Cloud data platforms, lakehouse/warehouse, data engineering, streaming, semantic and analytics infrastructure.
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AgentCore
AWS framework for building and deploying AI agents with security and governance built into every action, supporting deterministic policy-based controls and scaling from single to hundreds of agents.
Amazon Bedrock
Fully managed service providing access to 100+ foundation models from leading AI providers including Anthropic, Meta, and Mistral, enabling inference and model customization without managing infrastructure.
Amazon Connect Agents
Purpose-built AI agents for business operations addressing customer experience, hiring, supply chain, and healthcare workflows, leveraging decades of Amazon operational expertise.
Amazon Quick
AI assistant for work that connects to tools and data, learns how users work, and takes action including scheduling meetings, building dashboards, and following up, improving with continued use.
Amazon SageMaker AI
Fully managed machine learning platform enabling model training, fine-tuning, reinforcement learning, knowledge distillation, and continued pre-training on managed infrastructure without cluster management.
AWS AI Partner Solutions Marketplace
Marketplace offering 4,000+ pre-built AI agents and solutions from AWS Partners, enabling deployment of agents for specific workflows with unified billing and governance.
AWS Graviton
Custom AWS processor delivering up to 40% better price-performance for model training, inference, and agentic AI workloads.
AWS Trainium
Custom AI chip designed for model training and inference, delivering up to 40% better price-performance compared to standard compute options for AI workloads.
Kiro
Agentic engineering platform that converts prompts into executable specs, validates correctness to catch bugs unit tests miss, and coordinates parallel agents across large codebases that learn from every session.
Amazon Bedrock AgentCore
Core framework for building and deploying agentic AI systems with enterprise-grade governance and security controls.
Amazon Bedrock Guardrails
Safety and governance tool for building responsible AI applications with Amazon Bedrock, helping implement best practices for AI risk management.
Amazon Bedrock Managed Agents
Pre-built agents powered by frontier models (including OpenAI models) for rapid deployment of agentic solutions.
Amazon Connect
Omnichannel contact center platform enhanced with agentic AI capabilities to enable employees and agents to work together and transform business functions at scale.
Amazon Nova
A family of lightweight AI models designed for cost-effective inference. Notable for enabling significant cost reductions in applications like customer support chatbots.
Amazon Redshift
Data warehouse service with AI-built analytics and querying capabilities for data-driven decision making.
Amazon S3
Object storage service with AI-integrated capabilities for storing and managing data for AI/ML workloads.
AWS Glue
Serverless data integration service with AI capabilities for discovering, preparing, and integrating data for AI/ML.
AWS Inferentia
Purpose-built AI inference chip optimized for low-cost, high-performance inference of machine learning models in production.
AWS Lake Formation
Data lake service that enables secure data governance and management with built-in AI capabilities for data organization and access control.
AWS Well-Architected Responsible AI Lens
Framework and best practices guide for building responsible AI systems aligned with AWS's science-based approach to trustworthy AI.
PartyRock
Interactive Amazon Bedrock playground for learning generative AI fundamentals without requiring coding experience.
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Amazon SageMaker AI Agent-Guided Workflows
AI agent-driven development workflows within SageMaker to streamline ML model building and optimization processes.
SageMaker AI Agent-Guided Workflows
AI-powered workflow guidance within Amazon SageMaker that helps automate and optimize machine learning development tasks.
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CFO peer benchmarks
Margins, FCF conversion, ROIC, and the working-capital cycle (DSO/DPO/DIO/CCC), percentile-ranked against sector peers.
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