aiofthe.day

Prepare performance reviews from your existing notes in minutes

GeminiVendor case studyMar 2026

Docusign managers use NotebookLM in Google Workspace with Gemini to query their existing notes on each team member and build a performance review report, part of a company-wide Gemini rollout.

What they did

Managers load the notes they already keep on each person into NotebookLM and ask it questions to assemble a review report. The company also uses NotebookLM and Gemini-based chat to support employees with new policies, and keeps a list of best-practice Gemini answers to check prompt quality.

What happened

The company says review preparation dropped from four to five hours per person to under 30 minutes, about a 90% reduction.

Keep in mind

The output is only as good as the manager's own notes, and the article does not describe checks for bias or accuracy. A planned HR agent for new-hire questions was not yet live.

Try it with your agent

Using only my notes in <notes folder for team member> and their goals in <goals doc> for <review period>, draft a performance review: key contributions with dates, strengths, areas to grow, and suggested goals for next period. Mark every point with the note it came from, and list topics where I have too little evidence to judge.

Replace the <angle brackets> with your own details.