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Evaluating an inbox-triage workflow for an agency

Inbox triage should help the right person see a message. Begin with that practical goal before adding generated replies or automatic actions.

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If a new website inquiry gets buried among existing-customer messages, start by defining who should receive it. A separate form destination or a simple rule may be enough.

AI-assisted inbox triage is worth evaluating when the messages need interpretation, but the original message and a person who owns the next step should remain easy to find.

Start with categories people understand

Define categories that change the next action, such as a new website inquiry, an existing customer request or an internal message. Assign an owner and an expected handoff for each. Keep an unclassified queue for ambiguous messages.

Rules based on a known form or destination address may be enough. AI classification is worth testing only when those rules cannot reasonably handle the task.

Preserve the original message

A suggested summary should link back to the source. Do not discard an email because a model labeled it irrelevant. Do not automatically send a reply based on a guessed intent. A staff member should review customer-facing wording and recipients.

Limit connected access to what the workflow needs. Use the agency's approved tools and handling requirements for customer information.

Test misclassification

Use permitted examples that resemble one another but need different responses. Include attachments, forwarded threads and messages with no clear request. Check whether a person can correct the classification and find what was previously assigned.

Measure the complete workload

Count review and correction time along with any faster sorting. Verify that important messages still reach their owner.

For a website inquiry, reliable form delivery and a clear office handoff may solve the problem before inbox automation is needed. See our lead-routing guide.

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