Migration & Modernization
Maximizing Cloud Value Through AI-Powered Acceleration: From Intelligence to Action
Introduction Organizations maximizing cloud value through AI-powered acceleration have a competitive advantage, a stark contrast to the 56% of CEOs reporting zero return on their AI investments according to PwC. Despite billions invested across the industry, more than half of business leaders see neither increased revenue nor decreased costs from AI initiatives. Yet 12% who […]
Tackling large mainframe portfolio with Agentic AI and AWS Transform
Many enterprises have used the mainframe as a platform of choice for their core business processing over decades. The simplicity and speed of initial development in monolithic architecture have consequently resulted in the creation of large (10M+ LOC) and exceptionally large (100M+ LOC) mono-repos and complex codebases. When customers are ready to modernize these applications, […]
Kickstart Migration: Streamlining Cloud Migration Planning with AWS Serverless Technology
Large-scale cloud migration planning often requires coordinating multiple teams, gathering accurate technical information, and tracking schedules against migration progress across hundreds of applications. Migration planning teams often struggle with data collection, parsing scattered data across spreadsheets and emails. Application owners face repetitive questionnaires and changing timelines. And migration engineers require detailed infrastructure assessments to avoid […]
Migration Rollback Strategies: When Your Migration Doesn’t Go as Planned
Introduction Every successful cloud migration starts with a solid plan. AWS provides comprehensive guidance on migration strategy to help organizations assess their readiness, choose the right approach, and execute migrations efficiently and securely. But here’s what often gets overlooked: how many of those detailed plans include equally thorough rollback strategies — a deliberate, pre-planned path […]
Accelerating Cloud Migration with AWS Transform and Generative AI
Introduction Our Cloud Value Framework series explores how AWS delivers business value across five pillars: cost savings, staff productivity, operational resilience, business agility, and sustainability. These pillars focus on benefits after workloads are running in the cloud. Strategic migration planning helps organizations achieve these outcomes faster. But this journey requires investment in the Cost of Change: […]
Cloud Engineer’s Log, Stardate 2031: Life after on call
Most cloud engineers today still spend time chasing pages, triaging incidents, and scaling infrastructure manually. That is about to change. AI agents are beginning to take over this operational burden. Engineers who understand this shift early will be the ones who define how it unfolds. Written as a fictional log entry from 2031, this blog […]
Automate large scale network migration using AWS Transform Network Migration APIs
AWS Transform for VMware simplifies how organizations migrate VMware workloads to AWS by providing an AI-driven, agentic experience that automates the entire migration journey, from initial discovery and assessment, through migration planning and wave execution, to the actual migration of virtual machines to AWS. It addresses one of the critical migration challenges: translating on-premises network […]
When Software Thinks and Acts – Reimagining Cloud Platform Engineering for Agentic AI
When Software Stops Waiting for Us For years, teams responsible for building and governing cloud platforms (such as the Cloud Center of Excellence) helped enterprises move faster without sacrificing governance or reliability. They standardized architecture, created guardrails, and turned cloud into a business accelerator rather than a technical experiment. Then software began to change. First, […]
Microsoft and VMware workloads on AWS: Your complete AWS re:Invent 2025 playlist
Migrating and modernizing Microsoft and VMware workloads on AWS requires the right strategies, tools, and real-world validation. This playlist brings together top sessions from AWS re:Invent 2025 — covering agentic AI-powered automation with AWS Transform, running VMware natively on AWS, and lessons from customers who’ve done it at scale — with practical guidance across every […]
An Engine of Efficiency: BMW Group’s CI/CD Modernization Journey with AWS
This post is co-written with Hrvoje Lukavski from BMW Group, João Gonçalves and Jonas França from CTW. BMW Connected Company, a division within BMW Group, develops and operates premium digital services for BMW Group’s connected vehicle fleet of over 24.5 million vehicles worldwide. Critical Techworks (CTW), established in September 2018, emerged from a partnership between […]









