Before-and-after patterns for better L&D systems work.
Use these when the idea makes sense, but you need to see what better looks like in the work.
Choose the situation
Open the example that matches the friction in front of you.
Each example is intentionally small. The point is to help you see the useful shift, test one move, and then use the related template if the pattern fits.
Turn a broad training ask into a clearer request with audience, behavior, workflow, evidence, and constraints.
Aha The request gets easier when we stop asking what to build and start asking what decision or behavior the work needs to support.
Field test Run this on one incoming request this week. If the requester cannot name the behavior or evidence, redirect the conversation before a course gets promised.
Separate fact issues, workflow issues, priority calls, compliance concerns, and preference edits before review gets noisy.
Aha Most SME review problems are category problems. Once we separate what kind of feedback we are looking at, the next action gets much less emotional.
Field test For the next review, require every comment to start with a category. If the category is preference, it waits until fact and workflow issues are resolved.
Move beyond completions by naming readiness, behavior, adoption, workflow impact, and manager observation signals.
Aha Measurement gets more credible when we stop trying to prove everything and start naming the decision the evidence should help someone make.
Field test For one program, add a manager observation question before launch. If no one can answer it later, the measurement plan was too far from the work.
Give an AI tool the role, source material, task, constraints, review standard, and output format it needs to help safely.
Aha The useful part is the brief: source, task, limits, review standard, and decision owner. The prompt only gets better when the work around it gets clearer.
Field test Take one prompt your team already uses and add a source boundary plus a review gate. Compare the new output against the old one.
Turn loose manager feedback into a behavior evidence scorecard with observable criteria, confidence, support needs, and evidence limits.
Aha Manager observation becomes evidence when the behavior, criteria, confidence, work example, support need, and evidence limit are visible.
Field test Use this on one program two weeks after launch. If managers cannot name the behavior or example, the measurement plan is still too far from the work.
