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Author: Alan Pringle

AI Podcasts Structured content

Check in on AI: The true measure of success for AI initiatives

In this episode, Sarah O’Keefe and Alan Pringle explore how AI transforms content delivery from static documents into dynamic, consumer-driven experiences. However, the need for human-led governance is critical, and Sarah and Alan explore issues of accuracy, accountability, governance, and more. They challenge organizations to define AI success by its ability to deliver accurate, high-impact outcomes for the end user.

Sarah O’Keefe: The metrics that are being used to measure the success of AI are all wrong. We should be measuring the success of various AI efforts based on, “Are people getting what they need? Are they having a successful outcome with whatever it is that they’re trying to do?” The metric we actually seem to be using is, “What percentage of your workflow is using AI? How many people can we get rid of because we’re automating everything with AI?” It’s the wrong metric. The question is, how good are the outcomes?

Alan Pringle
February 16, 2026
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Case studies Learning content Structured learning content

LearningDITA: replatforming structured learning content

For nine years, the Scriptorium site LearningDITA.com served more than 16,000 students seeking knowledge about the Darwin Information Typing Architecture (DITA) XML standard. A critical system failure forced Scriptorium to rebuild the site, so we focused our consulting expertise on ourselves to address a replatforming challenge for structured learning content. 

Alan Pringle
November 10, 2025
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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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DITA Podcasts

LearningDITA: What’s new and how it enhances your learning experience

In this episode, Alan Pringle, Gretyl Kinsey, and Allison Beatty discuss LearningDITA, a hub for training on the Darwin Information Typing Architecture (DITA). They dive into the story behind LearningDITA, explore our course topics, and more.

Gretyl Kinsey: Over time that user base grew and grew. And now it boggles my mind that it got all the way up to 16,000 users. I never expected it to grow to that size.

Alan Pringle: Well, we didn’t really either, nor did our infrastructure. Because as of late 2024, things started to go a little sideways, and it became clear our tech stack was not going to be able to sustain more students. It was very creaky. The site wasn’t performing well. So we made a decision that we needed to take the site offline, and we did, to basically redo it on a new platform.

Alan Pringle
March 10, 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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CCMS CMS LMS Podcasts RFP Translation

Creating content ops RFPs: Strategies for success

In episode 179 of the Content Strategy Experts podcast, Sarah O’Keefe and Alan Pringle share the inside scoop on how to write an effective request for a proposal (RFP) for content operations. They’ll discuss how RFPs are constructed and evaluated, strategies for aligning your proposal with organizational goals, how to get buy-in from procurement and legal teams, and more.

When it comes time to write the RFP, rely on your procurement team, your legal team, and so on. They have that expertise. They know that process. It’s a matter of pairing what you know about your requirements and what you need with their processes to get the better result.

— Alan Pringle

Alan Pringle
December 9, 2024
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Business case/ROI Change management Podcasts Structured content

Position enterprise content operations for success (podcast)

In episode 174 of The Content Strategy Experts podcast, Sarah O’Keefe and Alan Pringle explore the mindset shifts that are needed to elevate your organization’s content operations to the enterprise level.

If you’re in a desktop tool and everything’s working and you’re happy and you’re delivering what you’re supposed to deliver and basically it ain’t broken, then don’t fix it. You are done. What we’re talking about here is, okay, for those of you that are not in a good place, you need to level up. You need to move into structured content. You need to have a content ops organization that’s going to support that. What’s your next step to deliver at the enterprise level?

— Sarah O’Keefe

Alan Pringle
September 16, 2024
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Content debt Content pitfalls Podcasts

Renovation revelations: Managing technical debt (podcast)

Just like discovering faulty wiring during a home renovation, technical debt in content operations leads to unexpected complications and costs. In episode 171 of The Content Strategy Experts podcast, Sarah O’Keefe and Alan Pringle explore the concept of technical debt, strategies for navigating it, and more.

In many cases, you can get away with the easy button, the quick-and-dirty approach when you have a relatively smaller volume of content. Then as you expand, bad, bad things happen, right? It just balloons to a point where you can’t keep up.

— Sarah O’Keefe

Alan Pringle
August 12, 2024
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Industry insights Podcasts

Pulse check on AI: May, 2024

In episode 166 of The Content Strategy Experts Podcast, Sarah O’Keefe and Alan Pringle check in on the current state of AI as of May 2024. The landscape is evolving rapidly, so in this episode, they share predictions, cautions, and insights for what to expect in the upcoming months.

We’ve seen this before, right? It’s the gold rush. There’s a new opportunity. There’s a new possibility. There’s a new frontier of business. And typically, the people who make money in the gold rush are the ones selling the picks and shovels and other ancillary services to the “gold rushees.”

— Sarah O’Keefe

Alan Pringle
May 13, 2024
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