Mid-Command Language Switching Broke Our Voice Pipeline: Here Is What We Changed

A user dictates: "Vytvoř tabulku clients with columns name, email and datum schůzky." That single sentence contains Czech, English, and a mix of both. Our speech-to-text model did not know what hit it. We build Voice Tables, an AI workspace you control with your voice. You describe what you need: a CRM, a project tracker, an inventory, and it builds the tables, docs, and data for you. The pipeline is straightforward: microphone > Whisper transcription > LLM function calling > structured output.