# How Draftwise uses Cohere

As published on [cohere.com](https://cohere.com/customer-stories/draftwise). Captured by usedby on 2026-10-02.

- Company: [Draftwise](https://www.usedby.ai/companies/draftwise.md)
- Tool: [Cohere](https://www.usedby.ai/tools/cohere.md)
- Industry: [Legal & Compliance](https://www.usedby.ai/companies/industry/legal-compliance-legaltech.md)
- Teams: Legal

## The use case: how Draftwise deploys Cohere

Draftwise built a retrieval-augmented generation system for its Smart Draft contract drafting product using Cohere's Command, Embed, and Rerank models. It lets lawyers semantically search past agreements and documents and generate contract text with cited sources.

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

> Since incorporating fine-tuned Cohere models into its solution, Draftwise’s internal benchmarks have shown a 30% improvement in search result quality.

- **threefold**: “a threefold increase in API calls made by Draftwise to models over just the first quarter of 2025”

> Cohere boosted search quality by 30%, giving lawyers the right proprietary data at their fingertips.
>
> James Ding, Co-Founder and CEO, Draftwise

Source: [cohere.com](https://cohere.com/customer-stories/draftwise), captured 2026-10-02.

## Other companies using Cohere

- [Atomicwork](https://www.usedby.ai/companies/atomicwork.md) — Confirmed
- [BambooHR](https://www.usedby.ai/companies/bamboohr.md) — Confirmed
- [CoreWeave](https://www.usedby.ai/companies/coreweave.md) — Confirmed
- [Fujitsu](https://www.usedby.ai/companies/fujitsu.md) — Confirmed
- [Notion](https://www.usedby.ai/companies/notion.md) — Confirmed
- [Oracle](https://www.usedby.ai/companies/oracle.md) — Confirmed

## What usedby checked

We compared the story with its live page on 2026-10-03.

- Checked: the passage quoted above is copied word for word from the page, near the name of Draftwise.
- Checked: Draftwise uses Cohere. Confirmed line. Latest check across sources: 2026-10-24.
- Not checked: the result itself. We quote it; we did not measure it.

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Source: https://www.usedby.ai/case-studies/how-draftwise-uses-cohere-f8d75ad5 · How we check: https://www.usedby.ai/methodology