FRIDA-Decisions makes structured decisions over Russian text in a single encoder pass: pick one of K options, place a text on an ordinal scale, answer yes / no, or rank candidates. The options are written as text inside the request, so a new label set is a new JSON, not a new training run. No generation, no output tokens, no parsing: every answer is one of the declared options, with its confidence.