# How RADPAIR uses Fireworks AI

**2-5 seconds**: “Reduced from 15-20 seconds → 2-5 seconds”

As published on [fireworks.ai](https://fireworks.ai/customers/radpair-radiology-ai-transcription), November 2025. Captured by usedby on 2026-11-06.

- Company: [RADPAIR](https://www.usedby.ai/companies/radpair.md)
- Tool: [Fireworks AI](https://www.usedby.ai/tools/fireworks-ai.md)

## The use case: how RADPAIR deploys Fireworks AI

RADPAIR runs its fine-tuned radiology speech-to-text model on Fireworks AI's infrastructure to provide real-time dictation transcription for radiologists. RADPAIR handles downstream report population and orchestration on top of the transcripts.

Summary written by usedby from the source page, in English. The figures are those of Fireworks AI and RADPAIR, not ours.

> Report turnaround: Reduced from 15-20 seconds → 2-5 seconds, meeting clinical Service Level Agreement (SLA) requirements

- **~25%**: “Early data suggests ~25% reduction in time per case”
- **12%**: “12% fewer reporting errors”
- **1,000+**: “Supports 1,000+ concurrent users”

> Fireworks has been an exceptional partner in this mission—not only hosting RADPAIR’s advanced speech engine, but also powering our proprietary models with unmatched performance, scalability, and reliability.
>
> Avez Rizvi, CEO and Co-Founder, RADPAIR

Source: [fireworks.ai](https://fireworks.ai/customers/radpair-radiology-ai-transcription), captured 2026-11-06.

## Other companies using Fireworks AI

- [Cursor](https://www.usedby.ai/companies/cursor.md) — Confirmed
- [Genspark](https://www.usedby.ai/companies/genspark.md) — Confirmed
- [Gumloop](https://www.usedby.ai/companies/gumloop.md) — Confirmed
- [Innovative Solutions](https://www.usedby.ai/companies/innovative-solutions.md) — Confirmed
- [Notion](https://www.usedby.ai/companies/notion.md) — Confirmed
- [Paper Instruments](https://www.usedby.ai/companies/paper-instruments.md) — Confirmed

## What usedby checked

We compared the story with its live page on 2026-11-06.

- Checked: the figure 2-5 seconds is printed word for word on the page, near the name of RADPAIR.
- Checked: the passage quoted above is copied word for word from the page, near the name of RADPAIR.
- Checked: the publication date is read from the page’s own metadata, never guessed.
- Checked: RADPAIR uses Fireworks AI. Confirmed line. Latest check across sources: 2026-11-06.
- Not checked: the result itself. We quote it; we did not measure it.

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Source: https://www.usedby.ai/case-studies/radpair-fireworks-ai · How we check: https://www.usedby.ai/methodology