AWS re:Invent 2024 - Lightning Talks
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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 facet of the business, including decision-making, customer interactions, and product offerings. It discusses the challenges of making this transformation, such as ensuring high-quality data, developing the right AI resources, and maintaining ethical and transparent processes.
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Salesforce's Agentforce platform enables the creation of AI-powered agents that can augment and empower employees, enhance customer experiences, and drive higher revenue. The platform offers a range of pre-built agents for various business functions, as well as the ability to build custom agents tailored to specific needs, all while ensuring data security and seamless integration with Salesforce's ecosystem.
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This video presents Wherobots AI, a solution that enables easy extraction of insights from satellite imagery at scale. The speaker highlights Wherobots' high-performance computing engine, seamless integration with various data sources, and its managed raster inference service that simplifies the use of computer vision models on large-scale satellite data.
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This talk provides insights into scaling generative AI in the enterprise, drawing from the speaker's experience in the energy sector. It covers key considerations, such as aligning with organizational goals, identifying opportunities and risks, and building the right operating model and technology infrastructure to successfully implement and scale generative AI solutions across the enterprise.
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The talk explores how Infinite Athlete, a sports technology company, is revolutionizing the industry by leveraging AI and Amazon Bedrock to create innovative solutions that transform how sports data is managed and analyzed. The presenters discuss Infinite Athlete's journey, the challenges faced by traditional sports leagues, and the benefits of using Bedrock to build generative AI applications that empower users to interact with data in more intuitive and efficient ways.
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Jefferies, an investment bank, has partnered with HCLTech and AWS to adopt generative AI for transforming its corporate functions. The presentation highlights Jefferies' journey in leveraging AWS services and a collaborative approach to tackle use cases like email classification and anomaly detection, showcasing the significant impact and learnings from their GenAI initiatives.
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The presentation outlines a comprehensive strategy for enterprises to develop and implement generative AI, covering key aspects such as understanding the baseline, identifying use cases, managing data, selecting models, and addressing governance and responsible AI concerns. The speaker also emphasizes the importance of sustainability, cost optimization, and the necessary skills and technologies required to thrive in the era of generative AI.
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This talk explores the critical role of women in the development of ethical AI, highlighting the current state of gender parity in the technology industry and the opportunities for women to shape the future of AI. The speaker shares personal insights and data-driven insights, emphasizing the need for increased diversity, mentorship, and inclusive practices to ensure that AI systems are designed and deployed responsibly.
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The presentation showcases how to leverage generative AI to extract insights from unstructured data, such as audio recordings of customer conversations. The speaker demonstrates a rapid prototyping approach using tools like Redpanda Connect, AWS Bedrock, and prompt engineering to structure the data and derive valuable insights within a single workday.
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The talk discusses the importance of agentic reasoning in enterprise AI, highlighting the need to move beyond simple employee productivity gains to achieve transformative business outcomes. The speaker outlines the technical challenges and architectural components required to build a robust agentic reasoning system that can navigate complex business processes and integrate with multiple systems of record.
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This presentation explores how generative AI can transform service delivery in the public sector. The speakers discuss several case studies where AI-powered chatbots and other generative AI applications have helped government agencies and educational institutions improve customer experience, increase efficiency, and gain valuable insights from their data.
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This session explores the power of prompt engineering in image analysis using generative AI models like AWS Bedrock. The presenters demonstrate how refining prompts with context, instructions, and constraints can significantly improve the quality and relevance of image analysis results, particularly for satellite imagery and urban planning applications.
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This session explores the challenges and solutions for building safe and secure enterprise AI using Securiti AI's Gencore platform and Amazon Bedrock. The presentation highlights the importance of data security, privacy, governance, and regulatory compliance in the context of generative AI, and showcases how Securiti AI's composable pipeline and contextual insights can help organizations confidently adopt and deploy generative AI use cases.
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This talk explores how Netflix evaluates and benchmarks various AWS instances, including NVIDIA GPUs and AWS Silicon Premium instances, for their large language model (LLM) and foundation model (FM) workloads. The presenters discuss Netflix's use of the open-source FMBench tool to assess price-performance, latency, and throughput across different inference engines and deployment scenarios, enabling data-driven decisions for their growing generative AI workloads.
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This talk explores the concept of Responsible AI and how Amazon Bedrock Guardrails can help organizations implement application-specific safeguards to mitigate risks associated with AI systems, such as unintended disclosure of information, inconsistent brand messaging, and loss of customer trust. The speaker discusses the eight dimensions of Responsible AI and demonstrates how Bedrock Guardrails can be used to filter out inappropriate user inputs, protect sensitive information, and ensure conversations stay on-topic and aligned with the organization's goals.
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This talk explores strategies to mitigate social bias when implementing generative AI workloads. The presenters discuss techniques such as sourcing diverse training data, interdisciplinary collaboration, model evaluation, and output filtering to ensure fair and responsible deployment of these powerful AI systems.
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This presentation introduces the AWS and SAP Joint Reference Architecture for Generative AI, highlighting the benefits of leveraging AWS and SAP solutions to boost worker productivity, gain insights, and enable new experiences for customers and employees. The talk covers the three-layer AWS Generative AI stack, the availability of AWS Bedrock for building custom Generative AI applications, and the integration of these services with the SAP ecosystem.
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The PGA TOUR, in collaboration with NLP Logix and AWS, is transforming live player commentary in golf by leveraging advanced AI and data analytics to provide a more immersive and contextually relevant experience for fans. Through a rigorous process of understanding the data, aligning stakeholders, and validating the generated commentary, the team has developed a scalable solution that enhances fan engagement and delivers insights beyond the traditional golf broadcast.
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This presentation explores the synergies between Snowflake and AWS for secure and scalable architectures in the realm of Generative AI. It showcases the capabilities of both platforms, highlighting how customers can leverage their integration to build powerful AI-driven applications.
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This presentation showcases a suite of AI agents developed by Zeus AI, built on the AWS Bedrock platform, that enable enterprises to rapidly deploy and customize AI solutions across a variety of use cases, from personalized content generation to operational assistance in highly regulated industries. The agents leverage advanced architectures, including multi-modal and multi-agent systems, to provide powerful and adaptable AI capabilities that can be tailored to specific business needs and integrated seamlessly into existing workflows.
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This talk explores how AWS and its partners are working together to unlock customer outcomes with generative AI. The speakers discuss the Generative AI Center of Excellence, the Generative AI Competency Program, and various marketing programs and resources available to AWS partners to differentiate their offerings and co-market with AWS.
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This talk explores the importance of embedding diversity, inclusion, and equity principles into the lifecycle of large language models (LLMs) to address the issue of bias detection and mitigation. The speaker discusses strategies for ensuring fair and responsible AI development, including data collection, model architecture, and adversarial testing, as well as the use of tools and resources like Amazon Bedrock Guardrails and Retrieval Augmented Generation (RAG) models.
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This talk explores how organizations can leverage generative AI models from AWS Marketplace to build innovative applications that deliver new experiences for customers and employees. The presentation showcases a demo application that integrates pre-trained text and image generation models, providing a streamlined approach to creating content and concepts for various use cases.
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The presentation discusses the partnership between Cloudera and NVIDIA to provide an AI Inference Service that leverages NVIDIA's NIM (NVIDIA Inference Microservices) technology for accelerated and scalable deployment of generative AI models within enterprises. The service offers features such as one-click deployment, enterprise-grade security, and unified platform support to help organizations overcome the challenges of deploying and managing generative AI applications at scale.
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The talk covers the development of a generative AI agent platform called Squid Cloud, which enables users to create and integrate AI agents into their applications. The platform provides a range of features, including data integration, task automation, and AI-powered query capabilities, all while ensuring the security and privacy of user data.
