Autumn

Every week, Autumn posts a team summary in Slack and suggests questions for your next 1:1 meetings, all drawn from how your team already works instead of from survey answers.

Autumn is an AI burnout prevention tool that analyzes team communication and suggests actions for managers.

It connects to the tools your team already uses and looks for patterns that tend to come before burnout: more meetings, fewer 1:1s, and a rise in weekend messages.

Skipping surveys is the main reason to consider it.

Surveys ask people to report how they feel, often late.

Autumn reads signals in day-to-day activity and turns them into something a manager can act on, such as a specific question to raise with a direct report.

Because the summaries land in Slack, you do not need another dashboard open.

The tool sits between AI mental health and productivity software.

It fits team leads and people ops who want early warnings without adding a questionnaire to everyone's week.

Since Autumn analyzes communication patterns, expect to think about how your team feels about that kind of monitoring.