A path that recalculates
Every choice, session and reflection adjusts the next smallest useful step. Not a fixed syllabus, a route that changes shape as you do.
luma
ADAPTIVE CASE LEARNING
Learning that changes
shape as you do.
Luma builds a personal learning path from the decisions you actually make, coaches you with a guide that will not hand over answers, and grows a persona that is yours alone. One focused session at a time.
No signup needed to explore. The demo runs entirely in your browser.
Not a course catalog. A path that recalculates every time you choose.
WHAT MAKES IT DIFFERENT
Four ideas most platforms
only put in the brochure.
A persona that grows
Your strengths and edges are drawn from what you actually do, not a personality label. It updates, it decays without practice, it stays honest.
A guide that will not cheat
Luma coaches the reasoning and refuses to answer assessments. It runs privately on your device, so the conversation never leaves your machine.
Roles without surveillance
Admins and trainers assign practice and see progress signals. They can never read your private reflections or guide chats. Enforced in the database, not just the interface.
HOW IT WORKS
A method that follows
the learner.
01
Calibrate
Three human questions, no test. Luma takes a soft first reading of how you think.
02
Practice
Short cases and reflections. Real decisions, low stakes, private by default.
03
Adapt
Each session moves your skill signals. The path recomputes toward your growth edge.
04
Grow
Your persona sharpens over weeks. The work compounds into a repeatable practice.
THE POINT
You are not a score.
You are a living learning signal.
Most systems reduce you to a percentage. Luma keeps a richer picture: what you notice first, how you recover from a wrong turn, when you do your clearest thinking. That picture is yours, and it shapes everything the platform offers you next.
PRIVACY IS THE PRODUCT
Two promises, enforced
in the database.
The guide will not cheat
Ask Luma for a quiz answer and it declines, then coaches the reasoning instead. The assessment boundary is the same for everyone, at every tier.
Your reflections stay yours
Trainers and admins see progress signals so they can help. Row-level security makes your private reflections and guide conversations unreadable to them, full stop.
The AI runs on your device
Luma's guide loads a small model into your browser with WebGPU. Your conversations are computed locally and never sent to a server.
START ANYWHERE
Begin with one
focused session.
Twelve minutes is enough to feel the path move. Open the demo and watch your first choices shape what comes next.