AI solution design · Documents and workflows

Enquiry triage and drafting

Every email and web enquiry is read, categorised and answered with a draft reply, then passed to the right person for approval.

Talk about something like this

The situation

A shared mailbox and a web form receive sales and service enquiries. Somebody reads each one, works out who should answer it, looks up the customer and writes a first reply. Busy days mean slow replies, and the odd urgent message gets buried.

How it works

Step by step

  1. 1

    Read

    Each new message is read and given a category, an urgency and a short summary.

  2. 2

    Look up

    The customer and any open orders or tickets are found in your systems.

  3. 3

    Draft

    A reply is written in your usual tone, using the lookup and your standard answers.

  4. 4

    Route

    The draft goes to the right person with the summary. Urgent messages are flagged.

  5. 5

    Approve

    A person edits and sends. Over time, the simplest categories can be allowed to go out automatically, if you decide that.

What it is built from

Microsoft 365 mailbox and web form
Where the enquiries arrive
Azure OpenAI
Classifies, summarises and drafts
Semantic Kernel (.NET)
Co-ordinates the steps and the lookups
CRM or order system API
Customer and order details

Safeguards

  • Drafts need approval until you say otherwise
  • Sensitive categories, such as complaints and legal threats, always go to a person
  • Every step is logged, and a person can see why a message was categorised as it was
  • The agent can only read the systems you give it, and change nothing

What you end up with

  • Faster first replies
  • Urgent enquiries surfaced at the top
  • A log showing what was categorised, drafted and sent

Where to start

Run it in suggestion mode on one mailbox for a few weeks. You will see exactly how it behaves before it is allowed to send anything.

  • Azure OpenAI
  • Semantic Kernel
  • .NET
  • Microsoft 365
  • CRM API

Ready to talk?

Whether it is an AI idea, a project, extra people or a course, tell us what you are after and we will tell you honestly how we could help.

Discuss Your Project