The bottleneck
A shared team mailbox fills up fast: more than a hundred emails a day, from urgent complaints to routine questions, all jumbled together. One message sometimes holds three questions at once, for three different colleagues. Someone picks up a thread, another starts on the same one, and half of it sits there because no one has the overview. And whoever does reply often misses the context: what was agreed earlier, which promises are still open?
How AI solves it
- Read and classify: an email arrives, the platform reads it, identifies the customer and the topic, and files it in the right category. Urgent matters get flagged, routine questions get answered straight away.
- Split compound emails: if a message holds more than one question, AI splits it into separate tickets, each with its own status.
- Ask for missing info: if something is missing to answer the question, the platform asks for it itself before anyone even picks up the email.
- Route to the right person: each question goes to whoever should handle it, with the full history attached. Every prior conversation, decision and promise is one click away.
Under the hood, that memory leans on semantic search: not matching exact words, but meaning, so the right earlier emails and agreements surface even when they're phrased differently. How you get from an overflowing inbox to calm is the subject of our blog post on smart inbox automation.
Systems involved
- Your mail environment and shared inbox as source and destination
- Your CRM, to link emails to the right customer and history
- AI models that read, classify, split and draft replies
- RAG to base replies on your own customer records and agreements
- Semantic search to pull the right history for each question
What it delivers
- Every email handled within minutes, nothing falls through the cracks
- Inbox zero, with the memory of every customer relationship attached
- No more double work, each question with the right person
- Replies with context, no more "what did we agree on again?"
- Your team keeps time free for the work that actually matters
Once an email has been split into concrete tasks or questions, you want to put an assignee and a deadline on each piece and let the follow-up run automatically. How to set that as a rhythm is covered in Automate tasks and planning.
Related services
- AI: the models that read, classify and draft replies.
- Custom apps: the shared inbox that splits, routes and keeps the history.
Related terms
- RAG: lets the AI answer from your own records and agreements instead of guessing.
- Semantic search: pulling the right earlier emails and agreements by meaning, not exact words.
