Section	Candidate Type	Eligible?	Typical Requirement	Notes
Primary fit	L&D managers and program leads	Yes	Ownership of learning programs or academies	Primary audience — entire L&D lifecycle is covered end to end.
Primary fit	Instructional designers and learning experience designers	Yes	Familiarity with ADDIE, SAM, or similar models	Strong fit — AI speeds up the most time-consuming design and authoring work.
Primary fit	Corporate trainers and facilitators	Yes	Delivering live or virtual training regularly	Gain AI-assisted facilitator guides, activities, and debrief kits.
Adjacent backgrounds	Sales enablement and customer education leads	Yes	Building enablement or customer training content	Frameworks apply directly to enablement curricula and academy content.
Adjacent backgrounds	HR business partners supporting learning	Yes	Involvement in upskilling or DEI programs	Useful for needs analysis, rollout comms, and program reporting.
Adjacent backgrounds	Subject-matter experts (SMEs) building training	Yes	Domain expertise in a topic you need to teach	Helps turn expertise into structured learning faster, without a full ID background.
Experience level	New to L&D	Yes	Recently moved into a learning or enablement role	Course includes foundational instructional design context alongside AI tooling.
Experience level	Experienced instructional designers	Yes	3+ years building formal programs	Best fit — accelerates existing workflows and introduces new prompt-driven authoring patterns.
Experience level	L&D leaders and CLOs	Yes	Budget and team ownership	Useful for setting AI policy, team standards, and measuring ROI of AI-assisted L&D.