posture management platform, presents a revolutionary approach to cloud infrastructure backup, addressing the challenges of cloud resource sprawl, snapshot searchability, and cumbersome restoration processes. The platform automatically classifies resources, applies customizable backup policies, and provides a purpose-built, globally searchable backup storage tier, enabling customers to make their backups a useful asset.
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Supply Chain
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This presentation outlines a data-driven approach to building resilient supply chains with AWS. It showcases how Capgemini, in collaboration with AWS, helps customers in various industries address supply chain challenges through solutions like control towers, smart factories, and digital twins, while also emphasizing the importance of a thorough assessment phase to identify and address the specific needs of each customer.
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Moderna's transformation of its supply chain, enabled by AWS technologies, allowed the company to efficiently distribute COVID-19 vaccines across the United States, ensuring timely delivery and minimizing waste. The presentation highlights how Moderna leveraged AWS Supply Chain and generative AI to address the unique challenges of their pharmaceutical supply chain, serving as a model for other organizations seeking to enhance their supply chain resilience and responsiveness.
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Sustainability
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The session discusses the concept of 'black swan' events, such as the COVID-19 pandemic, and how financial institutions are leveraging data and AI, particularly generative AI, to address the challenges posed by climate change and drive sustainable solutions, or 'green swan' solutions. The speakers emphasize the importance of a collective and integrated approach to sustainability, where it becomes a core part of the way of working, rather than a siloed effort.
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