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The video discusses how CDW, a cloud services provider, is leveraging generative AI to improve its internal operations and offer customized solutions to customers. The speakers provide an overview of the AI market, highlighting the different approaches and patterns, such as Retrieval Augmented Generation (RAG) and Modular Reasoning, Knowledge, and Language (MRKL), and emphasize the benefits of AWS Bedrock's choice and flexibility in using various language models.
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Aerospace
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The presentation explores the evolving trends, challenges, and digital transformation opportunities in the aerospace and defense maintenance, repair, and overhaul (MRO) industry. The speaker introduces Tech Mahindra's MRO.NXT platform, which leverages AWS to address key industry pain points and enable the industrialization of MRO services through advanced technologies and solutions.
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Analytics
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This session presents an end-to-end data strategy for enhancing customer experience, emphasizing the importance of aligning technology, people, and processes with a data-driven mindset. The speaker discusses the key components of a modern data architecture, including data discovery, ingestion, storage, processing, and segmentation, and highlights AWS services that can support this strategy.
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The presentation explores how Arccos Golf, a golf analytics company, is using AWS and generative AI to transform the game of golf. The key focus is on addressing the challenges of making complex golf analytics accessible and engaging for golfers, and the technical approaches Arccos has taken to leverage language models to summarize data and provide personalized insights to users.
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This presentation discusses how Nasdaq has leveraged data observability with Monte Carlo to improve data quality and reliability across its various data-driven applications and services. The speaker highlights how Nasdaq has been able to detect, triage, resolve, and measure data quality issues more effectively, leading to significant time and cost savings.
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This video presentation outlines how AWS and DXC have partnered to create a pre-built solution on top of AWS Insurance Lake that helps insurance companies modernize their operations using generative AI and data analytics. The solution provides a comprehensive platform with pre-built connectors, data models, BI reporting, and machine learning/generative AI models to address common challenges in the insurance industry, such as improving agent productivity, cross-selling, and customer retention.
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Luminate, a major provider of data to the music and entertainment industry, has leveraged AWS services such as Amazon Bedrock, Amazon Q, and Snowflake Cortex to build an AI-powered platform that delivers actionable insights to its customers. The platform utilizes a hybrid approach combining graph embedding and text embedding to enable advanced queries and visualizations, ensuring the accuracy and trustworthiness of the AI-generated responses.
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This talk explores how Snowflake's AI data cloud can help enterprises accelerate their digital transformation by leveraging data and AI capabilities. It highlights Snowflake's industry-specific solutions, partnerships, and the ability to collaborate and share data and applications within the Snowflake ecosystem.
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Architecture
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Smarsh, a leader in communications compliance, shares how they reimagined their product culture and underwent a large-scale migration to AWS to scale and meet customer needs. The presentation covers their architectural migration, the creation of an observability platform, and the reorganization of their platform engineering team, all of which enabled them to deliver value and innovate for their customers.
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This session provides a high-level overview of an industrial data strategy for manufacturers, focusing on the AWS Industrial Data Fabric (IDF) framework. The speaker discusses how manufacturers can leverage AWS services and architectural patterns to ingest, store, contextualize, and act on their industrial data, enabling use cases such as predictive maintenance and quality improvement.
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Blockchain
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This talk explores two use cases of using Amazon Bedrock Agents for blockchain analysis and decentralized finance (DeFi) interaction. The first use case demonstrates how Bedrock Agents can enable natural language queries on public blockchain datasets, while the second use case showcases a Bedrock Agent-powered DeFi assistant that can perform on-chain research, wallet management, and security threat detection.
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Cloud
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This presentation discusses how automated migrations to the cloud can set the stage for accelerated digital transformations. The speaker introduces Concierto, a SaaS platform that unifies the cloud migration, management, modernization, and maximization processes, enabling companies to migrate to the cloud 2-4 times faster than traditional methods.
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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 cloud infrastructure. By embracing proactive governance and automation, organizations can achieve greater efficiency, cost savings, and long-term success in their cloud journey.
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Compute
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This presentation discusses the impact of data on the future of sports, focusing on two key examples: the launch of TGL, a new data-driven golf competition format, and the PGA Championship's use of personalized fan data to enhance the spectator experience. The speaker highlights the growing importance of data rights management and the need for sports organizations to own and leverage their fan data to drive innovation and create new revenue streams.
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This talk explores the concept of cloud agnosticism, highlighting the challenges of multi-cloud environments and the benefits of adopting a cloud-agnostic approach. The speakers discuss principles, technologies, and strategies for building a platform that enables enterprises to leverage multiple cloud providers while maintaining independence and flexibility.
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This talk provides an overview of the RAPIDS Accelerator for Apache Spark, which can accelerate Spark workloads on AWS EMR and EC2 instances by leveraging NVIDIA GPUs. The speaker discusses the performance improvements and cost savings achieved by using the RAPIDS Accelerator, as well as a tool to identify the best Spark jobs to run on GPUs.
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This talk presents the journey of LPL Financial, a leading broker-dealer in the US, in adopting AWS cloud to modernize its trading systems. The key highlights include incremental adoption, focus on business outcomes, talent development, and transparent communication with stakeholders to ensure a successful cloud transformation.
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The video discusses AWS's strategy for new customer engagement and expansion, emphasizing the critical role of partners in driving greenfield opportunities. It highlights the potential for significant growth and the need for dedicated resources, sales plans, and go-to-market approaches tailored to different customer segments.
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The video showcases how NTT and AWS have digitally transformed the iconic Isle of Man TT (Tourist Trophy) race, one of the most dangerous motorsports events, by implementing a comprehensive IoT-based race management and timing system. This solution provides real-time safety visibility, predictive analytics, and seamless integration with media platforms, enhancing the spectator experience and ensuring the safety of the riders and the event.
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The video discusses how AWS and its partners are scaling co-sell across regions with industry solutions, focusing on the example of the AWS Industrial Data Fabric (IDF) solution. The presenters share insights from pilots in India, Brazil, and Japan, highlighting the mechanisms and best practices they have developed to enable partners, build regional expertise, and accelerate sales cycles.
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This video presentation explores the transformative potential of edge AI, showcasing how Qualcomm's edge computing platform and Qualcomm AI Hub are empowering developers to seamlessly integrate cloud-based model training with on-device optimization and deployment. The presentation covers diverse edge AI use cases in industries like IoT, automotive, and XR, highlighting Qualcomm's holistic approach to enabling advanced, context-aware edge AI capabilities.
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This talk explores the challenges of managing petabyte-scale data and AI workloads, and proposes a solution using MinIO's software-defined object storage and AWS's elastic compute capabilities. The key advantages include cost control, data protection, and the flexibility to leverage the latest hardware accelerators without compromising data ownership.
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This presentation explores how AWS is collaborating with utilities and research labs to enable a dynamic, software-defined power grid that can effectively manage the increasing demand and unpredictable supply from renewable energy sources. By addressing challenges related to grid asset management, simulation at scale, and leveraging smart meter data, AWS is developing technologies to help utilities plan, operate, and maintain a reliable and sustainable power grid.
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This video presentation discusses how PointFive, a company with extensive cybersecurity experience, has applied similar methodologies to the domain of cloud cost optimization. The presenters highlight the similarities between the challenges faced by FinOps teams and those previously encountered by cybersecurity practitioners, and demonstrate how their 'DeepWaste' solution leverages continuous detection and remediation workflows to help customers save money on their cloud bills.
