United StatesEducation2026 – ongoingUniversity of Washington
Purple assistant for faculty research and technical work
A Washington professor made Purple a regular research assistant but found one editing task took more work
Problem
A chemical engineering professor limited his use of commercial AI because of concerns about research-data handling. That restriction prevented him from providing useful context.
Approach
David Bergsman used the university's Purple assistant to summarize papers and develop research ideas. He also used it for technical questions and coding. Purple kept submitted data within the university's Azure environment and excluded it from public-model training.
Results
No published figures
Takeaway
The professor found conversational support useful, but revising an AI-shortened proposal required more work than editing the original.
Categories
- Size
- Large enterprise
- Industry
- Education
- Business function
- IT and R&DInternal work and knowledge management
- Innovation type
- Process innovation
- AI technology
- Generative AI
- Adoption
- Off-the-shelf tool or platform
- Evidence
- Company's own claim
Sources
Source summaries
The university interviewed Bergsman about routine Purple use and data protection. He described useful research support and an unsuccessful proposal-shortening task, without quantified time savings.
Full details are in the original sources.