Start with the shared inbox bottleneck
If several people watch the same inbox, a message can receive two replies or none. The first improvement is a clear owner and status for each conversation. A workflow can identify the relevant team, create a task and preserve the link to the email thread.
Useful categories might include new enquiries, existing-client requests, supplier documents and complaints. Define them using examples from your business. A message that fits several categories should go to review, especially where it contains both a routine request and a dispute.
AI email classification and response drafts
AI can suggest a category, extract a reference and prepare a summary of what the sender is asking. It can also draft an answer using approved information. The reviewer should have the source message and any supporting record available, so the draft is easy to check.
Keep the first pilot in draft mode. Measure incorrect routing, missing context and changes reviewers make before considering automatic replies. Acknowledgements with fixed wording may be appropriate for automation sooner than answers involving prices, refunds or commercial commitments.
Keep customer context attached
A reply should reflect the conversation, not just the latest sentence. Match the message to the correct contact and preserve thread references. Where several customers share a domain or an assistant writes on someone else’s behalf, avoid assuming identity from a company name alone.
An unavailable customer record should produce a review item rather than a guessed response. If a client has already resolved the issue in another channel, the system needs a reliable status update before sending another follow-up. The inbox should reflect the agreed source of truth.
Prevent loops and repeated messages
Automatic replies can trigger other automatic replies. Exclude delivery reports and recognised automated messages where appropriate, and limit repeated acknowledgements within the same conversation. Store which action has already happened so that retries do not send a second copy.
Treat instructions inside incoming messages as customer content, not permission to change the workflow’s rules. Requests to disclose other client information, change payment details or ignore approval requirements should remain outside the workflow’s authority. These boundaries are part of making an inbox assistant useful in everyday operation.
Separate service email from marketing
This page focuses on handling incoming operational messages and agreed service follow-ups. Marketing campaigns have a different audience, purpose and permission process. They should be scoped separately rather than enabled as a side effect of connecting an inbox.
For a pilot, select one inbox and a small set of categories. Track time to an assigned owner, first response time, draft acceptance and routing corrections. Email automation is working when the team can answer reliably with less sorting, not merely when more messages are sent.
A workflow to discuss
Illustrative steps to adapt to your systems and approval requirements.
- Receive a message and preserve the conversation.
- Suggest a category and match the relevant record.
- Assign an owner and prepare an evidence-based draft.
- Approve the reply and record the action to prevent duplicates.
Common questions
Can AI answer every customer email?
Some routine answers can be automated within a clearly defined scope, but complex requests and uncertain information need review. Begin with categorisation and drafts. Establish which topics can receive fixed acknowledgements and which require an owner, then measure accuracy before expanding automatic responses.
Will it work with Microsoft 365 or Gmail?
The proposed workflow needs checking against your actual mailbox setup, administrator permissions and available integration methods. Shared mailboxes, attachments and sending as another address can require different access. Confirm those details before choosing a tool or promising a specific action.
How do we prevent replies being sent twice?
The workflow should record the message and action it has processed, then check that record before retrying. Thread handling and out-of-office messages also need testing. Include duplicated messages, failed connections and two team members acting at once in the acceptance checks.
Start with one process
Bring the task your team keeps repeating, the tools you use and a few examples with sensitive information removed. Discuss where automation could help and how to assess the result.
Talk to David