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Digital sovereignty in the age of AI

Are you in control of your digital destiny? In this episode, Alan Pringle and Sarah O’Keefe define digital sovereignty. They break down what organizations need to consider as they bring AI into content operations, from data leakage and competitive intelligence to shifting international regulations.

Sarah O’Keefe: The working definition that I’m using is that digital sovereignty is control over your own digital assets, digital destiny. That could be you personally, it could be you as an organization, or it could be you as a country or as a group of nations. And when I say group of nations, probably 98% of the time I’m talking about the EU, which has some laws in this regard. Digital sovereignty is your ability to control, own, and manage your digital assets and how they are used, reused, processed, resold, repurposed, and all the rest of it.

Alan Pringle
August 3, 2026
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AI Content debt Content management Content pitfalls Localization Podcasts Translation

The debt crisis: AI edition

What happens when you feed years of messy content into AI? In this episode, Bill Swallow and Alan Pringle dig into the content debt crisis, including increased system costs, neglected localization, and the fallout of “just use AI” mandates. They share practical insights to help organizations get back on track.

Alan Pringle: Is your content updated? Does it reflect the latest information? Is it created for all the different locales that your company serves? Is it in different languages? That is another pile of debt that when you start looking at AI, all the problems will be very brutally magnified, and you’re going to have to address them to really have a large language model that works at all.

Bill Swallow
July 13, 2026
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Content management Content pitfalls Content silos DITA

Tag, you’re it! Playing nice with DITA

When we create content, whether it’s a blog post or an instructional guide, we think about our own requirements. What does the style guide say about how to word this phrase? What formatting do I apply here? But if we pull back and look at the other teams that we work with, there’s a broad spectrum of content needs which often don’t line up.

However, there are still opportunities to bridge between silos, and ways to allow different teams to play together.

Jake Campbell
July 6, 2026
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AI Content management Podcasts Structured content

From ad hoc to autonomous: The AI content ops maturity model

There are five levels of maturity for AI-driven content operations. Which level are you in? In this episode, Sarah O’Keefe and Bill Swallow walk through the AI content ops maturity model, from ad hoc experimentation to fully autonomous workflows.

Sarah O’Keefe: We want this automation, right? We want the ability to go in and extract release notes and do something with them. We have to have a certain level of maturity on the software development process so that we can grab the appropriate information. The same thing is true on the content side. You have to have a certain level of maturity in your content development processes, in your content management, so that you can identify the right things to process and the right things to access.

Bill Swallow
June 22, 2026
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