Applied AI in practice · 2026
PromptPal Transcribe
A focused transcription tool that turns spoken work into usable written material.
active
Why it existed
Many meetings, interviews, and voice notes contain useful information, but manually turning them into written notes is slow. The harder problem was that some of these recordings could contain client-sensitive data, so we could not simply use a commercial cloud transcription tool.
The friction it answered
Most transcription tools send audio to cloud servers. That is fine for general use, but not for sensitive project discussions. The tool needed to be simple enough for managers to use, while keeping the audio processing local.
What was built
A transcription tool in the PromptPal family, built to run in the browser. It uses NVIDIA Parakeet so audio can be processed without a cloud transcription server. The tool also supports the steps after transcription: timestamps, speaker labels, cleanup, summary, extraction, and turning the transcript into useful notes.
What it left behind
This made one lesson clearer: "AI" is as broad a word as "transportation". A bicycle and a rocket are both transportation, but you would not reach for a rocket to solve a bicycle-sized problem. PromptPal Transcribe deliberately uses smaller local models, WebGPU, and client-only browser technology. The right answer here was not a larger model in the cloud, but a lighter one running closer to the user and the data.