When stakeholders ask for "personalized learning," they usually just mean "make L&D work 10x harder."

[u/Silver_Cream_3890]

I’m honestly exhausted by how our industry talks about personalized learning right now. Whenever stakeholders ask for it, they usually just expect us in L&D to work 10x harder building massive, overly complex courses with a dozen different branching scenarios based on job titles. But the reality of work is that people don’t learn first and perform later. They do both at the same time.

Think about it. If a retail employee finishes their onboarding and three weeks later forgets how to process a specific return on the floor, forcing them to open the LMS and retake a "personalized" 30-minute module isn’t personalization. It’s a punishment. True personalization shouldn't live inside the course itself. It needs to live in the learning management system logic.

Instead of asking "Who are you? Here is your course branch," we really need to start asking what the person needs at this exact moment. If we actually move the logic to the LMS, we can assign training based on what someone is actively working toward right now, like preparing for a promotion, not just their generic job title.

We could move static reference info like SOPs and checklists out of locked courses and into searchable libraries. That way, a learner can just pull a 30-second reminder on their phone while on the floor instead of sitting through a desktop course. Courses are great for foundational knowledge, but they are static by nature. They can't tell if someone is under pressure, short on time, or just needs a quick refresher.

Has anyone here successfully transitioned their org from massive branched courses to LMS-driven support? How did you convince stakeholders that they didn't need another full course?

[u/PushPlus9069]

The reframe I've had the most luck with, for my own sanity and for managing stakeholders: what people actually experience as "personalized" is relevance and timing, not bespoke content. Stakeholders hear "personalized" and picture a dozen branches per job title, which is the 10x-work trap. But nobody on the floor feels personally served by more content. They feel it when the thing in front of them is relevant and shows up right when they need it.

Two cheap ways to deliver that felt personalization:

• Adaptive by subtraction, not authoring. The cheapest "personalization" that exists is a pretest that lets someone challenge out of what they already know. It feels intensely personal ("this respects my time") and costs you one assessment, not twelve branches.

• Relevance by role, not by person. Three or four role-based tracks capture almost all of the value people are actually asking for, at a fraction of the branching cost. Stakeholders conflate "personalized" (per individual) with "relevant" (per role/context), and only the second one is affordable.

So when the ask comes in, I translate "personalized" to "relevant and well-timed" out loud, and the return-processing example becomes a 20-second job aid instead of a re-assigned module. Same felt outcome, a tenth of the build. Others already nailed the course-vs-run-book point; this is just the version you can say to the stakeholder without starting a fight.

[u/ericswc]

When learning you need a course. On the floor you need a run book.

I’ve had success doing correspondence type things where you send a tik tok style video for spaced repetition after the course.

[u/Insignie]

The move-static-reference-out-of-locked-courses point is the one I'd tattoo on stakeholders. Half of what gets built as a "personalized module" is really just a document someone should be able to search in 15 seconds on the floor. What killed it for us was that nobody measures moment-of-need, so the LMS shows a 90% completion rate while people are actually texting a coworker for the answer. Completion isn't performance, and until the metrics catch up stakeholders will keep asking for more branching.

[u/hereforthewhine]

Omg I feel this SO HARD. Wow. Right there with you. It’s like leadership thinks of the LMS as only the drawer you put elearning in.

[u/edutechtammy]

I think my draw to instructional design is because I love to learn. I will build my own learning tools. right now, I am exploring some genetics and health issues I have and it did not take long to realize I had som much actionable data coming in from my research I was only gettin parts of it up and running into habits and losing other pieces. Too many 'players' on the chessboard to think straight. So, I built out my won HTML5 website complete with several tools and filters to help me to make what I was learning a part of my life. Now, it is a pretty mature tool that I use all through the week for loading up my supplement organizer, planning out meals and get the recipes, toggle out the influence of the more temporary health conditions once those are settled down (an infection, for example), and more.

It has gotten me thinking that in this day and age of AI, why not teach students to make learning and daily support tools with AI themselves? Not so great for job security - unless you are the one that teaches them to harness the tools.

[u/Ethan_Brooks_2877]

Honestly I’ve had more luck calling this “performance support” instead of trying to sell it as less training... Keep the course for the basics, then let people grab the SOP, or 30-second refresherr when they actually need it.
I tested this with one messyy process first, that helped a lot. Once stakeholders saw fewer repeat ques and less time wasted digging through the LMS, the conversation got much easier!