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Automated email triage not working? Troubleshooting guide

Short answer

When automated email triage fails, check in this order: the DNS or platform configuration is published and resolves; the sending system is actually using it; the domain in headers aligns with what you published; and the receiver's verdict in Authentication-Results or bounce messages.

Symptoms#

  • Messages landing in spam despite previously good placement
  • Bounces mentioning policy, authentication, or reputation
  • Provider dashboards showing a drop in reputation or authentication pass rate

Diagnosis steps#

  1. Confirm the configuration is live: query DNS from an external resolver and check the sending platform's settings page.
  2. Send to a seed mailbox and read the full headers, especially Authentication-Results.
  3. Compare the domains in From, Return-Path, and DKIM d= for alignment.
  4. Check provider dashboards (Google Postmaster Tools, Microsoft SNDS) for reputation and error rates.
  5. Review recent changes: new vendors, DNS edits, list imports, volume spikes.

Likely causes#

  • Filters that hide important mail from unknown senders (new clients).
  • No review loop for misclassified messages.

Fix and re-verify#

  1. Classify by action needed: reply, read, schedule, approve, ignore.
  2. Route newsletters and notifications out of the primary view.
  3. Flag messages from key contacts and threads you started.
  4. Generate a summary for long threads so triage is possible without opening them.

Frequently asked questions#

How does AI triage decide what is important?

Signals include sender relationship, whether you are in To or CC, question marks and deadlines in the body, and thread history.

Keep reading on Automated triage