RETROVIA FOR SCHOOLS

A clearer career conversation—not a verdict.

Retrovia is a destination-first career assessment. The Retrovia Method begins with the life a student wants, then works backward into career roads whose real-world demands appear compatible with those answers. It gives students and the adults guiding them something concrete to discuss. It does not decide what a student should become.

In plain English

We are not trying to predict a teenager’s future. We are helping them notice tradeoffs early—before a job title, salary headline, or favorite school subject becomes a plan that has never been pressure-tested.

The Retrovia Method

1. Define the destination

The student answers 12 foundation questions about income, schedule, location, stability, training, work style, strengths, interests, and dealbreakers. “I don’t know” is always allowed.

2. Confirm the life brief

If “financial freedom” or another phrase is too broad, Retrovia asks the student to choose or write the concrete meaning. The system does not silently decide what the student meant.

3. Map the roads backward

The report shows compatible and unexpected careers, conflicts, sacrifices, daily work, pay, training, outlook, geography, stress, technology exposure, sources, and questions to investigate next.

What the school can—and cannot—see

The school receives

  • Anonymous starts and completions
  • Overall completion percentage
  • Broad career categories being explored
  • An individual report only after the student chooses to share it

The school does not automatically receive

  • A required student name, email, password, birth date, grades, or transcript
  • A student roster or personal student profile
  • Private answers or individual reports
  • A claim that Retrovia knows the “right” career for a student

What the AI is allowed to do

AI helps interpret user-confirmed answers, compare them with occupational demands, explain conflicts, and draft a readable assessment. It must separate compatibility confidence from factual certainty. It may disagree with a student’s first idea, but it cannot order the student to pursue or abandon a path, manufacture certainty, or use encouragement that is not tied to a specific evidenced match.

When the answer is difficult

Retrovia does not soften a real conflict into false reassurance, and it does not leave a student alone with a hard conclusion. When an assessment surfaces a difficult tradeoff or a desired combination that does not appear ordinarily compatible, the report explains which constraints conflict and gives the student a concrete question to take to a parent, mentor, guardian, trusted adult, or counselor.

How factual claims are handled

Retrovia links important labor claims to their underlying sources. For key numeric claims, its evidence check re-fetches the cited page and looks for the claimed figure in the relevant context. A real link by itself is not treated as proof. If a claim cannot be verified, the report must label the evidence as limited or unavailable rather than present the number as settled fact. National figures are not presented as local guarantees.

How broad the career search is

Retrovia starts with the current O*NET occupation catalog—more than one thousand recognized occupations—then uses the student’s confirmed constraints to create a smaller, auditable candidate set across the full range of job families. The AI must choose exact catalog titles; it cannot invent a job. The catalog can be refreshed when O*NET publishes an update.

How military pathways are treated

Military service is shown only when a student explicitly raises it or their confirmed answers accept its unusual combination of structure, mobility, schedules, and service commitment. It is labeled separately from civilian employment. The report must distinguish enlisted and officer access, treat base pay and allowances accurately, show binding obligations and assignment limits, and include civilian alternatives. Tactical occupations are not surfaced from a vague interest in service.

Where responsibility stays

Retrovia is an educational decision-support tool, not career counseling, legal advice, financial advice, a psychological evaluation, or a promise of admission, licensing, employment, income, satisfaction, or job security. Labor markets and requirements change. Students, families, educators, and qualified professionals remain responsible for checking current requirements and making decisions. Schools remain responsible for obtaining any permissions their policies or applicable law require and for deciding whether Retrovia is appropriate for their students.

A rollout without the headache

A school or youth program creates one administrator-controlled workspace and sends students revocable private links. Students do not need personal accounts. Start with a small cohort, explain the purpose in a minute, let students complete the assessment independently, and use the reports to improve conversations with the adults guiding them.