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Heidi Health started building generative AI for healthcare when most regulators were still grappling with what that meant. After pivoting from appointment prep to AI medical scribing with the explosion of Gen AI, the team confronted challenges unique to gen AI startups: validating non-deterministic outputs at scale, selling probabilistic technology to risk-averse hospitals, and navigating compliance frameworks designed for rule-based software.

CloudWatch Network Synthetic Monitor provides proactive, active monitoring of hybrid network performance, including packet loss and round-trip latency, for traffic between your Amazon VPC and any configured destination IP address, whether on-premises, third-party cloud, or beyond.

Healthcare organizations struggle with disconnected administrative systems and manual processes that create inefficient patient experiences and operational bottlenecks. Join UC San Diego Health to learn how they implemented an AI-powered patient engagement solution using Amazon Connect Customer to address complex administrative processes through a unified patient engagement journey across the health system.

As environments become more diverse and distributed, detecting and investigating security risks become increasingly complex. Discover how the new security analytics in Amazon OpenSearch Service streamlines security investigations and reduces costs by leveraging Amazon CloudWatch [Unified Data Store] for near-real time security analytics without full log indexing. Through demonstrations, learn how to create custom detection rules, implement correlation analytics, and configure notifications.

Join us for an essential deep dive into PostgreSQL's vacuum mechanisms and discover how to optimize your database maintenance strategy! This session covers Multi-Version Concurrency Control (MVCC) fundamentals, the four critical vacuum operations, autovacuum architecture, and practical solutions to common challenges like slow execution and transaction ID wraparound.

The American Diabetes Association, a 2024 AWS Imagine Grant winner, describes how cloud technology has supercharged their marketing and donor engagement work. Subscribe to AWS: https://go.aws/subscribe Create a free AWS account: https://go.aws/signup Try AWS for free: https://go.aws/free Connect with an expert: https://go.aws/contact Explore more: https://go.aws/more Next steps: Explore on AWS in Analyst Research: https://go.

Building systems that scale from thousands to millions of users requires strategic architectural decisions at each growth stage. Learn proven approaches for scaling infrastructure through Skyscanner's transformation from data center to global cloud architecture. Explore key decision points for scaling up versus out, implementing effective caching strategies, and evolving monoliths into services.

Enterprise transformation is entering a new phase, and the organizations that get it right won't just be adopting A; they'll be fundamentally rethinking how work gets done. Rajendra Prasad, Group Chief Executive at Accenture Technology, shares how Accenture is helping enterprises use AI as an innovation lens to redesign core business processes, not just automate them.

Traditional SIEM architectures tightly coupled data storage and threat detection, often leading to high costs, slower queries, and limited flexibility. In this session, learn how to reimagine your SIEM design by decoupling detection from storage using Amazon S3. Discover how to keep AWS-native logs in S3 while centralizing additional telemetry, such as endpoint detection and response (EDR) events, in the same buckets.

At AWS, we believe builders should have the freedom to invent anything. Today, AI agents are transforming what's possible. Join us to learn how AWS makes it easier than ever to build, deploy, and scale agents. Hear from customers achieving breakthroughs by integrating AI into their operations. Discover where agents are heading, and how AWS is removing every barrier between your imagination and reality. Learn more about AWS events: https://go.aws/events Subscribe: More AWS videos: http://bit.

Want to optimize your data pipeline orchestration on AWS? John Jackson and Kamen Sharlandjiev join Julian Wood to break down Apache Airflow deployment options on AWS. Explore the key differences between Amazon Managed Workflows for Apache Airflow (MWAA) Provisioned and Serverless modes so you can chose which model fits your workload characteristics and operational requirements. Discover how to evaluate trade-offs around scaling behavior, cost implications, and infrastructure management.

New instant payment schemes like FedNow, TCH RTP, and crypto stablecoins promise unprecedented efficiency, affordability, and convenience, but they impose strict performance requirements, such as 99.99% uptime, high resiliency, and seamless integration with a wide variety of on-premises core banking platforms.