AI case study

WillowVoice dictation

Self-hosting caused weekly outages and lag. Moving to Groq ended downtime and cut response times by 500ms, regardless of prompt length.

Published|5 months ago

Key results

Faster Responses
300-500ms

Result highlights

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The story

Context

A voice productivity platform enabling users to dictate emails, Slack messages, and meeting summaries through real-time speech-to-text processing.

Challenge

Self-hosting models on public GPUs resulted in weekly outages that forced the team to frequently notify users of server downtime. Latency increased...

Solution
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Scope & timeline

  • 3 weeks from signing to production launch

Quotes

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The company

AI-powered voice dictation software for Mac, Windows, and iOS.

IndustrySoftware & Platforms
LocationSan Francisco, CA, USA
Employees1-10
Founded2023

The AI provider

LPU hardware and cloud platform for high-speed AI inference.

IndustryTechnology
LocationMountain View, CA, USA
Employees251-1K
Founded2016

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