Willow launches voice dictation platform that targets zero edit rate
The startup says its AI combines speech recognition and context awareness to deliver text ready to send without corrections.
By Ryan Merket · Published
Primary source: X
Why it matters
Zero edit rate reframes voice dictation performance around actual user effort, a metric that could reshape expectations for productivity‑focused AI tools.
In a two‑post thread on X on July 23rd, 2026, Willow (@WillowVoiceAI) announced a new voice dictation service that it measures by a "zero edit rate" – the proportion of transcriptions that can be sent as‑is, without any user edits.
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