The Inbox Is A Workflow
Most inbox automation fails because teams treat email as writing. Email is really routing: who needs to know, what needs a reply, what needs a record, and what can be archived.
AI helps most when it handles the routing and draft prep, then asks for review where judgment is needed.
Start With Triage
Label messages by type: sales, support, invoice, hiring, partner, low priority, and personal review. Add a confidence score so uncertain messages do not disappear.
Then route by rule. The assistant should not improvise ownership. It should follow the team’s operating map.
Drafts Before Sends
For replies, start with drafts only. The assistant can pull context, propose a response, and attach the source material it used.
Auto-send should be reserved for narrow, low-risk confirmations where the wording and conditions are stable.
What To Measure
Measure time to first response, number of messages routed correctly, number of drafts accepted with minor edits, and the number of risky messages caught before sending.
A good inbox assistant should make the inbox calmer. If it creates more checking work, narrow the scope.
Frequently Asked Questions
Only for narrow, low-risk cases. For most business email, start with draft-and-approve.
Triage and routing. Sorting the inbox correctly creates immediate leverage without risking outbound mistakes.
Give it approved examples, tone rules, and clear limits. Review drafts until the pattern is stable.