How to introduce AI agents into your business and measure their value

An AI agent can read an enquiry, look up service information, draft a reply and prepare a CRM entry. The business defines what it can access and which actions it can take.

Start with a recurring task that requires reading free text and checking several sources. A straightforward transfer from a contact form to a CRM usually needs a standard integration.

A customer asks for a website redesign and attaches a page list. The agent pulls out the request and contact details, prepares a summary and drafts questions about timing and scope. A manager checks the details and sends the reply.

Unclear requirements and individual prices go to a member of staff. They can pick up the enquiry with the context already in front of them.

Choose one channel and one task. Collect representative examples, remove unnecessary personal details and agree what a correct outcome looks like. Test routine enquiries and exceptions before connecting live traffic.

Start with draft replies and restricted access. Staff approve external messages, quotes and changes to orders. Keep an action log and a manual fallback.

Compare similar enquiries before and after the pilot. Track time to first response, staff time including review, the share of drafts that need significant changes and missed enquiries.

Include the cost of setup, model usage, maintenance and review. Expand when the time savings hold and customers receive accurate, useful answers.