Closing a specific gap
You already have evidence. Upsoma estimates what transfers, finds the missing prerequisites, and moves the path closer to practice.
From goal to path to readiness evidence.
Upsoma combines a skill graph with your learner overlay, then turns the gap into an ordered path that gets shorter as you prove mastery.
The system model
A useful adaptive learning product has to show its reasoning. The visible loop is graph, overlay, path, and proof.
- Skill graph
Upsoma maps the target into prerequisite skills, dependencies, and checkpoints.
- Learner overlay
Your profile, uploaded evidence, self-ratings, and assessment signals sit on top of that graph.
- Adaptive path
The path starts where you are, skips what you already know, and changes as your signals improve.
- Readiness evidence
The outcome is a report of closed gaps, verified skills, projects, and remaining work.
Two learner starting points
The same loop supports learners who are almost ready and learners who need a foundation.
Starting from zero
You name a goal. Upsoma builds the foundation first, then unlocks deeper units only when the earlier skills make sense.
End state
Readiness evidence is the product outcome.
Upsoma should not only say that a path is complete. It should show what changed, which skills were verified, what evidence was used, and what still needs attention.
- Learning units completed and versioned
- Skills gained, gaps closed, and gaps remaining
- Path changes explained as performance improves