AI Inbox Triage for Business

What AI inbox triage is

Inbox triage is the process of reading incoming emails, deciding what they are, how urgent they are, who should handle them, and what to do next. AI inbox triage automates the classification and routing step. The system reads each email, assigns it a category, scores urgency, assigns it to the right owner, and drafts a reply — all before a human looks at it.

Where it helps most

• Shared inboxes with high daily volume where emails get buried or missed
• Sales teams managing enquiries, quotes, and follow-ups alongside other messages
• Support teams triaging customer issues across mixed channels
• Operations teams handling supplier, client, and internal requests in one inbox
• Any inbox where the cost of missing an email is high

What it should not automate immediately

AI triage drafts and routes — it should not auto-send replies to customers without review at the start. High-risk emails — complaints, legal notices, large customer accounts — should always pass through a human review queue. As accuracy improves, the approval requirement can be relaxed for low-risk reply types.

How email classification works

• The system reads subject line, body, sender, and recent thread context
• Each email is assigned a category — enquiry, complaint, invoice, support request, supplier update
• Urgency is scored based on rules you define: sender tier, keywords, deadlines, value
• The email is routed to the right person or queue with classification attached

Draft replies

For routine emails — acknowledgements, standard queries, information requests — the system generates a draft reply based on your templates and past responses. The assigned person reviews and approves before it is sent. Over time, low-risk reply types may be automated if accuracy, approval rules, and business risk allow it.

Human approval

Every action the system takes is logged. Draft replies sit in a review queue until approved. High-urgency escalations go directly to the relevant person with context attached. The system does not make decisions — it prepares options and surfaces what needs attention so your team acts on the right things.

Cost expectations

Inbox triage is one workflow within the Private AI Operations System, which starts from £10,000 for setup and £2,000 per month for support. This covers the full operations system — triage, follow-up automation, status tracking, and management briefings — not just inbox triage in isolation.