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This session explores how to architect a reliable and scalable real-time inference application on Amazon EKS, leveraging AWS storage services and open-source tools like KEDA and Karpenter. The presentation demonstrates the end-to-end solution, showcasing how to load models quickly, scale the environment dynamically, and ensure high availability even for stateful workloads.
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The AWS Graviton Savings Dashboard is a powerful tool that provides insights into current Graviton usage and identifies potential cost savings opportunities across Amazon EC2, RDS, ElastiCache, and OpenSearch. The dashboard's comprehensive data analysis and visualization capabilities empower organizations to make informed decisions and accelerate their Graviton adoption journey.
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This talk discusses Roblox's journey in scaling their GPU infrastructure and leveraging large language models (LLMs) to power various features in their metaverse platform. The presentation covers the challenges faced with Kubernetes-based GPU scheduling, the solutions implemented in their v1 and v2 approaches, and the resulting improvements in efficiency, cost-effectiveness, and responsiveness.
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The video discusses the importance of designing resilient generative AI workloads, covering key resilience properties, challenges, and strategies to ensure fault isolation, sufficient capacity, timely output, correct output, and redundancy. The presenters emphasize the need to balance ease of prototyping with the complexities of production-ready systems, highlighting the importance of observability, business requirements, and a holistic understanding of the generative AI stack.
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Zesty's Kompass platform revolutionizes Kubernetes management by offering automated solutions to optimize compute and storage resources, enabling significant cost savings while maintaining SLAs. The platform's unique HiberScale technology allows for rapid node scaling, empowering customers to effectively leverage spot instances and dynamically manage persistent storage.
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This presentation discusses the use cases and benefits of migrating workloads to AWS Graviton, Amazon's custom-designed ARM-based processor. The speakers highlight Graviton's price-performance advantages, sustainability features, and suitability for a wide range of use cases, including data-intensive workloads, AI/ML, and open-source databases.
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Data
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The talk discusses the growing importance of data in the era of generative AI and how organizations can leverage data to scale their AI use cases effectively. The speaker outlines a strategic approach that involves curating proprietary data sets, connecting and contextualizing data, treating data as a product, and ensuring data fairness to unlock the full potential of AI in solving complex business problems.
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Databases
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This presentation introduces Amazon Aurora PostgreSQL Limitless Database, a managed horizontal scaling solution that provides the power of sharding with the simplicity of a single database cluster. The system scales to millions of write transactions per second, delivering high performance and availability through a serverless architecture that automatically scales compute and storage resources as needed.
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InfluxDB, a leading time series database, offers real-time intelligent systems with its latest version 3.0, featuring sub-second response times, lower storage costs, and unlimited cardinality. The presentation covers InfluxDB's capabilities in various use cases, including DevOps monitoring, IoT analytics, and high-cardinality custom analytics, highlighting its ability to provide proactive insights and decision-making.
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This presentation discusses the need for fast and secure AI context, highlighting the challenges of data security, privacy, and availability. It introduces the concept of hybrid vector search, which combines traditional and vector-based search techniques to provide more accurate and performant AI context retrieval, and showcases how this can be implemented using open-source tools like Postgres and OpenSearch.
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This session introduces the AWS Public Blockchain datasets, which provide open access to blockchain data from various chains, and demonstrates how this data can be leveraged using tools like Amazon Athena and a text-to-SQL Bedrock agent. The presenters highlight the synergies and differences between the Public Blockchain datasets and Amazon Managed Blockchain Query, and discuss plans to expand the dataset offerings and improve query performance.
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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-performance and cost-effective solutions for its data-intensive application. The presentation covers Tripadvisor's system architecture, the technologies powering the platform, and the critical role of ScyllaDB in enabling millisecond-level latencies and handling billions of user events per day.
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This talk discusses the challenges of unifying data governance across different cloud data platforms, such as Snowflake, Databricks, Amazon Redshift, and AWS Lake Formation. The speaker introduces Immuta, a policy orchestration engine that can centrally manage access controls and push them to the underlying security models of these platforms, enabling a unified data governance approach.
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The presentation discusses the integration of SingleStore, a multi-model database solution, with Amazon Bedrock, a flexible platform for building multi-agent retrieval-augmented generation (RAG) systems. It showcases how this integration can simplify the development of intelligent applications by providing a harmonized, high-performance, and scalable data platform.
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This talk discusses the design patterns and architecture required to build resilient, multi-region applications on AWS using YugabyteDB, a distributed SQL database. The speaker highlights three real-world case studies, showcasing how YugabyteDB's cloud-native architecture and features enabled mission-critical applications to achieve high availability, low latency, and seamless user experiences even in the face of unexpected failures and scaling demands.
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The presentation explores Fidelity Investments' use of Amazon MemoryDB for real-time vector search, highlighting its capabilities in enabling semantic search, durable semantic caching, retrieval-augmented generation, and anomaly detection. The speakers discuss Fidelity's decision-making process, including their evaluation of MemoryDB's performance, security, and ease of operations, and how the technology has helped address their specific use cases.
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Developer Experience
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The talk discusses the increasing role of generative AI in the software development lifecycle and the challenges it poses for code accountability and trust. The speaker proposes strategies to mitigate these risks, including integrating approved language models into the development workflow and using tools like Sonar's AI Code Assurance to verify the quality and security of AI-generated code.
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This session explores the importance of emotional intelligence, resilience, and self-confidence in building a successful long-term career, particularly in the tech industry. The speakers share insights on how to develop focus, make progress, and build trust through practical techniques such as the working backwards process, Pomodoro technique, and time management strategies.
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This video discusses how AWS partners can automate their sales cycles using CRM integration. The speakers highlight the benefits of CRM integration, such as increased pipeline volume, velocity, and visibility, and share success stories from partners who have implemented these solutions.
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This presentation explores how AWS's generative AI services, Amazon Q Developer and Amazon Q Business, can help organizations cultivate a culture of efficiency and innovation. It highlights the benefits of these services in boosting developer productivity, modernizing legacy applications, and empowering business users to become more productive and collaborative.
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This presentation highlights how AWS partners are accelerating industry modernization through line of business (LoB) innovation. The speaker discusses various examples of how partners have collaborated with customers to deliver innovative cloud-based solutions that improve customer experiences and drive business outcomes across different industries.
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The presentation highlights the significant opportunities in the small and medium business (SMB) market, which accounts for over 98% of businesses globally. It outlines AWS's efforts to support SMB partners, including the launch of the SMB competency, the AWS Rapid Ramp Credit program, and the upcoming Small Business Acceleration Initiative, aimed at accelerating SMB customers' cloud journeys.
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The video showcases an innovative approach by XL2, a joint venture of Audi and Capgemini, to address the growing demand for machine learning and AI skills in the automotive industry. Through a hands-on learning event using AWS DeepRacer, XL2 successfully engaged 250 students, providing them with practical experience in training and tuning reinforcement learning models while also exposing them to real-world industry applications.
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This workshop aims to help underrepresented founders overcome bias in fundraising by teaching them a framework to identify and respond to prevention-focused questions. The presenters share research on gender disparities in startup funding and provide practical strategies for founders to inform and promote their businesses effectively during the pitching process.
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This talk explores how companies can leverage generative AI to enhance customer experiences in the travel and automotive industries. By showcasing real-world examples of Lonely Planet and BMW, the speaker highlights how Amazon Bedrock, a managed service from AWS, can help businesses create personalized, curated, and seamless interactions with their customers.
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AWS Marketplace introduces 'Buy with AWS', a feature that allows customers to purchase software directly from AWS Marketplace-listed vendors' websites, streamlining the buying process and creating value for both buyers and sellers. The presentation showcases how Vendr, a software marketplace, has integrated with 'Buy with AWS' to provide fair pricing and a seamless purchasing experience for customers.
