Understand the person
Natural language and a few high-information questions become structured skills, interests, work preferences and goals.
Career decision + adaptive learning
Find where you fit.
See what it takes.
PathFinder turns your skills, interests and goals into realistic career options, compares the learning distance between them, then builds an adaptive route for the direction you choose.
Explainable career matchingCareer-distance comparisonAdaptive learning route
YOUR CAREER + SKILL UNIVERSEdrag · hover · Ctrl/⌘ + wheel to zoom
EXPLORE A ROUTESkill dependenciesThe visual graph is decorative. Use the route links below for the same information.
Explore multiple routesthen adapt from real evidence
THE CORE QUESTION“Which career routes fit this person — and what would each one actually require from here?”
Understand me→Discover→Compare→Build route
Career direction before course selection
Discover → compare → choose → adapt.
PathFinder first helps the learner decide where to go. Only then does it activate the competency graph, verification, learning sessions and automatic replanning.
Compare realistic career routes
See skill overlap, biggest gaps and estimated transition effort for several careers instead of a single unexplained score.
Build and continuously adapt
After choosing a direction, the same evidence-based planner verifies claims, sequences prerequisites and recalculates the route.
The differentiator
Compare the route, not just the job title.
A learner can place Data Analyst, Data Scientist and ML Engineer side by side and immediately see what transfers, what is missing and how much learning each route adds from their current state.
Skill overlapInterest alignmentLearning distanceBiggest gapsPath simulation
Your current stateskills · interests · goals
Data Analystshorter transition
Data Scientistdeeper statistics route
ML Engineersystems + ML route
Product Analystbusiness + data route
After career selection
The learning engine takes over.
Once a direction is chosen, PathFinder opens on one clear next move, verifies claimed skills, and only teaches what the learner still needs.
pathfinder / today
DiscoverCompareTodayPathLearnCheck-in
SELECTED DIRECTION · ML ENGINEER
Verify Probability
We have partial evidence. A 6-minute check-in decides whether to skip the refresher.
Career discovery that continues into learning
Choose with context. Learn with evidence.
Explore dynamic career options, compare realistic alternatives, then watch the selected route adapt as your evidence changes.
Find my paths →