White Paper: “Crafting your Future-Ready Enterprise AI Strategy, e2”
White Papers Andrew Welch White Papers Andrew Welch

White Paper: “Crafting your Future-Ready Enterprise AI Strategy, e2”

It has become obvious how difficult so many organizations are finding it to actually craft and execute their AI strategy, in part because of the (often) decades they’ve spent kicking their proverbial data can down the road, in part because it turns out that enterprise-grade AI really does require the adoption of ecosystem-oriented architecture to truly scale, but largely because many organizations have no idea where to start. Many lack the wherewithal to really assess where they stand on day one, and to identify areas where they must mature to get to day 100 (and beyond).

We’ve learned a great deal about maturity and readiness for - and responsibility to the ethics of - AI over the past year, as well. It’s now time to broaden the thesis, so in this second edition we offer a model through which organizations may realistically assess their current maturity to adopt and scale artificial intelligence, and then identify specific areas to invest time, talent, and funding along their journey.

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White Paper: “Scaling your Enterprise Cloud with Power Platform”
White Papers Andrew Welch White Papers Andrew Welch

White Paper: “Scaling your Enterprise Cloud with Power Platform”

Power Platform has been woven into the fabric of enterprise IT for far longer than most people realize, and, as such, is often the backbone of mission-critical “Tier 1” workloads. This white paper is the technology leaders’ guide to strategic Power Platform in a modern cloud ecosystem, diving deep on some of the most important methods of scaling your entire enterprise cloud—data, AI, applications included—with Power Platform: Using Power Platform with your enterprise data, lowering your long-term costs, securing and governing your data to reduce risk, infusing AI into daily work, then scaling AI across your org, and scaling your cloud and other tech investments with specialized capabilities.

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White Paper: “Power Platform in a Modern Data Platform Architecture”
White Papers Andrew Welch White Papers Andrew Welch

White Paper: “Power Platform in a Modern Data Platform Architecture”

For all the talk about Power Platform as a ‘’low-code’’ tool (and this is the last time I will use the word), for all the attention given to how supposedly easily it allows non-technical users to create simple apps, Power Platform’s greatest value lies not in the app, but in the data the app collects or serves back to its users. Power Platform isn’t an app phenomenon. It’s a data phenomenon. This white paper takes on the question of how Power Platform integrates with Azure data services including Microsoft Fabric, outlining five patterns that organizations ought to mix and match to extract Power Platform’s greatest value.

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White Paper: “Crafting Your Future-Ready Enterprise AI Strategy”
White Papers Andrew Welch White Papers Andrew Welch

White Paper: “Crafting Your Future-Ready Enterprise AI Strategy”

It is yet unknown if artificial intelligence is more akin to a “great inventions” of the 19th and 20th centuries, or if it will ultimately represent another more incremental evolution of existing capabilities. The former—as seems more likely given the immense investments being made today—will present significant challenges to nearly every organization that, having become accustomed to incremental change, is suddenly faced with a “great inventions” caliber paradigm shift that AI seems to portend. This white paper explores foundational concepts for AI technology and your AI strategy, five pillars for your AI strategy—data consolidation, data readiness, incremental AI, differential AI, scaling AI—and trends that are likely to shape AI in organizations going forward.

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Building future-ready cloud ecosystems for the age of AI
Cloud Technology Andrew Welch Cloud Technology Andrew Welch

Building future-ready cloud ecosystems for the age of AI

Discussing AI in recent months I have often thought about the fable of the boiled frog, whereby a frog placed in boiling water jumps out, but a frog placed in warm water that is gradually heated lacks awareness of his impending demise until it is too late. Or, as I continue to remind the CIOs with whom I work closely, the grace period for organizations to get their act together and position themselves for the next wave is growing much shorter, the margin for error much more narrow.

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Understanding cloud ecosystem value and architecture via a “strategic pyramid”
Cloud Technology Andrew Welch Cloud Technology Andrew Welch

Understanding cloud ecosystem value and architecture via a “strategic pyramid”

Let’s consider a model for how organizations should be prioritizing their work and investments in the Microsoft Cloud. The imperative here could not be greater. Technological advancements are now moving on timelines that in some instances can be measured in weeks. Not months. Not years. But weeks. This both accelerates and is accelerated by the shift to system-based value. In other words, getting the platform ecosystem right in an organization is both necessary to creating the greatest likelihood that the organization can absorb rapid innovation, whilst simultaneously creating the conditions that drive that rapid innovation forward. But too many organizations have misallocated their focus up and down the value chain, prioritizing workload implementation either at the expense of or out of ignorance to architecting strategic foundations, building the platform ecosystem, and creating the conditions for success. That’s a bit esoteric, so let’s visualize this phenomenon as the “strategic pyramid”…

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Strategic thinking for the Microsoft Cloud
Cloud Technology Andrew Welch Cloud Technology Andrew Welch

Strategic thinking for the Microsoft Cloud

I have come to understand strategic thinking as more art than science. Strategy is surely informed in part by data, but I find that our society in general and the technology industry specifically too often confuse data and wisdom, that we foolishly (though understandably) seek heuristics or processes so that we can turn the art of strategic thinking into a game of color by numbers so simple that anyone can do it. When it comes to strategic thinking, better that we seek methods of framing our thoughts rather than shortcuts to the answers themselves. So in this piece I have sought to offer practical approaches to injecting strategy into your organization’s Cloud journey, indeed, a selection of the same approaches I take with my clients.

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