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The presentation showcases how Buyers Edge, a restaurant data analytics company, has leveraged the partnership between Salesforce and AWS to unify and centralize their data, enabling them to drive data-driven insights and customer experiences. The talk highlights the benefits of the Salesforce-AWS integration, including cost savings, developer efficiency, and the ability to leverage AI-powered agents for real-time customer actions.
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This presentation showcases how an Italian radio broadcaster leveraged AWS services and generative AI to unlock insights from their 50-year-old data trove, including equipment manuals, regulatory information, and coverage maps. By building a conversational data platform powered by Amazon Bedrock and Retrieval Augmented Generation, the customer was able to dramatically reduce the time to access critical information and enable non-technical users to explore the data.
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This session provides insights on maximizing the efficiency of AWS Marketplace sales operations, focusing on new analytics, co-sell features, and scaling engagements. The session covers the AWS Marketplace engagement score, solution-level engagement score, partner matching engine insights, and leveraging Partner Connections to expand reach and accelerate deal closures.
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This talk discusses the key steps to build successful AI products that users love and adopt, including understanding user needs, building real prototypes, lowering adoption barriers, and measuring both technical and product metrics. The speaker shares the story of how they worked with a customer, YPulse, to build a customer-facing AI research assistant that drove 25% increased engagement and a 30% perceived value increase.
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AWS Marketplace offers a streamlined procurement experience for buyers and a powerful go-to-market platform for SaaS sellers. The session highlights the key benefits of the Marketplace, including reduced onboarding efforts, procurement efficiencies, and co-sell opportunities, making it an ideal path for SaaS transformation.
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This presentation showcases how Sisense's AI-powered analytics platform can empower developers to seamlessly embed advanced analytics capabilities into their applications, enabling their users to become data-driven decision-makers. The video demonstrates how Sisense's AI-driven features, such as auto-modeling, voice-powered data exploration, and natural language-based visualization generation, can enhance the analytical experience for both developers and end-users.
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This talk explores how generative AI can empower and equalize the workplace for neurodivergent individuals, highlighting the importance of inclusion and the competitive advantage of neurodiversity. The presenters discuss practical applications of AI tools to support executive function, communication, and feedback for neurodiverse builders, emphasizing the need to advocate for and implement these technologies in the workplace.
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This presentation showcases Unstructured, a 2-year-old company that specializes in transforming unstructured data into a format consumable by Large Language Models (LLMs) for Retrieval-Augmented Generation (RAG) systems. The company has developed a comprehensive platform that orchestrates various transformation models, vector storage solutions, and data connectors to ensure high-quality data ingestion and delivery to RAG workflows.
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This talk discusses how Smartsheet's AI-powered project management capabilities can help overcome the common challenges faced in IT project and program management, such as lack of prioritization, inefficient resource allocation, and poor visibility. The speaker showcases how Smartsheet's AI-driven features, including resource allocation, data integration, and predictive analytics, can enable more effective and data-driven decision-making throughout the project lifecycle.
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This video demonstrates how Amazon EventBridge Pipes can be used to integrate applications without writing complex 'glue code'. The presentation showcases two examples of using Pipes to filter and enrich events, highlighting the ease of connecting AWS services and the cost-effective nature of this approach.
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This session showcases the capabilities of Amazon Q, a large language model assistant, in accelerating the development of serverless applications. The presenter demonstrates how Amazon Q can quickly generate code, write unit tests, and automatically document the application, significantly reducing the time and effort required to build a functional application.
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This session at AWS re:Invent 2024 explores the journey of JustServe, a volunteer platform, as they modernized their application architecture to meet growing global demand. The speakers discuss the challenges faced, the solutions implemented, and the lessons learned during their cloud migration and modernization process, providing valuable insights for other organizations looking to embark on a similar journey.
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This presentation showcases an AI-powered shopping assistant built on AWS services, designed to enhance the online shopping experience by addressing challenges like product discovery, information overload, and personalization. The solution leverages Amazon Bedrock, OpenSearch, and DynamoDB to create an engaging and contextual shopping experience, demonstrating the potential of generative AI in transforming the future of e-commerce.
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This session explores how United Way of Orange County leveraged Amazon Connect to transform their 211 crisis hotline, improving call center operations, agent productivity, and client outcomes through advanced analytics and automation. The presentation highlights the benefits of a unified, data-driven approach to social service delivery, enabling better coordination and visibility across the complex ecosystem of care.
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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, vector-based matching, and conversational interfaces to provide more accurate and intuitive search experiences.
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This talk discusses how Moderna, a leading biotechnology company, leveraged the data mesh principles and dbt's capabilities to address their key data challenges around data accessibility, governance, and scalability. The speaker highlights how Moderna's adoption of dbt and its cross-platform dbt Mesh feature enabled them to build a unified data platform, maintain data lineage, and empower their domain-driven data engineering teams.
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KONE, a global leader in elevator and escalator manufacturing, partnered with PwC and AWS to implement a scalable and cost-effective data movement layer (DML) that supports predictive maintenance models, AI engineering, financial analysis, and operational reporting, enabling the company to become a more data-driven organization and drive innovation. The DML, powered by native AWS solutions, has replaced expensive middleware and improved KONE's reusable integration architecture, aligning with their vision of delivering cloud innovation to transform their business.
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This presentation at AWS re:Invent 2024 focuses on empowering and elevating seller communities by sharing best practices and tools for co-selling, training, and certification. The speakers discuss the current customer value and opportunity, the co-sell motion, and the various training and enablement offerings available to partners to help them develop the necessary skills and knowledge to better serve their customers.
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This session discusses how AWS Marketplace can help procurement teams scale their governance and reporting capabilities. The speaker highlights the key tools and features, such as procurement insights dashboards, purchase order support, and private marketplaces, that enable procurement teams to maintain control and visibility over their cloud software purchases while driving speed and agility.
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This talk discusses how Impetus, an innovative IT service delivery company, helps enterprises accelerate their success with generative AI by guiding them through a structured approach from pilot to production in under 6 weeks. The talk also covers Impetus' data platform modernization capabilities, including their flagship product LeapLogic, which helps enterprises migrate their legacy data and applications to the cloud in a cost-effective and efficient manner.
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AWS Marketplace Professional Services offers a streamlined way for customers to procure customized professional services to accelerate their AWS journey. The session covers how customers can find, purchase, and manage professional services offerings through the AWS Marketplace, including the ability to work with preferred channel partners and leverage features like purchase orders and customized pricing and payment options.
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Aisera, a Palo Alto-based startup, presents its enterprise agentic AI solution that provides easy-to-use, deployable experiences for enterprises across various domains. The company's AI Copilot and Agent Assist products, powered by its Agentic AI platform, enable seamless integration with AWS services and offer a secure, auditable, and privacy-focused approach to enterprise AI adoption.
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The talk discusses how platform engineering can benefit from a product management mindset to boost team productivity and achieve key business outcomes. The speaker highlights the importance of understanding customer needs, delivering incremental value, and leveraging internal developer portals as the foundation for platform engineering capabilities.
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AWS re:Invent 2024 showcases the AI efficiency edge, empowering teams with Okta and Amazon Q. The session explores how Okta and Amazon Q can seamlessly integrate to enhance productivity, security, and user experience in AI-driven environments.
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The presentation explores how healthcare providers can unlock the full potential of Salesforce on AWS, leveraging cloud infrastructure to access and activate data in innovative ways. It covers strategies for patient acquisition, access, and growth, as well as the potential for data monetization to drive industry-wide improvements.
