
What happened
Willow Care Inc., maker of the AI dictation app Willow Voice, picked CoreWeave Inc. for its forward-deployed support rather than compute alone, per co-founder and CTO Lawrence Liu.
Why it matters
For a startup fine-tuning its own speech recognition model on real-world audio, that support means it can focus on eval alignment instead of infrastructure, Liu said.
WHO IT HITSStartups building AI applications — especially small teams that fine-tune their own speech or language models — can treat infrastructure management as something to hand off to a vendor, freeing engineers to work on model quality.
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The choice says as much about what Willow is not doing as what CoreWeave provides. Willow fine-tunes its own speech recognition model on quiet, real-world audio such as a user whispering in a coffee shop, and Liu described the post-processing step — a very small large language model that reformats what you say into what you would have written — as the main part of the company's 'secret sauce.' That is where the team's effort goes, which is why handing off the training stack matters.
The workload itself is shifting. Liu noted that most of Willow's work focuses on training, but inference is growing faster as dictation demand climbs — a shift that aligns with CoreWeave's broader inference push. The keyboard-free ambition Liu described for within two years follows from the same bet: that speech, cleaned up by a compact language model, becomes a practical alternative to typing.
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