CORE SYSTEM
Outcome-to-skill mapping
Skill Graph turns a learner's target into connected capability nodes, then uses those relationships to build an explainable path.
How Skill Graph works
It maps the outcome, identifies the required skills, and orders those skills by what unlocks what.
Sequencing
Prerequisites decide the order
Each skill unlocks the next, creating a clear learning path.
Telemetry
Progress changes the graph
Completion, practice, and proof signals close skill gaps, unlock dependencies, and update what Upsoma should recommend next.
Explainability
Every recommendation has a reason
Each chapter can point back to the goal, the prerequisite chain, the learner's evidence, and the remaining skill gaps.
Node states
The learner sees momentum
Nodes move from locked to active to closed, giving learners a visual record of capability growth instead of a flat list of content.
AI Career Path Builder
Map a role, skill, project, or domain into ordered dependencies, live checkpoints, and the next chapter that actually moves you forward.