How Draftwise uses Cohere
Draftwise uses Cohere's Command, Embed, and Rerank models to build a retrieval-augmented generation system behind its Smart Draft contract drafting product. The system lets lawyers search past agreements and documents by meaning and generate contract text with cited sources.
View captured proofThe 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.
Figures in the source
Figures published in Cohere’s case study. They are not independently measured by usedby.
a threefold increase in API calls made by Draftwise to models over just the first quarter of 2025
In the customer’s words
Cohere boosted search quality by 30%, giving lawyers the right proprietary data at their fingertips.Other companies using Cohere
Customers across industries, with public evidence.
AtomicworkConfirmed
BambooHRConfirmed
CoreWeaveConfirmed
FujitsuConfirmed
NotionConfirmed
OracleConfirmedGo straight to the source
Based on Cohere’s published case study. We check the public evidence; the results are reported by the vendor.
cohere.com- Last checked
- Oct 3, 2026
Open source capture What the story claims, and what we checked
What we compared with the page.
- The passage quoted aboveChecked
Copied word for word from the page, near the name of Draftwise.
- Draftwise uses CohereChecked
Confirmed line.
- The result itselfNot checked
We quote it; we did not measure it.
Since incorporating fine-tuned Cohere models into its solution, Draftwise’s internal benchmarks have shown a 30% improvement in search result quality.