AI transparency

AI systems produce our translations, grammar and inflection analysis, roleplay conversations, exam exercises and feedback, spoken audio, image recognition in AR practice, and the informational learning guides.

Every conversational feature, including roleplay personas and speaking feedback, is an AI system. No LingoXR feature connects you to a human being in real time. Human mentor sessions are booked separately and are always with a real person.

AI-generated audio, images and text carry the machine-readable marks applied by the AI providers we use, so the content can be detected as artificially generated. We do not remove, weaken or alter those marks.

Our informational guides about Finnish society, working life, the cost of living and the YKI exams are generated by AI and are not reviewed by a human editor before publication. They are labelled as AI-generated wherever they appear.

AI output can be inaccurate, incomplete or out of date. Do not rely on it for legal, medical, financial, immigration or official examination decisions. Always confirm important facts with the responsible authority.

If you find something inaccurate or misleading, send us feedback from any page and we will correct or remove it.