A shared inbox is where response-time promises fall apart. Everything arrives mixed together, urgent emails hide among routine ones, and whoever is busiest does the worst job of sorting. That’s why triage is the usual first agent, and why it’s the worked example on the Kick-starter page: the actions are limited, it’s easy to measure, and the relief is immediate.

The build at a glance
Best first candidate whenA shared inbox sets your response times
Human gateAll substantive replies; low-confidence to a person
Surfaces immediatelyUrgent-regulatory and distressed-client buckets
Measured byTime-to-acknowledge; misroute rate
Typical shapeThe Kick-starter worked example

Building categories from real email

The categories have to match the email you really get, not the email you’d like to get. Build them from a fortnight of real traffic, and let the low-confidence queue take the unclear cases instead of forcing a wrong guess.

The honest acknowledgement

A holding reply that arrives in two minutes and states your real response time does more for a client than a fake “personal” reply or a real one three days later. It’s the cheapest part of the build and the part clients notice first.

Drafted replies

Drafting is the second win. For requests whose answers already sit in your systems, the owner opens a prepared reply with the details filled in and approves it in seconds. The triage pattern and the first-agent playbook cover the governance around it.