Question 1

What is InTransparency?

Accepted Answer

InTransparency is the verified skill graph of European higher education. Students build evidence-based profiles from their projects, the evaluations their teachers give when asked, and supervised stages/tirocini. Recruiters match against evidence recorded on the platform — teacher-evaluated projects, supervised stages and host-institution exchange completions — weighted above self-declared skills.

Question 2

How is InTransparency different from JobTeaser?

Accepted Answer

JobTeaser is a job board with career-center integration. InTransparency is a verified skill graph. Students publish their projects, teachers evaluate them when a student asks, we collect supervisor evaluations from stages, map skills to the EU ESCO taxonomy, and store a factor-by-factor explanation for the matches our talent search produces.

Question 3

How is InTransparency different from Handshake?

Accepted Answer

Handshake is a US-centric career services platform. InTransparency is built for EU labour law and the Italian academic context: ANVUR, INDIRE, PCTO, stage curriculare. Here each skill comes from the student’s own work, with its source; Handshake accepts self-declarations.

Question 4

What does InTransparency publish about its matching algorithms?

Accepted Answer

Public model cards at /algorithm-registry: the inputs each model uses, the attributes it never uses, the scoring weights and the known limits. Every talent-match result is stored with a factor-by-factor explanation the student can read, and screening in the Talent Suite requires a human decision before a candidate advances. We classify our matching as high-risk under Annex III §4 of EU Regulation 2024/1689 ourselves; we hold no third-party conformity assessment or certification.

Question 5

Do students control their data?

Accepted Answer

Data export (Art. 20) and account deletion with cascade anonymization (Art. 17) are self-service from /dashboard/student/privacy, and the export includes the matches recorded about you. Profile views are not in that export; they are shown on the visitors tab of /dashboard/student/profile. Human review of a match is requested in-app, from the match explanation page or /dashboard/student/privacy/requests; the request is recorded with a reference and the date an answer is owed, and the reviewer's outcome is written back onto the stored explanation.

Question 6

What is a Verifiable Credential on InTransparency?

Accepted Answer

A W3C Verifiable Credential — Ed25519-signed, issued in the name of the person or institution behind it (a school, a stage supervisor, or a teacher’s evaluation), and verifiable by any third party using our published public key at /api/credentials/public-key. Europass v3 export is available; EU Digital Identity Wallet support is planned.

Question 7

How does skill verification work?

Accepted Answer

Each skill carries the source it came from: a teacher’s evaluation of a project, given at the student’s request, a supervisor evaluation from a completed stage, a host-institution signoff after an exchange, or the project the AI read it out of. Self-declared skills are shown as self-declared. Skills are mapped to ESCO URIs where the term resolves against the EU taxonomy.

Question 8

Is InTransparency free for students?

Accepted Answer

Yes. Profile, projects, applications and AI up to 250 credits a month cost a student nothing. Premium is optional and adds AI: 500 credits a month and more readings per project; it has no free trial. Schools pay one monthly plan by type of school, after a 7-day free trial, and companies start on a free plan. The prices are on /pricing.

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