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 storiesAI in the Australian for-purpose sector: Laying a strong foundation
AI adoption in Australian for-purpose organisations is growing, but without a considered approach, AI can add pressure and prioritise output over outcomes. How …

In-House LLM Serving at Netflix

Introducing Mobile Layout for Amazon Quick dashboards
Teams that rely on dashboards for daily decisions often must pinch and zoom to interact with controls originally designed for larger displays. Checking revenue …

Transform your sales organization with Amazon Quick: your new agentic AI teammate
In this post, we walk through a few ways that Quick delivers on this promise. We cover the entire sales cycle, from identifying your highest-priority prospect, …

13 hands-on demos to build on Gemini Enterprise Agent Platform
Earlier this year, we introduced Gemini Enterprise Agent Platform, where you can build, scale, govern, and optimize agents. Today, we’re sharing 13 demos that w…

How Smartsheet built a remote MCP server on AWS
In this post, we cover a high-level view of the Smartsheet remote MCP architecture, with a focus on the AWS infrastructure behind it. This includes security, go…
Pricing in distribution: A strategic growth engine
Pricing is a critical value creation lever for distributors to respond to market challenges. Here are four capabilities critical to unlocking pricing’s power.…
Will you fly—or freeze? How founders can build enduring companies beyond $10 billion
Many founder-led companies freeze at the $1 billion to $10 billion valuation stage. Those that scale reinvent their business, people—and themselves—at five key …
AI’s next big mission is rewiring your workplace
Artificial intelligence is reshaping every business, but the hardest challenge is rewiring the company around it. Companies that bet on equipping good staff wit…

Google is a Leader and positioned furthest in Vision and highest in Execution in the 2026 Gartner® Magic Quadrant™ for Conversational AI Platforms
For the second consecutive year, Google has been named a Leader in the Gartner® Magic Quadrant™ for Conversational AI Platforms. Google received the furthest an…

Introducing Grok on Amazon Bedrock
This post covers what makes Grok 4.3 a great fit for agentic and enterprise workloads, how you access it through Amazon Bedrock, and how to use the capabilities…

Build enterprise search for agents with Amazon Bedrock Managed Knowledge Base
In this post, we walk through the three pillars that make this possible: simplified setup, smarter retrieval, and production readiness. We also show you code ex…

Building a restaurant telephony AI host with Amazon Bedrock AgentCore and Amazon Nova 2 Sonic
In this post, we show you how to build a voice ordering system that answers a phone number and takes the order from greeting to confirmation. The system uses Am…

Cloud CISO Perspectives: How AI leverages deep context as the defender’s advantage
Welcome to the first Cloud CISO Perspectives for July 2026. Today, Francis deSouza, COO, Google Cloud and President, Security Products, explains the crucial rol…
Three lessons in accelerating foundation model upgrades
Have you run into problems migrating your products from one model to the next? Upgrading to the latest AI models is rarely simple. For engineering teams, model …
Amid volatility, oil and gas M&A abounds. Here’s how to capture full value
Envisioning the deal’s full potential and sequencing integration initiatives makes the most of the current wave of oil and gas mergers and combinations.…
What the 2026 World Cup reveals about the next generation of sports fans
This year’s tournament offers a window into consumers’ changing behaviors, desire for community, and focus on identity—especially among Latino fans. Are busines…

Menlo’s Investment in Fireworks: The Runtime for Specialized Intelligence
AI inference is quickly becoming one of the largest markets in the world, and Fireworks is leading the expansion with its platform for specialized intelligence …
How B.TECH transformed into a technology-powered retailer
The Egyptian electronics retailer partnered with McKinsey to reinvent customer commerce through AI-powered pricing, fulfillment, and fintech—unlocking rapid gro…
The future of B2B sales: How growth champions rewire their playbooks with AI
AI pilots are everywhere, but value is not. Growth leaders rewire commercial impact journeys with agentic AI, enabling sellers to deepen customer relations and …
How can the public sector meet the AI moment?
AI can help public sector agencies improve outcomes for residents and make every taxpayer dollar go further. But realizing that potential requires moving beyond…

Monitor Amazon SageMaker Pipelines cross-account with custom Amazon CloudWatch dashboards
In this post, we present a solution designed to centralize the monitoring of SageMaker Pipelines across AWS accounts and Regions using Amazon CloudWatch custom …

Agentic vision: Building visual intelligence with Amazon Bedrock and MCP servers
In this post, we walk you through the Computer Vision MCP Server, which illustrates this approach, representing how AI systems can process visual information an…

Built Technologies builds an AI-powered document intelligence solution on AWS to power agents across real estate finance
Built partnered with the AWS Generative AI Innovation Center (GenAIIC), AWS Partner AND Digital, and AWS account teams to create a scalable, AI-powered document…
Is commercial aerospace ready for a demand reckoning?
A new survey reveals a widening gap between airline sentiment and the rest of the value chain.…
IDC: Why the right networking approach is foundational to agentic AI
Editor’s note: Today we hear from IDC on the results of its 2026 AI in Networking Special Report Survey exploring the enterprises' concerns about networking inf…

Why AI apps fail in production (And how Google solved it)
Why AI apps fail in production (and how Google solved it) We are living in the golden age of the weekend AI side project. Thanks to agentic engineering and LLMs…
The ‘bridge builder’ COO: Delivering results by engaging stakeholders
Today’s COOs work with an increasingly broad set of stakeholders. Success means understanding the “why” that drives each one.…
How AI is reshaping the future of the AEC industry
AI is poised to rewire the architecture, engineering, and construction sector. Firms that move quickly to reimagine workflows, improve data use, and automate wo…
Gigafactory delivery on time: Solving the SOP delay challenge
Battery plants are essential for the energy transition. Most miss their ramp-up deadlines, however. Here’s how to fix the delivery model.…