Autumn AI
Autumn AI: Detect & Prevent Team Burnout with AI
Autumn uses AI to analyze team communication patterns and flag early burnout signals, delivering actionable insights straight to Slack.
Overview
Autumn is a proactive burnout-prevention platform built for modern teams who want to skip the tedious survey cycle. Instead of relying on self-reported check-ins, Autumn plugs directly into the tools your team already uses—like Slack—and applies AI-driven pattern recognition to spot early warning signs of burnout, such as spikes in meeting load, dwindling 1:1 frequency, or a rise in weekend messaging. This data-first approach gives managers a real-time pulse on team health without adding extra friction to anyone's workday.
Beyond detection, Autumn translates its findings into practical, actionable steps. Managers receive tailored 1:1 question prompts designed to open meaningful conversations before problems escalate, plus weekly team summaries delivered right in Slack to keep well-being top of mind. The result is a lightweight, always-on system that helps leaders catch burnout risks early and strengthen team connection—turning passive data into proactive care.
Note: Autumn has since been acquired by Qualtrics, and the standalone product is no longer actively available for new sign-ups as of March 2023. However, its approach to AI-driven, survey-free burnout detection remains a useful case study for teams evaluating similar well-being tools.
Capabilities & Features
- Burnout prevention
- Employee well-being
- Team management
- AI-powered insights
- Slack integration
- Team health
- Workplace wellness
Core Features
- AI-powered burnout detection from communication patterns
- Tailored 1:1 question prompts for managers
- Weekly team well-being summaries delivered via Slack
- Seamless integration with existing communication tools
- Survey-free, passive monitoring approach
Use Cases
- Spotting early burnout risk before it impacts performance
- Strengthening manager-employee relationships through guided 1:1s
- Monitoring overall team health without adding survey fatigue
- Giving HR teams data-backed insights into organizational well-being
- Helping distributed or remote teams maintain connection
Best For
- Team leads
- People managers
- HR professionals
- Remote and hybrid organizations
- Companies prioritizing employee well-being
Pros
- •Eliminates the need for time-consuming burnout surveys
- •Passive, integration-based monitoring requires minimal setup
- •Delivers actionable prompts, not just raw data
- •Fits naturally into existing Slack workflows
- •Focuses on proactive prevention rather than reactive fixes
Cons
- •No longer available as a standalone product following Qualtrics acquisition
- •Relies heavily on communication metadata, which may not capture all burnout contributors
- •Limited integration scope beyond tools like Slack
- •Effectiveness depends on team's existing tool adoption
How to Use
1. Connect Autumn to your existing workplace tools, such as Slack. 2. Let the AI passively analyze communication patterns—meeting frequency, 1:1 cadence, weekend activity, and more. 3. Review weekly team insight summaries posted directly in Slack. 4. Use the tailored 1:1 question prompts provided before each one-on-one to guide meaningful conversations. 5. Act on flagged risk signals to adjust workloads or check in with affected team members.
Frequently Asked Questions
Connect & Contact
Pricing
No pricing plans are currently listed, as Autumn has been acquired by Qualtrics and is no longer offered as an independent product.
Pricing data is provided as a summary. Visit the vendor website for full tier details.