Choose an affordance, describe your learning, training, or performance scenario, and get a structured design brief grounded in 40 years of learning science — with concrete decisions and a clear first move.
Each affordance is a distinct design opportunity. Pick the one that best matches your learning challenge.
AI holds, retrieves, and adapts to learner history — enabling spaced recall, personalized review, and just-in-time knowledge.
AI as a thinking partner — Socratic dialogue, scenario analysis, metacognitive scaffolding, case reasoning.
Companion ebook coming soon — the Mapper works fully for this affordance today.
AI as an adaptive agent — intelligent feedback loops, mastery-based progression, autonomous coaching.
Companion ebook coming soon — the Mapper works fully for this affordance today.
AI and human as genuine partners — co-design, joint problem-solving, with human oversight preserved at every step.
Companion ebook coming soon — the Mapper works fully for this affordance today.