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The talk explores the emergence of agentic systems, which are transforming the landscape of software and computing. The speaker proposes the development of an open and interoperable 'Internet of Agents' platform, calling for collaboration across vendors, customers, developers, and operators to build this new paradigm of distributed, goal-oriented computing.
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The talk explores the evolution of platform teams and how they can better support product teams by adopting a product-centric mindset, creating winning conditions, and building a strong partnership. The speaker emphasizes the importance of understanding customer problems, aligning goals, and becoming a trusted advisor to product teams in order to deliver value to the organization.
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This presentation discusses how Switchboard, MD is using generative AI to improve the efficiency and human connection in healthcare contact centers. By automating administrative tasks and providing real-time insights to agents, Switchboard, MD aims to reduce wait times, improve patient satisfaction, and empower contact center staff to focus on solving complex, human-centric problems.
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Switchboard, MD, a healthcare technology company, has developed an innovative contact center solution that leverages AWS and generative AI to streamline patient communication and improve the human experience in medicine. The solution automates administrative tasks, provides real-time medical record matching and analysis, and delivers recommended actions to contact center agents, enabling them to focus on addressing patient needs more effectively.
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This talk covers the challenges of managing the enterprise development environment, including the fragmented and complex nature of developer tools, workstations, and cloud services. The speaker introduces the concept of a 'Cloud Developer Environment' and the 'Enterprise Developer Environment' as solutions to these challenges, providing a standardized and secure platform for developers to work on a variety of projects and use cases.
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AWS Data Exchange provides a secure and scalable way for enterprises to seamlessly exchange structured and unstructured data, enabling them to enrich their models and dashboards with external data sources. The presentation highlights the various delivery methods offered by AWS Data Exchange, including S3, Redshift, and API, as well as the data grants feature, which allows users to share data with third parties while maintaining control over access and distribution.
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This session provides insights on optimizing AWS Marketplace listings to drive better conversions. It covers strategies for improving product discovery, facilitating customer evaluation, offering the right pricing options, and ensuring seamless procurement to enhance the customer experience and drive sales.
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This video discusses Merck's cloud transformation journey and the key principles behind their successful modernization factory model. The speaker, Sean Finnerty, shares insights on standardized architectural reviews, defined guiding principles, strong technical leadership, leveraging pre-existing application knowledge, and the importance of continuous feedback between the factory and supporting products and services.
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This presentation showcases how AWS Bedrock, a generative AI service, can enhance the efficiency and scalability of End User Compute (EUC) services, such as Amazon WorkSpaces. The solution demonstrates real-time data gathering, troubleshooting, and automated script generation to help EUC administrators manage their deployments more effectively.
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This talk highlights the importance of strategic upskilling for organizations to take advantage of the $3 trillion cloud adoption opportunity by 2030. Udemy's integrated skills framework is presented as a comprehensive approach to aligning employee skill development with business goals and outcomes, leveraging various learning modalities and measurement techniques to ensure the practical application of new skills.
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This session showcases how Miro, an AI-powered innovation workspace, can help accelerate complex migration and modernization projects on AWS. The presentation highlights Miro's features, such as collaborative diagramming, cost estimation, and project management integration, to address the challenges often faced in these large-scale initiatives.
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This presentation highlights how RingCentral is enabling organizations to unlock the power of voice in the era of generative AI. It showcases how RingCentral's AI-powered communications platform can enhance customer and employee experiences, improve productivity, and unlock valuable insights from voice data.
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This talk presents a solution called Wealth Management Accelerator (WMX) powered by generative AI, developed by Publicis Sapient for wealth management clients. The solution aims to enhance sales enablement, client servicing, and market research summarization, leveraging AWS technologies and a modular architecture to provide a customizable and secure experience for wealth advisors.
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This session provides an overview of the next-generation Heroku platform, which is built on cloud-native technologies and open standards. The presentation highlights Heroku's focus on developer productivity, cost savings, and seamless cloud-native workloads, as well as the introduction of new capabilities such as .NET support and a managed AI inference service.
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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 and close more deals by leveraging Merge, a platform that provides a single API to add hundreds of integrations quickly and maintain them over time. The speakers highlight the challenges of building and maintaining integrations at scale, the benefits of using Merge, and the positive outcomes Drata experienced, including saving engineering hours, unlocking revenue, and improving customer satisfaction.
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AWS re:Invent 2024 - Streamline ad monetization with Prebid Server Deployment on AWS (ADM302) introduces a comprehensive solution for deploying Prebid Server on AWS, providing scalable, cost-efficient, and customizable infrastructure to help content providers manage their ad monetization strategies effectively.
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This presentation explores how to build AI agents in Slack using AWS services, highlighting the integration of structured and unstructured data within the Slack platform to enhance productivity and decision-making. The speaker discusses various approaches, including pre-built applications, custom workflows, and Salesforce Agentforce, to seamlessly incorporate conversational AI into the Slack environment.
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This talk showcases how Boomi's AI-powered integration and automation platform, leveraging AWS services like Kendra and Bedrock, can enable effortless data integration and business process automation. The presentation highlights Boomi's suite of AI agents, including Boomi GPT, Boomi DesignGen, and Boomi Scribe, which empower users to build integrations, generate documentation, and troubleshoot issues using natural language interactions.
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This presentation showcases the development of TELme, a GenAI-powered R&D engineering accelerator platform built by Capgemini and AWS for TE Connectivity, a global electronics manufacturing company. The platform leverages AWS technologies to enable 8,000-10,000 TE engineers to quickly access and summarize vast amounts of technical data, improving product design and research efficiency.
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This talk explores how to scale private marketplaces across multiple AWS Organizations, addressing the challenges of managing procurement and maintaining consistency across decentralized environments. The speaker introduces a solution that provides centralized governance, synchronization of experiences, and operational management to enable a unified procurement policy across an organization's AWS infrastructure.
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This presentation provides an overview of AWS Controllers for Kubernetes (ACK), an open-source project that allows users to manage AWS cloud resources using Kubernetes APIs. The speaker highlights the benefits of using ACK, including unified workflows for application and infrastructure management, increased automation, and improved observability of the entire application stack.
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This session introduces Amazon Q Developer, a new service that automates the modernization of .NET applications by seamlessly porting them from .NET Framework to .NET Core. The service leverages machine learning to analyze the code, generate a transformation plan, and automatically update the application, significantly reducing the manual effort required for such migrations.
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This session explores how SMB customer MDfit, a healthcare technology company, boosted its automated scheduling capabilities by integrating generative AI into its platform. The presentation highlights the business challenges, the implementation approach, and the benefits realized, providing insights for other SMBs looking to leverage AI to enhance their operations.
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This talk explores strategies for supercharging your selling potential on the AWS Marketplace platform. It outlines key characteristics of successful sellers, emphasizing the importance of organizational alignment, operational excellence, and continuous enablement across the entire organization.
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The presentation showcases the integration of GitLab and Amazon Q, offering a comprehensive developer experience that streamlines the software development lifecycle. The key features highlighted include accelerated feature development, automated Java application upgrades, and AI-powered code reviews, all aimed at improving developer productivity and delivering secure, high-quality software.
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This presentation highlights BMW's journey in developing a global software development platform on AWS, focusing on cost optimization through the use of Karpenter and EC2 Spot instances. The key learnings include the importance of right-sizing EC2 instances, leveraging Spot placement score tracking, and expanding the Spot instance pool to reduce reclaims and improve developer productivity.
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The CloudFront Hosting Toolkit is an open-source tool that simplifies the process of hosting static frontends on AWS by automating the deployment of the necessary infrastructure, including CloudFront and S3, while providing a developer-friendly CLI experience. The toolkit aims to give developers full control over the underlying infrastructure while retaining the ease of use of managed services like AWS Amplify Hosting.
