1. How accurate are the summaries and transcripts in Finnish? How is their quality tested?
Answer:
We use Amazon Transcribe for Finnish transcription, which delivers very high-quality results—on par with OpenAI Whisper Large but faster. We’ve tested multiple speech recognition services on the same set of Finnish, Swedish, and English audio files, and Amazon Transcribe is currently the best solution for Finnish.
Once audio is transcribed, our AI generates summaries and analyses using Google Gemini 2.5 Flash. The model usually produces clear and helpful summaries, though like all AI, it can occasionally make mistakes. Summaries are intended to support recruiters, not replace human judgment.
The AI only analyzes the transcribed answers and does not have access to candidates’ personal information such as name, gender, or ethnicity unless the candidate mentions it. This helps reduce bias and ensures more objective evaluations.