G3MS is AI-powered learning infrastructure that turns skill-building into a daily habit — from classrooms to career and workforce learning. Each Drop delivers short instruction, real-time feedback, adaptive AI support, and a clear mastery check, enabling rapid progress for learners and educators exploring what’s next in AI-driven learning.

Figr AI: UX Agent for Product Teams — Learns your product. Thinks through UX

Learns your product. Thinks through UX

We built G3MS after noticing the same pattern across schools, workplaces, and online learning: exposure is mistaken for learning. People watch videos, skim content, or finish courses, but rarely get enough practice or feedback to reach real mastery. G3MS is built around Drops — short, focused learning loops that require understanding before you move on. Each Drop combines a micro-lesson, a challenge, real-time scoring, adaptive AI support with Ayo, and a clear mastery check. The rule is simple: don’t advance until you actually get it. G3MS started in classrooms, and we’re now extending the same model into career and workforce learning. This launch opens the platform to adults who want to experience what high-dose, practice-driven AI learning feels like in real time. We’d love your feedback. What felt intuitive or confusing? Where did the learning click? And what skills or subjects would you want this model applied to next?

Figr AI: UX Agent for Product Teams — Learns your product. Thinks through UX

Learns your product. Thinks through UX

G3MS

Daily learning that sticks.

Daily learning that sticks.