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AI agent for nonprofit program managers

Volunteer Burnout Early Warning Agent

Overloaded volunteers are noticed early and receive a caring check-in before they leave.

MonitoringRisk managementOperationsManagement
See how it worksGet access
Volunteer Burnout Early Warning Agent: what goes in, what the agent does and what you get

What it does

Your most reliable volunteer cancels twice, then stops coming, and you never saw it coming. This agent watches the signs each week. It looks at hours trends, late arrivals, declined shifts and survey comments for your core volunteers, and flags those trending toward overload, such as hours up 40% over their usual and two declined shifts. It drafts check-in options, like a thank-you note, a lighter schedule or a break offer. After a check-in, it logs the answer and tracks whether shifts and attendance improve. If they do not, it flags the person again with a different suggestion. You approve who gets contacted and how. Edge case: a drop in hours because of a known vacation is not flagged.

How it works

Follow the arrows from top to bottom. The orange dashed arrow is the loop: when a check fails, the agent goes back and tries again.

Start and resultWhat it doesA check on its own workWaits for your OKGoes back and retries
ApprovedYes, continueNo 1 STARTS WHEN Weekly Monday run 2 USES A TOOL Load shift, hours and survey data for corevolunteers 3 DOES Compare each person with their own 12 week norm 4 DOES Remove known absences and holidays 5 DOES Flag people with two or more warning signals 6 DOES Draft check-in options for each flagged person 7 YOU APPROVE Coordinator approves who is contacted and themessage 8 USES A TOOL Log replies and any shift changes 9 CHECKS THE RESULT After 3 weeks, have attendance and hours returned tonormal? If not: Draft a different support option and flag theperson again. Back to step 4. 10 RESULT Burnout watch log
Read the steps as a list
  1. Weekly Monday run
  2. Load shift, hours and survey data for core volunteers
  3. Compare each person with their own 12 week norm
  4. Remove known absences and holidays
  5. Flag people with two or more warning signals
  6. Draft check-in options for each flagged person
  7. Coordinator approves who is contacted and the messageThe agent waits here for your OK.
  8. Log replies and any shift changes
  9. After 3 weeks, have attendance and hours returned to normal?If not: Draft a different support option and flag the person again. Back to step 4.
  10. Burnout watch log

How it decides

It flags a volunteer when two or more signals appear together, such as hours up over 30% of their norm, declined shifts and negative comments.

  • Flag when 2 or more signals occur in 4 weeks
  • Compare each person with their own history
  • Ignore drops explained by a known break
  • Recheck at 3 weeks after contact

Make it yours

Every agent is a starting point. You choose these settings for your own situation.

  • Signals counted
  • Warning threshold (default 2 signals)
  • Follow-up period
  • Who counts as core

What keeps you in control

It always asks you first

  • Coordinator approves each person contacted and the wording

Hard limits

  • Never contact a volunteer itself
  • Never share personal comments outside the coordinator

It stops when

  • Done: flagged volunteers have a follow-up outcome
  • Stop: data covers fewer than 20 volunteers

Set it up

We guide you through the set-up, step by step

Members get the full set-up guide for this agent. No technical skills needed: you copy, paste and upload.

10 minto set it up in your AI
5 AIsChatGPT, Claude, Copilot, Gemini, Grok
  • One set of instructions to paste into your AI, with the clicks for ChatGPT, Claude, Microsoft 365 Copilot, Gemini and Grok
  • The agent then walks you through connecting your own data, one source at a time
  • A downloadable copy with the flow chart, the rules and the full guide
Get access to this agent

An example run

What happensThe agent flagged Tom, whose hours rose from 6 to 9 a week, who declined 2 shifts and wrote 'tired lately' in a survey. It drafted a thank-you note offering a lighter rota. The coordinator approved. Tom replied he wanted a month off. Three weeks later he was back at 4 hours, so the agent closed the case.

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