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This talk explores how Anthropic's Claude language model can streamline drug development processes in the healthcare and life sciences industry. The presentation highlights use cases where Claude has helped reduce clinical study report creation time from 12 weeks to 10 minutes, and enabled other efficiencies in areas like drug discovery and patient triaging.
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This talk explores the role of APIs in enabling successful AI implementation within organizations. The speaker argues that while AI is a priority for most organizations, it cannot solve the challenges of data privacy, security, and governance on its own, and the API is the key abstraction layer that can help organizations become the 'API heroes' of their AI story.
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The presentation discusses best practices for customizing Amazon Q Developer, a tool designed to accelerate the software development lifecycle. It covers the importance of preparing data, creating customizations, and monitoring their performance to achieve significant productivity gains for developers.
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Poolside, a new AI platform for software engineering, introduces a domain-specific large language model trained using reinforcement learning and code execution feedback. The platform aims to create AI models that deeply understand a company's software development ecosystem and can be deployed within the organization's security boundaries.
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This presentation explores the benefits of using a GraphRAG (Graph Retrieval Augmented Generation) approach, which combines the power of knowledge graphs and generative AI, to address the challenges of building reliable and explainable production-ready applications. It highlights the key considerations and steps involved in building a GraphRAG system, including data sources, extraction and ingestion, knowledge graph storage, and serving the application, leveraging Amazon Bedrock and Neo4j AuraDB.
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This presentation explores the real-world applications of Amazon Q, a generative AI tool, in data science and software development. The speakers share their experiences of using Amazon Q to accelerate engineering workflows, enhance developer satisfaction, and improve overall productivity and quality in software projects.
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This presentation discusses how data products can help address key challenges in developing an effective AI strategy, including accelerating data discovery, improving data governance, and driving AI adoption by business teams. The speaker presents three use cases that demonstrate how data products can serve as 'game changers' in each of these areas.
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The AWS Cloud Institute is a comprehensive program designed to address the growing cloud skills gap by creating a diverse pipeline of AI-literate, job-ready cloud professionals. The program offers a multimodal learning experience, including digital e-learning, instructor-led training, hands-on labs, and two capstone projects, culminating in AWS Cloud Practitioner and AWS Associate Developer certifications.
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This presentation explores the evolution of enterprise automation, showcasing how Automation Anywhere's agentic automation, powered by AWS technologies, enables enterprises to streamline complex processes such as loan processing. The demonstration highlights the integration of AI-driven document extraction, credit checks, and human-in-the-loop validation, resulting in significant efficiency gains and cost savings for organizations.
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This talk explores the future of Zoom AI, focusing on customization, integration, and enhanced collaboration. Key highlights include the introduction of AI Companion, a digital assistant across Zoom products, and the announcement of Zoom AI Studio, which allows organizations to customize AI Companion with their own data and workflows.
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The presentation discusses the challenges of keeping up with the rapid pace of innovation and the potential of using generative AI to create learning content. The speakers highlight the importance of validating and scoring the generated content to ensure quality, and they share the methodologies and tools they have developed to automate and scale this process.
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This presentation showcases how Continental General, an insurance carrier and third-party administrator, transformed its customer experience by leveraging AWS services and adopting a customer-centric, API-driven, and serverless approach. The speakers highlight their journey, from diversifying their product offerings to building a comprehensive customer enablement platform that integrates various communication channels and intelligent features powered by Amazon Lex and Connect.
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The video discusses how SnapLogic, an AWS Accelerate partner, is using AI and agents to optimize data workflows for AI projects. It introduces SnapLogic's AgentCreator, which allows enterprises to design, deploy, and manage AI agents that can connect to existing data sources, get AI data ready, and work with varying levels of autonomy to complete their objectives.
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This lightning talk provides an overview of AWS Marketplace, focusing on the new features and enhancements for custom pricing and private offers. The speaker covers the basics of Marketplace, pricing models, the process of creating and managing private offers, and practical tips and tricks for partners to sell more effectively on the platform.
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Diversity, Equity, and Inclusion
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This session explores how EDF Renewables is leveraging technology and conscious leadership to drive energy innovation and promote diversity, equity, and inclusion in the industry. The discussion highlights the importance of self-awareness, data-driven strategies, and the responsible use of technology to create opportunities and address challenges in advancing inclusion and equity.
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Enterprise Applications
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The presentation outlines the key features and benefits of GROW with SAP, a cloud-based ERP solution developed in partnership with AWS. It highlights how the offering simplifies everyday work, enables business growth, and secures customer success through industry-leading security, performance, and innovation.
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FinOps
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This session explores how Helvetia Insurance, a Swiss insurance group, managed the balance between cloud compliance and cost optimization during their cloud migration journey. The presentation outlines a framework that aligns the efforts of the FinOps and cloud compliance roles, enabling informed decision-making and optimization across both dimensions.
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Fintech
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This talk explores how Kyobo Lifeplanet, a digital native life insurance company in South Korea, leveraged AWS cloud technology to revolutionize customer engagement in the insurance industry. The presentation showcases Kyobo Lifeplanet's journey in building a successful customer engagement platform, 365 Planet, which has driven significant business growth and demonstrates the benefits of adopting a cloud-based approach to address the challenges of the insurance industry.
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Healthcare
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This talk explores how AI-based insights can transform radiology workflows, highlighting the challenges faced in medical imaging and the opportunities presented by generative AI and AWS partner solutions. The speakers discuss specific use cases, the importance of security and compliance, and showcase innovative partner solutions that leverage AWS services like Amazon HealthImaging and Amazon Bedrock to enhance radiologists' workflows and patient care.
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This presentation showcases how Huron, a global consulting company, used an enterprise-wide innovation challenge to transform its managed services through digital transformation and improve the clinical trial coverage analysis process. The solution leverages generative AI technologies, including a custom document parser and an AI agent framework, to address the challenges of interpreting complex data structures and navigating the decision-making process, leading to increased efficiency and accuracy in supporting clinical trials.
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This talk presents a solution pattern that uses large-scale data engineering and machine learning, including GenAI and transformer models, to address the challenges of extracting insights from unstructured healthcare data at scale. The solution leverages AWS services like Textract, Bedrock, and SageMaker to automate data extraction, generate contextual summaries, and enable predictive modeling for various healthcare use cases.
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Hybrid Cloud
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The video showcases how Nutanix Cloud Clusters on AWS (NC2) can help enterprises accelerate their cloud strategy by providing a hybrid cloud solution that seamlessly integrates on-premises and cloud-based infrastructure, enabling them to leverage cloud resources while maintaining their existing applications and infrastructure. The presentation highlights the key features and benefits of NC2, including its ability to provide high-performance, highly available, and secure infrastructure, as well as its support for a variety of use cases, such as disaster recovery, migration, and Kubernetes-based applications.
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IT Operations
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The video showcases Zoho Corporation's journey from a bootstrapped organization to a billion-dollar revenue business, highlighting the critical role of ManageEngine, Zoho's IT management solutions suite, in overcoming various operational challenges and enabling the company's growth. The presentation emphasizes Zoho's comprehensive approach to IT management, leveraging a diverse range of ManageEngine solutions to address the evolving needs of their global customer base and internal operations.
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Migration
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This talk highlights the critical importance of resilience in cloud migrations and modernization efforts. It outlines the partner opportunity in integrating resilience assessments and the AWS Resilience Competency to differentiate their offerings and better support customers in achieving operational resilience.
