RepeatFlow
Cases/On-device AI

Dictation where the audio never leaves the machine

Desktop dictation that runs speech-to-text entirely on the local machine, built for languages the mainstream tools serve badly.

RepeatWhisperRepeatWhisper
THE PROBLEM

How it looked before

Voice dictation for smaller languages is poorly served by mainstream tools, and many organisations can't send audio containing client or patient information to third-party cloud services.

WHAT WE BUILT

The solution

  • Desktop dictation application running speech-to-text on the local machine
  • MLX-Whisper for transcription, local language models for processing
  • No audio leaves the device at any point
WORTH KNOWING

This is the answer to the data residency objection. When data can't leave the country or go to a third party, this is a working example of AI deployed entirely on-premise.

Outcome
No audio ever leaves the device
Stack
MLX-Whisper · Ollama · native macOS

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