Remove Business Objectives Remove Digital Transformation Remove Experimentation
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Digital transformation 2025: What’s in, what’s out

CIO Business Intelligence

Some argue gen AIs emergence has rendered digital transformation pass. AI transformation is the term for them. Others suggest everything should be called business transformation or just transformation for short. What terminology should you use?

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3 force multipliers for digital transformation

CIO Business Intelligence

The message to CIOs is to do more with less, and the implication is that CIOs must look at digital transformation initiatives differently than in years past. Force-multiplying digital transformation initiatives aim to accomplish multiple strategic objectives through a single vision and investment.

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10 digital transformation roadblocks — and 5 tips for overcoming them

CIO Business Intelligence

So if you are seeking to lead transformational change at your organization, it’s worth knowing the 10 most common reasons why digital transformation fails and what you as an IT leader can learn from those failures. Resistance to change Change is hard, and digital transformation requires a lot of it.

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10 AI strategy questions every CIO must answer

CIO Business Intelligence

How does our AI strategy support our business objectives, and how do we measure its value? The time for experimentation and seeing what it can do was in 2023 and early 2024. At Vanguard, we are focused on ethical and responsible AI adoption through experimentation, training, and ideation, she says.

Strategy 141
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From project to product: Architecting the future of enterprise technology

CIO Business Intelligence

This transformation requires a fundamental shift in how we approach technology delivery moving from project-based thinking to product-oriented architecture. Enterprise architects must shift their focus to business enablement. This alignment sets the stage for how we execute our transformation. The stakes have never been higher.

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What high-performance IT teams look like today — and how to build one

CIO Business Intelligence

As many organizations were accelerating digital transformation initiatives, the higher-performing teams excelled at change management and agile planning practices. We’re now entering a new gen AI era, which is already impacting how we staff teams, their business objectives, and the tools they use to deliver innovations.

IT 141
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Top 10 Data Innovation Trends During 2020

Rocket-Powered Data Science

MLOps takes the modeling, algorithms, and data wrangling out of the experimental “one off” phase and moves the best models into deployment and sustained operational phase. However, it is far from perfect, since it certainly does not have reasoning skills, and it also loses its “train of thought” after several paragraphs (e.g.,