Customer experience
What makes a better customer journey?
When businesses talk about improving customer experience with AI, the first idea is usually a chatbot. I would suggest starting somewhere else: making the systems behind the conversation work together. A helpful answer means little if the customer then has to repeat the request to another team before anything happens.
Pick one specific journey, such as a service enquiry or an order update. What information is needed, where does it sit and who can authorise the next action? Connecting the approved information gives an employee a clear starting point and removes unnecessary handovers.
Introduce AI where it improves that journey, with clear limits. It might summarise a customer's history or prepare a proposed response, while established rules and human approval govern consequential actions. Customers should always have a route to a person when their situation calls for judgement.
Measure the outcome from the customer's side: resolution time, repeat contacts, handover quality and satisfaction, alongside operating cost. At Aventine AI the goal is not another interface to manage. It is a service process that gets the customer to a dependable result with less effort.
Adapted from John Ishak's LinkedIn post of 14 August 2026. View original post
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