Category: Cloud
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MCP Changed How I Work: Lessons Learned
I started using MCP with GitHub Copilot in early 2025, before most organizations had heard of the protocol. By May of that year I was presenting about it at Global Azure Madrid, and a few weeks later at AWS Community Day Colombia. In both talks I walked through the architecture, demonstrated server compositions, and warned…
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AI Cost Governance Is an Architecture Problem
A healthtech CTO I worked with blew her quarterly AI budget in six weeks. Her team of twelve engineers had adopted Claude Code across every workflow, the results were genuine, and the billing model changed mid-quarter. Some developers were generating $80 to $200 in daily charges. The CFO called, the board asked questions, and the…
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The Architecture Review Gap: Why AI-Accelerated Teams Need Them More
AI didn’t just increase delivery speed, it broke the cadence at which architecture is validated. Most organizations are still reviewing architecture at a pace designed for quarterly releases, while deploying multiple times per day. That structural mismatch, the distance between deployment velocity and architectural validation, is what I call the architecture review gap. It is…
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Why Your Cloud Migration Succeeded and Your Cloud Operations Didn’t
A few years ago, a financial services company asked us to help them roll back a cloud migration. Not pause it. Not optimize it. Roll it back. This wasn’t a company that was new to the cloud. They had been running cloud-native workloads on AWS for years: new applications, innovation projects, critical business services built…
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Multi-Cloud Reality Check: Beyond the Marketing Hype
Few topics in enterprise technology generate as much passionate debate as multi-cloud strategy. Vendors promote it as the path to freedom, analysts present it as inevitable, CIO roundtables whisper about leverage and resilience, and conference speakers declare it the future of enterprise IT architectures. And yet, after years of supporting cloud transformations across regulated and…
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How Financial Institutions Can Build Cloud Operational Readiness in 90 Days
In my previous post, The Hidden Cost of Unpreparedness, I described the challenge facing a financial services company migrating 180+ servers without the operational foundation to succeed. The risks are real: cost overruns, security gaps, compliance failures, and burned-out teams. But here’s the question I keep hearing: “If we need to build this foundation, how long will…
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The Hidden Cost of Unpreparedness: Cloud Migration Without a Foundation
Recently I was working with a financial services company on a cloud migration project. The scope was significant: over 180 servers, multiple business-critical applications, and tight regulatory requirements. On paper, it looks like a standard enterprise migration. But there was a problem, one I’ve seen too many times before. The customer hasn’t prepared for what…
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The Challenge of Responsible & Ethical AI in the Enterprise
In almost 30 years in technology, from mechatronics engineering to leading digital transformation in banking, telco, healthcare and startups, and as a Microsoft MVP, Microsoft Regional Director and AWS Ambassador, I’ve witnessed and lived many waves of innovation. The current wave, driven by AI (and increasingly by Generative AI), is unlike the ones before. It’s…
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The Silent Power of Cloud Governance
When we talk about cloud transformation, the conversation usually gravitates toward innovation, agility, and speed. Everyone loves the narrative of rapid modernization, migrating workloads, automating pipelines, enabling teams to move faster than ever before. But after helping organizations evolve their technology strategies, I’ve learned a hard truth: the story of cloud success is mostly written…
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Behind AI Scenes: From Design to Operation in the Enterprise
Last week I had the privilege of speaking at the Cari AI Summit 2025, where I shared one of the topics I’m most passionate about: how AI truly moves from design to operation in the enterprise. As someone who has spent nearly three decades building and leading technology solutions across industries, from telco and banking…