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Observability
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This talk provides a comprehensive overview of observability strategies for Amazon EKS workloads, covering the three pillars of observability (logs, metrics, and traces) and the various tools and services offered by AWS to help you gain deeper insights into your Kubernetes clusters. The speaker highlights the benefits of the CloudWatch agent, CloudWatch Insights, Container Insights, and Application Signals, demonstrating how these tools can be used to effectively monitor and troubleshoot your EKS deployments.
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This session explores AWS's vision for Intelligent Automation and AIOps, showcasing how AWS's native services leverage AI and machine learning to enhance cloud operations and reduce manual tasks. The presenters delve into specific AIOps capabilities across various AWS services, including CloudWatch, CloudFormation, and DevOps Guru, demonstrating how these tools can help customers achieve a higher level of observability and proactive issue resolution.
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This talk explores how to optimize AI workloads on Amazon Bedrock, focusing on observability and the data needed to understand the performance, cost, and privacy implications of AI-powered applications. The speaker demonstrates how New Relic's observability platform can provide insights into AI model performance, errors, and security considerations to help developers build and run AI applications with confidence.
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The session discusses how Chegg, a leading EdTech company, leverages AWS and New Relic to maximize uptime, fuel innovation, and enhance customer satisfaction. The talk highlights the crucial role of Observability in Chegg's journey, the benefits they've achieved, and the advice they offer to organizations starting their Observability journey.
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This talk explores how a healthcare data management company leveraged AWS and SolarWinds' observability solutions to address the challenges of managing a complex hybrid cloud environment. The customer's journey showcases the benefits of unified observability, including improved service delivery, customer satisfaction, and the ability to proactively identify and resolve issues across their on-premises and cloud-based infrastructure.
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This video discusses how Digitate, an AI-powered enterprise automation company, partnered with AWS to transform a global medical devices manufacturer's supply chain demand planning process. By leveraging Digitate's observability and automation solutions, the customer was able to reduce their planning cycle from 7 days to a few hours, achieve significant cost savings, and eliminate order transaction delays, delivering both operational and business benefits.
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The presentation explores how Splunk and AWS can help accelerate the AI journey for enterprises. It highlights Splunk's approach to monitoring, securing, and managing AI-powered applications, with a focus on integrating Splunk with AWS Bedrock, a generative AI service.
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The talk explores strategies to manage the cost and complexity of observability for Amazon EKS workloads. It discusses the challenges posed by the increasing volume and cardinality of observability data in Kubernetes environments and introduces practical techniques to optimize data collection and processing, including data sampling, aggregation, and selective routing to reduce costs without compromising visibility and insights.
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This session explores the power of application monitoring on AWS, highlighting the benefits of observability, the AWS suite of monitoring tools, and the integration of application signals with open standards like OpenTelemetry. The presentation covers the key aspects of application monitoring, including instrumentation, service discovery, troubleshooting, and SLO management, as well as the seamless integration between application and infrastructure monitoring.
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Operations
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This presentation explores the challenges of optimizing production schedules for flexible manufacturing in the face of increasing complexities, manual processes, and evolving business priorities. The speaker discusses how AWS can enable proactive solutions by leveraging IoT, analytics, and optimization techniques to provide real-time, adaptive scheduling that maximizes efficiency and reduces costly downtime.
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The video presents a cloud-based operations platform developed by PwC and AWS to address the challenges faced by pharmaceutical companies in R&D operations, such as managing timelines, resources, and costs. The platform leverages advanced analytics, generative AI, and cloud computing to provide insights and enable effective portfolio management, with a focus on scalability, data management, and flexibility to adapt to different R&D needs.
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Partner Programs
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This session provides an overview of AWS partner programs that can help businesses, especially in the public sector, accelerate their growth and capabilities. The presentation covers a range of programs across the build, market, and sell/grow phases, highlighting success stories and the benefits these programs offer to partners.
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Public Sector
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This talk presents a case study on how the AWS team implemented a collaborative public health data platform for the County of Santa Clara in California. The solution leveraged AWS services to ingest, curate, and distribute data from multiple sources, enabling epidemiologists and healthcare officials to access harmonized, validated data for analysis and reporting.
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Security
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The presentation outlines a solution called 'Wipro Cloud Compliance Shield', a joint effort between Wipro and AWS, that aims to address the growing challenges of compliance and risk management in the modern cloud-based environment. The solution leverages AI and machine learning to automate the tracking and reporting of regulatory changes, enabling organizations to proactively assess and mitigate risks, enhance data protection, and ensure compliance across multi-cloud environments.
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This session covers the various AWS security controls and services that organizations can leverage to maintain a robust security posture in the cloud. The speaker discusses the key challenges faced by customers, the different types of security controls (preventive, detective, and proactive), and demonstrates how these services can be integrated to provide a comprehensive security solution.
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This presentation explores the role of AI in improving cloud detection and response, highlighting the growing accessibility of AI technology and its potential impact on both cyber attacks and defenses. The speaker discusses the need for advanced security solutions that leverage AI and machine learning to detect known and unknown threats in cloud environments, while also providing efficient and automated response capabilities to security teams.
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This talk discusses how Corewell Health, a large healthcare organization, addressed the challenge of managing cyber vulnerability in their connected medical devices using the Claroty xDome platform. The presentation highlights the comprehensive approach taken, including device discovery, risk identification, secure remote access, and threat monitoring, which resulted in improved security posture and operational efficiency.
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The video discusses how Vonage, an AWS partner, helps financial services institutions (FSIs) protect their clients from authorized push payment (APP) fraud using a combination of omnichannel communication, user experience, network insights, and AI/ML capabilities. The presentation covers various use cases, such as branded calling, multi-factor authentication, and real-time fraud scoring, highlighting how Vonage's solutions, integrated with AWS services, can address the growing threat of APP fraud and improve customer experience.
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This session explores how AWS Secrets Manager and generative AI can empower developers to build secure applications from the start. It showcases solutions like the AWS Secrets Manager agent, which improves secret retrieval performance and availability, and the integration with Amazon GuardDuty to proactively monitor and detect anomalous secret access activities.
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The talk explores the realities of AI and cybersecurity, highlighting the good, the bad, and the ugly aspects. It covers the use of AI and ML in securing organizations, the threats posed by AI-powered attacks, and the importance of transparency and responsible AI development in the security domain.
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This talk explores a multilayered security approach using HAProxy's app delivery platform to secure traffic on AWS. It covers various security layers, including access control, rate calculation, bot detection, and web application firewall, and demonstrates how these can be configured and monitored for effective protection against a wide range of threats.
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This session explores how Zscaler's security solutions can help secure cloud workloads and data against ransomware and cyber threats. The presentation covers Zscaler's approach to macro-segmentation, micro-segmentation, and data security and protection to provide a comprehensive defense-in-depth strategy for cloud environments.
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This talk explores the need for a transformative approach to identity security, moving away from workflow-driven to data-driven models and from access-driven to permissions and entitlements-driven strategies. The speaker proposes a new data model, the access graph, that can provide the necessary visibility, intelligence, and control to effectively manage the complex and ever-changing landscape of identity and access across modern enterprise environments.
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This session explores the evolving landscape of privacy and compliance considerations when integrating AI technologies into enterprise applications. The speaker highlights key themes, such as data privacy, transparency, automated decision-making, and regulatory classification, providing practical guidance and resources to help attendees navigate the complex regulatory environment surrounding AI-powered solutions.
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This presentation discusses Robinhood's journey in scaling secure large language models (LLMs) on AWS Bedrock, highlighting the challenges they faced and the solutions they implemented, including the development of an LLM gateway to provide flexibility, control, and enhanced security features.
