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Learning content Podcasts Structured content

Help or hype? AI in learning content

Is AI really ready to generate your training materials? In this episode, Sarah O’Keefe and Alan Pringle tackle the trends around AI in learning content. They explore where generative AI adds value—like creating assessments and streamlining translation—and where it falls short. If you’re exploring how AI can fit into your learning content strategy, this episode is for you.

Sarah O’Keefe: But what’s actually being said is AI will generate your presentation for you. If your presentation is so not new, if the information in it is so basic that generative AI can successfully generate your presentation for you, that implies to me that you don’t have anything interesting to say. So then, we get to this question of how do we use AI in learning content to make good choices, to make better learning content? How do we advance the cause?

Alan Pringle
July 21, 2025
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Webinar

How CompTIA rebuilt its content ecosystem for greater agility and efficiency (webinar)

After an acquisition, CompTIA faced the challenge of unifying multiple content systems, editorial teams, and delivery formats. To tackle this, they implemented a centralized, structured content model supported by a robust content management system. This webinar details how CompTIA overhauled its content operations from strategy through implementation without a pause in production.

Now we’re going to start seeing the true benefits of working in DITA, which is what I’m most excited about. We can maintain our content easily and focus on where things are changing versus converting, rearranging, or recopying content. I’m excited to see how our efficiencies gain as we move into our refresh cycle.

— Becky Mann

Bill Swallow
July 7, 2025
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CCMS CMS Content management Content pitfalls Headless CMS Learning content LMS Podcasts

Tool or trap? Find the problem, then the platform

Tempted to jump straight to a new tool to solve your content problems? In this episode, Alan Pringle and Bill Swallow share real-world stories that show how premature solutioning without proper analysis can lead to costly misalignment, poor adoption, and missed opportunities for company-wide operational improvement.

Bill Swallow: On paper, it looked like a perfect solution. But everyone, including the people who greenlit the project, hated it. Absolutely hated it. Why? It was difficult to use, very slow, and very buggy. Sometimes it would crash and leave processes running, so you couldn’t relaunch it. There was no easy way to use it. So everyone bypassed using it at every opportunity.

Alan Pringle: It sounds to me like there was a bit of a fixation. This product checked all the boxes without actually doing any in-depth analysis of what was needed, much less actually thinking about what users needed and how that product could fill those needs.

Bill Swallow
June 2, 2025
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CCMS Content delivery portal Content management DITA Podcasts

Deliver content dynamically with a content delivery platform

Struggling to get the right content to the right people, exactly when and where they need it? In this podcast, Scriptorium CEO Sarah O’Keefe and Fluid Topics CEO Fabrice Lacroix explore dynamic content delivery—pushing content beyond static PDFs into flexible platforms that power search, personalization, and multi-channel distribution.

When we deliver the content, whether it’s through the APIs or the portal that you’ve built that is served by the platform, we render the content in a way that we can dynamically remove or hide parts of the content that would not apply to the context, the profile of the user. That’s the magic of a CDP. It’s delivering that content dynamically.

— Fabrice Lacroix

Sarah O'Keefe
May 19, 2025
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Content management Content reuse DITA Learning content Personalization Podcasts Structured content Structured learning content

The benefits of structured content for learning & development content

In this episode, Alan Pringle, Bill Swallow, and Christine Cuellar explore how structured learning content supports the learning experience. They also discuss the similarities and differences between structured content for learning content and technical (techcomm) content.

Even if you are significantly reusing your learning content, you’re not just putting the same text everywhere. You can add personalization layers to the content and tailor certain parts of the content that are specific to your audience’s needs. If you were in a copy-and-paste scenario, you’d have to manually update it every single time you want to make a change. That scenario also makes it a lot more difficult to update content as you modify it for specific audiences over time, because you may not find everywhere a piece of information has been used and modified when you need to update it.

— Bill Swallow

Christine Cuellar
April 7, 2025
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Learning content Podcasts

Transform L&D experiences at scale with structured learning content

Ready to deliver consistent and personalized learning content at scale for your learners? In this episode of the Content Operations podcast, Alan Pringle and Bill Swallow share how structured content can transform your L&D content processes. They also address challenges and opportunities for creating structured learning content.

There are other people in the content creation world who have had problems with content duplication, having to copy from one platform or tool to another. But I will tell you, from what I have seen, the people in the learning development space have it the worst in that regard—the worst.

— Alan Pringle

Alan Pringle
January 13, 2025
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Content pitfalls Content silos Industry insights Podcasts

Do enterprise content operations exist?

Is it really possible to configure enterprise content—technical, support, learning & training, marketing, and more—to create a seamless experience for your end users? In episode 177 of the Content Strategy Experts podcast, Sarah O’Keefe and Bill Swallow discuss the reality of enterprise content operations: do they truly exist in the current content landscape? What obstacles hold the industry back? How can organizations move forward?

Sarah: You’ve got to get your terminology and your taxonomy in alignment. Most of the industry I am confident in saying have gone with option D, which is give up. “We have silos. Our silos are great. We’re going to be in our silos, and I don’t like those people over in learning content anyway. I don’t like those people in techcomm anyway. They’re weird. They’re focused on the wrong things,” says everybody, and so they’re just not doing it. I think that does a great disservice to the end users, but that’s the reality of where most people are right now.

Bill: Right, because the end user is left holding the bag trying to find information using terminology from one set of content and not finding it in another and just having a completely different experience.

Sarah O'Keefe
October 21, 2024
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CCMS CMS Content debt Content pitfalls DITA Webinar

Content ops forecast: mostly sunny with a chance of chaos (webinar)

In this episode of our Let’s Talk ContentOps! webinar series, Scriptorium principals Sarah O’Keefe (CEO), Alan Pringle (COO), and Bill Swallow (Director of Operations) provide practical insights on the future of content operations. They’ll deliver sunny predictions, warn of upcoming storms, and equip you to weather unprecedented fronts in the content industry.

Sarah O'Keefe
July 22, 2024
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Business case/ROI Change management Localization Podcasts Structured content

Accelerate global growth with a content localization strategy

In episode 170 of The Content Strategy Experts podcast, Bill Swallow and Christine Cuellar dive into the world of content localization strategy. Learn about the obstacles organizations face from initial planning to implementation, when and how organizations should consider localization, localization trends, and more.

Localization is generally a key business driver. Are you positioning your products, services, what have you for one market, one language, and that’s all? Are you looking at diversifying that? Are you looking to expand into foreign markets? Are you looking to hit multilingual people in the same market? All of those factors. Ideally as a company, you’re looking at this from the beginning as part of your business strategy.

— Bill Swallow

Christine Cuellar
July 15, 2024
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CCMS CMS Content management Content reuse DITA Structured content

What does it all mean?! Foundations of an enterprise content strategy

In the wide world of content, we’ve got a lot of terms. Some may be new to you, and others have contested definitions, which makes clear communication—typically our bread and butter—a challenge. If you’re exploring efficiency in your organization’s content processes, this post clarifies the foundational concepts of an enterprise content strategy.

Christine Cuellar
June 10, 2024
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