Productivity In Development ~95% Complete

Toko

Privacy-first voice dictation for macOS.

Overview

What this file is about.

Toko provides fast, accurate voice-to-text without sending audio to the cloud. Using WhisperKit for on-device transcription, it delivers professional-grade dictation with complete privacy—ideal for legal, medical, and security-conscious professionals.

The problem

The friction before the build.

Cloud dictation services send sensitive audio to external servers, require internet connectivity, introduce latency and reliability concerns, and may retain or analyze recordings.

The solution

What changed.

  • On-Device Transcription — WhisperKit (CoreML) processes audio locally
  • Global Hotkey — Press and speak from any application
  • Grammar Correction — Automatic cleanup of dictation artifacts
  • Transcription History — Searchable archive with favorites
  • Clipboard Integration — Results ready to paste immediately
  • Multi-Microphone Support — Select from available audio inputs

Market opportunity

  • Voice recognition market exceeds $12B
  • Legal, medical, and enterprise segments have strict privacy requirements
  • On-device AI now viable on consumer hardware

Traction

  • Full application implemented (2,700+ lines of Swift)
  • MVVM architecture with clean separation
  • Ready for final build and testing

Business model

One-time purchase for privacy-conscious professionals. No subscription, no cloud costs, no data collection.

Interested in Toko?

Let’s discuss how this kind of system could work for your business.