Practice
How AI actually ships: enterprise case studies, engineering lessons from production, adoption data and ROI evidence.
How AI actually ships: enterprise case studies, engineering lessons from production, adoption data and ROI evidence.
Latest in Practice
30 storiesBlackstone’s Legal & Compliance AI transformation started with technology. It succeeded because it put people first
By first redesigning how decisions flow—clarifying ownership and codifying precedent—the financial services firm was able to rewire its Legal & Compliance group…

Evaluate your Amazon Nova Sonic voice agent at scale, no microphone required
In this post, we walk you through the Nova Sonic Test Harness, an open source framework that we built to solve both problems. It serves as a rapid iteration too…

Modernizing Healthcare: How Alcidion achieved greater stability and performance with AlloyDB
In clinical informatics, every second counts. For Alcidion, a global leader in smart health solutions, the mission is simple but critical: use technology to red…
AI in life sciences explained: The technology that could reinvent medicine
Three McKinsey experts explain how AI is reshaping life sciences—where it’s creating value today, why so many efforts stall, and what the next decade could mean…
Where value is won and lost in distribution
The state of distribution in the United States is defined by permanent volatility, especially from the emergence of AI. The ability to address five current them…
Private credit in 2025: A maturing industry navigates change
Complexity is increasing and competitive pressures are on the rise. The asset class is becoming less about deploying capital at pace—and more about deploying it…
Reinventing autonomous driving in the age of generative AI
As AI-native systems take hold, autonomous driving is becoming a race for compute power, software, data, and semiconductors.…
Reimagining trade spend: From cost center to growth catalyst
Despite costing companies 8 to 11 percent of revenue, trade spend underdelivers. Companies could reset their approach through six design principles to unlock be…

Amazon Quick ARNs: Cross-account migration and namespace permissions
In this post, we cover the structure of Amazon Quick ARNs and provide a practical mental model for working with them. By the end, you can look at an ARN and imm…

End-to-end encrypted ML inference with Amazon SageMaker AI and FHE
This blog has previously discussed FHE for ML inference in the post Enable fully homomorphic encryption with Amazon SageMaker endpoints for secure, real-time in…

Better decisions at scale: How mathematical optimization delivers where intuition fails
In this post, we introduce mathematical optimization, explain how it fits within the broader AI landscape, and showcase real-world success stories where the Inn…

It’s safe to close your laptop now: Hosting coding agents on Amazon Bedrock AgentCore
Amazon Bedrock AgentCore Runtime gives each agent session its own isolated microVM with a persistent workspace, secure tool access through Gateway, and built-in…

Unlocking AI flexibility in Europe: A guide to cross-region inference for EU data processing and model access
With access to the latest generative AI models and high-performance accelerated compute in high global demand, AWS customers need tools to take advantage of mod…

Report: GKE Inference Gateway delivers up to 92% faster AI responses
As generative AI moves from experimental pilots to massive production environments, the efficiency of your infrastructure becomes the ultimate differentiator. O…

How to unlock true ROI in software development – a deep dive into the latest DORA research
How do you prove the business value of generative AI to your teams? Technology and finance leaders need to show the clear business value of AI projects to secur…

Detecting and containing AI-powered threats with Google Security Operations agents
To defend against the growing range of AI-accelerated threat actors, organizations need to be able to respond faster to outpace the adversary.Recently, we annou…
Europe’s new e‑commerce agenda: How AI is resetting growth and competition
From agentic shopping to retail media and omnichannel intelligence, AI is changing the economics of digital commerce. Here’s how leaders can turn experimentatio…
Rewiring retail in Europe: The AI imperative
AI is already reshaping the European retail value chain. The question now is how leaders modernize while strengthening the human experience—with a €240 billion …
Productivity reimagined
Bold moves to redefine growth in Germany.…
The art, science, and technology of geopolitical scenario planning
Strategic foresight is not about predicting the future but setting strategy and building capabilities to navigate multiple potential futures. Here’s how to sele…
How corporate–scale-up partnering can boost Europe’s tech competitiveness
Stronger, more systematic partnerships between corporates and scale-ups have the potential to enable both to thrive while helping more innovation reach commerci…

Build an agentic incident triage assistant with Amazon Quick and New Relic
This post shows engineering teams how to apply that principle to one of the most time-sensitive workflows in engineering: incident triage. You will build a cust…

Hands-free first notice of loss: Using Strands Agents and Amazon Bedrock AgentCore Browser Tool for intelligent claims intake
In this post, we demonstrate how a hands-free FNOL intake system combines agents built with the Strands Agents SDK for domain reasoning with Amazon Bedrock Agen…

What it feels like to work with Mythos
Claude Fable represents another big jump in AI…

Claude Fable 5: Available on Google Cloud
Claude Fable 5, Anthropic’s latest frontier model, is now generally available on Google Cloud. This launch is the latest proof point of our ongoing commitment t…

Scale Robot Reinforcement Learning with NVIDIA Isaac Lab on Amazon SageMaker AI
In this post, we show how to train robot policies for the Unitree H1 humanoid with NVIDIA Isaac Lab on Amazon SageMaker AI across two compute options: Amazon Sa…

Build an AI-Powered Equipment Repair Assistant Using Amazon Bedrock AgentCore
In this post, you build an AI-powered equipment repair assistant using Amazon Bedrock AgentCore that helps farmers and field technicians diagnose equipment prob…

Stop hand-tuning kernels: How Neuron Agentic Development accelerates AWS Trainium optimizations
Today, we’re announcing the Neuron Agentic Development capabilities: a collection of AI agents and skills that make this possible for developers building on AWS…
From risk to resilience: New approaches to navigating disruption in Asia
Facing disruption on multiple fronts, organizations in Asia are drawing on lessons from past crises to boost their resilience.…
The world is changing. Can fashion keep up?
Smart glasses. Preloved luxury. Style tips via chatbots. Tech, tariffs, and a temperamental economy are reshaping what consumers value—and how they discover, bu…