Performance Review Drafter
Drafts performance review narratives from artifacts (PRs, tickets, doc edits, peer notes) for manager review.
PerformanceDocument AI
Performance Review Drafter
Polished agent demo — preview
Agent running
Agent thinking
- 1Reading inputs and pulling relevant context across systems…
- 2Building a plan: 4 steps, 2 tools, 1 human approval gate.
- 3Executing steps with progress streaming back to the user.
- 4Decision made. Drafting summary and queuing for review.
This demo is a polished preview. Book a build to see the production version.
The problem
Managers spend nights writing reviews from scratch. Reviews end up shallow or anchored to recent events.
What the agent does
- Pulls evidence across the year from work systems with employee consent
- Drafts a balanced narrative tied to competencies and outcomes
- Highlights gaps in evidence so managers can fill them in
Business value
Cuts manager review-writing time by 70% with higher-quality, evidence-anchored narratives.
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