Youth Code x AI · YCFxAI Challenge Submission

No idea what you’re good at yet? Let’s find the pattern.

PathPilot helps students turn real stories — the moments they enjoyed, helped, built, explained, organized, or obsessed over — into career directions, archetypes, and a next-step plan.

🧭 Discovery first

For students who cannot name their interests or skills yet.

✨ Archetype reveal

Builder, Investigator, Helper, Creator, Strategist, and more.

🎯 Your next move

Small experiments, career directions, and action plans.

The problem

Many students are too confused to answer normal career questions.

Asking “what are your skills?” or “what do you want to do?” assumes the student already knows themselves. Many do not. They need help finding patterns in real moments, not another long list of career options.

The solution

PathPilot starts with stories, then turns them into direction.

Students can describe moments where they had fun, helped someone, built something, or lost track of time. PathPilot turns those signals into archetypes, possible paths, and a small next-step plan.

How PathPilot works

Not a chatbot. A structured decision engine.

Instead of giving generic advice, PathPilot uses a rules-first recommendation layer to make stable decisions, then can later add AI personalization on top.

1

1. Understand the student

The student enters their stage, interests, skills, projects, goals, financial pressure, and current confusion.

2

2. Diagnose the bottleneck

PathPilot classifies whether the student needs exploration, specialization, resume proof, placement prep, paid experience, research, or startup direction.

3

3. Generate the next move

The dashboard recommends a path, opportunity strategy, resume strategy, tradeoff advice, and concrete action plans.

Choose your starting point

PathPilot works even if the student has no idea what to say yet.

Start with story-based discovery, or use strategy mode if the student already knows their goal.

Discovery mode

Start with real moments, not perfect answers.

The student does not need to know their skills yet. PathPilot looks for patterns in what they describe.

Your reveal will appear here.

Answer the story questions, then PathPilot will look for signals in what you wrote.