Session Details
413: AI Can Generate Content. Can You Design Capability? A Workflow-Based Microlearning Lab
In 2026, content is no longer the bottleneck in L&D. AI can generate courses in seconds. Microlearning libraries are expanding rapidly. Yet performance gaps persist. The real challenge isn’t content production. It’s designing learning that flows with real work. As organizations move toward skills-based workforce models and invest in frontline capability, learning teams are under pressure to prove measurable impact—not just completion rates. But most microlearning is still organized around topics instead of task flow. The result? LMS fatigue, content overload, and limited transfer.
This interactive Mastery session tackles one of the most urgent challenges in modern learning: transforming content into capability. You will collaborate to diagnose a real-world performance breakdown and redesign it into workflow-based microlearning that aligns to task sequence, supervisor validation, and real operational friction points. Grounded in a design philosophy that honors the whole learner, equips through intentional structure, and reimagines learning within real work environments, this session shifts the focus from content creation to capability architecture. Instead of asking “What should we build?” we will ask:
- Where does the workflow break down?
- What friction prevents performance?
- What should be learning vs. validation vs. workflow support?
- How do we design materials that follow task sequence—not topic sequence?
- How do we ensure inclusion and multilingual scalability in operational environments?
You will leave with practical frameworks and applied design solutions that you can implement immediately.
Attendees should be familiar with instructional design and microlearning concepts and have created or supported training initiatives. Participants should understand learning objectives, content sequencing, and basic performance metrics but do not need advanced expertise in AI, workflow analysis, or performance consulting.