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This video discusses a framework for building secure generative AI applications by mitigating the OWASP Top 10 vulnerabilities. The framework covers a five-step approach, including automated discovery of AI models and agents, model risk assessment, understanding data exposure, implementing data and model-level controls, and ensuring automated compliance with relevant regulations.
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This session discusses how to optimize costs when using AWS WAF, a cloud-native web application firewall, to protect public applications and APIs. The presenters provide an overview of AWS WAF, explain the key cost factors, and demonstrate strategies to build efficient protection against common threats and more sophisticated attacks, all while minimizing expenses.
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This talk explores how to secure AI-driven applications using Auth0 by Okta and Amazon Bedrock. It covers the importance of customer identity, securing against various attacks, and how to implement authorization for AI agents to access user data and perform actions on their behalf.
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The video discusses AWS's approach to providing secure and innovative cloud solutions for the public sector, focusing on operational excellence, security features, sustainability initiatives, and the evolution of their government-specific regions. The presenters highlight the importance of partnerships, data management, and a gradual approach to adopting emerging technologies like generative AI to enable mission-driven outcomes.
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This talk explores how AWS and SUSE can help secure the software supply chain by leveraging tools like SUSE Rancher Prime, SUSE Observability, Kubewarden, and SUSE Security. The presentation covers the components of the software supply chain, potential attack vectors, and the security features offered by SUSE's solutions to mitigate these risks.
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This presentation highlights the urgent need for comprehensive zero-day data security to protect Amazon S3 buckets in real-time against known and unknown cyber threats. It showcases Deep Instinct's DSX for Cloud solution, which leverages advanced deep learning AI to provide highly effective, fast, and cost-efficient protection for S3 data, ensuring data privacy and enabling efficient malware investigation.
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This talk explores the security implications of generative AI in the cloud, highlighting the need to secure AI workloads and leverage AI to enhance security defenses. The speaker discusses strategies for detecting, monitoring, and responding to AI-related threats, as well as the potential of using AI-powered tools to accelerate security investigations and improve overall security posture.
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The presentation discusses how Orca Security, a cloud security platform, is using generative AI to increase efficiency for cloud security teams. It highlights specific use cases, such as natural language search, automated remediation guidance, and self-documenting queries, which demonstrate the practical application of generative AI in cloud security operations.
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The talk discusses security best practices that can help non-profit organizations accelerate their mission impact while maintaining strong security. The key points include leveraging automation, centralized logging, and AI-driven security processes to achieve the right balance between security and agility.
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Natera, a bioinformatics company, utilizes AWS and SaaS platforms to process sensitive healthcare data. The talk discusses Natera's data security posture management strategy, which focuses on data visibility, classification, and reduction of sensitive data copies to optimize security resources and prepare for the evolving AI-driven security landscape.
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The presentation discusses the challenges of applying perimeter security controls to cloud-native application environments, known as 'island VPCs'. It introduces Aviatrix's solution, which leverages AI-powered recommendations and a distributed cloud firewall to provide agentless security for these shadow cloud environments, enabling a zero-trust security posture in a matter of minutes.
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Serverless
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This session introduces the AWS Lambda Web Adapter, an open-source Rust runtime extension that enables easy deployment of web applications on AWS Lambda, allowing developers to leverage their existing skills and enjoy the benefits of serverless computing. The presentation demonstrates how to package a Next.js application with the Web Adapter and deploy it to AWS Lambda, showcasing the ability to run web applications on Lambda, EC2, and Kubernetes without modification.
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This video demonstrates how to use AWS Step Functions Workflow Studio, a visual editor for creating state machines. The presentation covers the key features of Step Functions, including its use cases, and walks through a live demo of building a workflow to process images and store metadata in DynamoDB.
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This talk showcases 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 presentation highlights Pismo's use of event-driven architecture, modular and composable services, adaptable connectivity, and self-healing applications to deliver a high-performance, cost-effective, and compliant banking solution.
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Ingram Micro, a leading global technology distributor, presents how its deep expertise in AWS Solutions and seamless integration with AWS Marketplace can help accelerate businesses and unlock new growth opportunities. The session explores Ingram Micro's comprehensive framework of support, including its Xvantage platform, strategic partnerships, and customized AWS Marketplace storefronts, empowering organizations to leverage cloud technologies for transformation and success.
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Allianz Germany is accelerating legacy migration by leveraging generative AI and serverless technologies to extract data from contracts, bypassing the need to understand legacy systems. The project showcases a human-in-the-loop approach that combines automated data extraction with business user validation, enabling high-quality data migration at scale.
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The talk discusses techniques to optimize inference for production AI, focusing on achieving faster, cheaper, and better performance through hardware selection, runtime optimization, and model-specific algorithmic improvements. The speaker also covers the challenges of scaling these performance gains to serve thousands or millions of users through distributed infrastructure and cloud-based solutions.
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This presentation provides a detailed eight-step approach for successfully implementing generative AI proofs of concept (POCs) and scaling them to production. The presenters share real-world customer examples and a comprehensive take-home kit, including a guide, sample code, and training resources, to help attendees navigate their own generative AI initiatives.
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This session discusses continuous deployment on Amazon ECS, showcasing how its built-in features enable faster, reliable, and automated deployments with seamless rollbacks. The presentation demonstrates how Amazon ECS handles deployment challenges, such as managing the release process, implementing rolling deployments, and leveraging the deployment circuit breaker to ensure high availability and minimal downtime.
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Bonterra, a non-profit organization, embarked on an ambitious journey to migrate its diverse technology landscape to the AWS cloud, driven by a mission to increase social giving. The presentation highlights the challenges, lessons learned, and key insights gained during this transformative cloud migration, showcasing the power of AWS partnership in driving innovation and social impact.
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Storage
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This talk discusses data resilience at scale with Amazon S3 Versioning and Clumio, a data protection solution. The speaker highlights the challenges of managing data recovery in S3 buckets at scale and introduces Clumio Backtrack, a feature that simplifies point-in-time recovery by tracking metadata and enabling effortless rollback.
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Hitachi Vantara and AWS have partnered to offer a software-defined storage solution that provides a consistent experience across on-premises and cloud environments. The solution aims to help customers overcome hybrid cloud challenges by leveraging Hitachi Vantara's enterprise-grade storage capabilities and AWS's cloud infrastructure.
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Eon, a cloud-native backup posture management platform, addresses the challenges of cloud infrastructure backup by automatically classifying resources, applying customizable backup policies, and providing a searchable, purpose-built backup storage tier that allows instant access and granular restoration of data. The presentation showcases Eon's innovative approach to reinventing cloud backup, empowering customers to transform their backups into a valuable asset rather than a costly liability.
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Supply Chain
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The presentation discusses how Capgemini, in partnership with AWS, is helping customers in various industries build resilient supply chains by leveraging data-driven solutions. The speaker highlights use cases such as control towers, smart factories, and digital twins, as well as the approach Capgemini takes to assess and guide customers through their supply chain transformation journey.
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The presentation discusses the challenges and trends in supply chain optimization, highlighting strategies such as visibility, demand accuracy, and inventory optimization. It introduces AWS Supply Chain, a service that provides real-time data integration, analytics, and AI-powered insights to help organizations reduce costs and improve supply chain resilience.
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Telecommunications
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The session explores how AWS is enabling a transformative era in the telecommunications industry by providing a comprehensive set of building blocks, including infrastructure, services, processes, and capabilities, that allow Telcos to leverage generative AI to innovate and deliver value. The session showcases how Amdocs has embedded generative AI capabilities into its connectX Telco-in-a-Box SaaS offering, enabling rapid deployment, self-service, and enhanced customer experiences.
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