AI & Automation
What should I check first when a business automation stops working?
The short answer
Pause risky downstream actions, identify the last successful run, inspect the first failed step, and verify credentials, field mappings, limits, and source data. Fix and replay one test record before touching the backlog.
Contain the problem
If the automation can send messages, charge money, delete records, or create duplicates, pause it. Preserve error messages, run IDs, timestamps, sample input, and screenshots. Do not repeatedly click “replay all.”
Check in this order:
- Did the trigger occur?
- Did the automation receive the expected fields?
- Which exact step failed first?
- Did a password, token, permission, owner, or connected account change?
- Did the source rename a field or alter its format?
- Did the destination reach a usage, storage, or rate limit?
- Is the provider reporting an outage?
- Did a filter or date rule exclude the record correctly?
Repair with one known case
Create an invented test record that reproduces the failure. Change one thing, run it, and verify the destination rather than relying only on the automation log. If a payment or creation call may be retried, use the provider’s supported duplicate-protection method. Stripe’s idempotency guidance explains how the same operation can be retried without being performed twice (Stripe idempotent requests).
Reconcile the missed work
Find every record between the last success and repair. Divide them into completed, failed, ambiguous, and safe to replay. Manually inspect ambiguous cases. Tell affected people promptly if a delay or error matters to them.
After recovery, record root cause, impact, repair, backlog handling, and prevention. Add monitoring for a stale last-run time, growing error count, or missing daily total. Store service-account recovery details safely and use MFA. CISA recommends MFA as a basic protection for business accounts (CISA secure-business guidance).
Sources and further reading
A free next step
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Related WAHMN resource
If you want a broader, practical system for using AI in a small business while keeping human judgment in charge, AI Advantage takes the work further. See AI Advantage.
