An engineer call that did not need an engineer

iNN-Genius is an AI-supported call handling system, currently working in structured pilot inside our own operation and handling real dispense faults from start to finish. This is one of those calls.

It is a pilot test call, and it is worth being straight about what was arranged and what was not. The fault was chosen in advance and the caller is from our own team. The system's side was not arranged at all. It was told nothing about the fault, given no script, and had no more to work with than it has on any call. It answers as Holly.

Two moments are worth listening for. The call opens with a request to book an engineer, and no engineer is needed by the end of it. And partway through, the caller does not understand the answer and says so, which is not what a rehearsed call sounds like. What comes back is a piece of trade equipment explained to someone who has never heard of it.

The fault is an everyday one, a creamer plate left out after a line clean. It runs at its real speed, including the moments where Holly is working something out, because that is what a caller actually hears.

Holly's words are exactly as recorded, with only the opening greeting trimmed. Captions are on screen throughout. The images are illustrative.

Why it matters commercially

• Fewer call-outs. A visit avoided is cost removed from the operation, not deferred.
• Faster service. An outlet walked through a fix is pouring again within the hour, not waiting for a van.
• Consistency. The same standard on the thousandth call as on the first, at any hour, on any day.
• Engineers arrive briefed. When a visit is needed, the engineer already knows what was checked and found.

People stay in the loop

This system exists to support people, not to replace them. Complex calls, commercial judgement and anything involving safety sit with our team. That balance is deliberate, and it is why the customer experience improves rather than suffers.