The credit model

Sponsors buy AI tuition. Awardees never see cash.

Think of a scholarship card that only works at the model counter. That is the whole product.

1. 1

   Money in becomes a pool of credit

   A sponsor — a person or a company — funds a pool, say $2,400.00. Beasiswa AI does not send that to anyone’s bank. It becomes prepaid usage for AI models.

2. 2

   Each award is a key with a ceiling

   When a project is funded, the awardee gets a personal key, a dollar cap, a daily burn limit, an expiry date, and a list of allowed models. They paste the key into the notebook, editor, or classroom tool they already use.

3. 3

   A unified gateway talks to the models

   Beasiswa AI does not host GPT, Claude, Gemini, or Llama. A unified gateway — the same pattern as a model marketplace — routes each request, meters tokens, and bills the pool. One key, many models, one bill. That is the pipe. Matching, deadlines, and reporting stay with us.

4. 4

   Sponsors watch the meter, not the work

   The sponsor dashboard shows spend, tokens, request counts, and which models ran. It never shows prompts, essays, chat, or research drafts. Schools report as a total, not as a student roster.

5. 5

   What is not used comes back

   Hit the deadline, go quiet, or finish early, and leftover credit returns to the pool for the next project. That is the part a ChatGPT subscription cannot do.