A customer calls in September and says your voice agent promised her free shipping back in June. She doesn't remember the date, only that it was a Tuesday, and she has no case number. The question isn't whether she's right. The question is whether anyone at your company can find out today.
On 9 September, Customer Experience Magazine covered new research from the communications vendor 8×8, conducted among IT leaders in the UK, the US, France, Australia and Ireland. The finding worth stopping at isn't that somebody gets the blame. It's who: the CIO was named more often than any other function as the person who answers when an AI agent gets something wrong with a customer. Customer service leadership was named by 16 percent, legal or compliance by 6 percent. The respondents are IT leaders themselves, which is worth keeping in mind as you read that number.
The pattern the research describes stands on its own, though: accountability has landed in one place and visibility stayed in another. The person who has to explain what went wrong usually cannot see what the agent did. More than half of organisations also report that they are already running agents nobody formally approved.
That you own what your agent says is already settled. What isn't settled, in most places, is how you find out what it said. Here are six steps. None of them requires a new platform.
Step 1: Find out where the call was actually stored
The usual assumption is that the record sits in the CRM, because that is where the customer's history lives otherwise. It rarely does. The research says it plainly: when an AI agent handles a customer interaction, the record lives in the communications platform – down with the telephony, not in the layers above it.
Make it concrete. Take one real call from last week and write down three names: who holds the audio, who holds the transcript, who holds the log of what the agent actually did along the way. For many organisations that is three different vendors. For some, the third does not exist at all.
Do the numbers in the same pass. Every phone number the business owns, and who answers each one. An old sales number somebody wired an agent to last spring is easy to overlook – and it tends to be exactly the call that turns up in a complaint.
Step 2: Decide what one complete record contains
Four parts. Most people agree on the first three:
- The audio.
- The transcript.
- What the agent did – lookups, bookings, text messages, handovers, with timestamps.
- What the agent had been told to do that day.
The fourth is missing almost everywhere, and it is the one that settles disputes. A transcript tells you what was said. It does not tell you why. If you changed the shipping rules in July, the June call was governed by a configuration you no longer have – and then you cannot say whether the agent followed instructions or invented something.
The remedy is cheap: stamp every call with the version of the configuration that was in force, and keep the versions. It is the same discipline as any other production release, and it only gets introduced if somebody decides on it before it is needed.
