Yes, from a set menu. When the business has written which retention offers apply to which customers and reasons, an agent can make one such offer to a customer who says they are leaving, state exactly what happens when the discount ends, and accept the answer. Bespoke deals, offers beyond the matrix and high-value accounts go to a person.
What conditions decide it?
The customer has signalled they are leaving. Offering discounts to customers who only asked a question trains everyone to threaten to leave.
A matrix decides the offer. Which offer, for which segment, for which reason, for how long. The retention offer matrix is a ready-made format.
One offer, then respect the answer. A retention offer that becomes a negotiation, or a loop that blocks cancellation, turns into a barrier. If the customer says no, the agent proceeds with the cancellation.
The end of the offer is stated. "5 off a month for 12 months, after which your price returns to 35" is complete. "5 off a month" is a promise the customer will remember differently.
No offers to customers in difficulty. A customer leaving because they cannot pay needs a conversation about support, not a sales pitch.
What may the agent offer, and what stays with a person?
| Situation | The agent | A person |
|---|---|---|
| Customer leaving on price, offer on matrix | Makes the offer once, with end terms | Samples |
| Customer declines | Proceeds with cancellation | None |
| Customer wants more than the matrix offers | Explains it is the best available through this route; offers a person | Decides |
| High-value or business account | Records the intent to leave | Account owner handles |
| Customer leaving because of a fault or complaint | Logs the complaint and fixes what it can | Decides on retention |
| Customer in financial difficulty | Offers support options, no sales | Handles |
Why is consistency across channels important?
Because customers compare. If the agent offers less than the phone team, customers learn to call. If it offers more, the phone team is undercut and margins leak. The matrix should be the same for every channel, and the agent's offers should be checked against it. Keeping an agent's answers in line with written rules is covered in how to keep an AI support agent's answers consistent with policy.
What does this look like in practice?
Take a broadband provider. A customer at the end of their contract writes that a competitor is cheaper and they want to leave.
The agent checks the matrix: out-of-contract customers leaving on price may be offered 5 off a month for 12 months on a new 12-month term. It makes the offer, stating the new monthly price, the term, the exit fee if they leave early, and the price after the discount ends. The customer asks for 10 off. The agent says 5 is the offer available through this route and offers to pass the request to the retention team. The customer accepts the 5. The agent applies it and sends the terms in writing. Every figure in the message comes from the matrix and the price list, not from the conversation.
Which controls make it safe?
- The matrix held in the policy library, read at the moment of the offer.
- A cap of one offer per conversation, with no escalating counter-offers.
- End-of-offer terms required in every offer message.
- Offers blocked for flagged vulnerability or financial difficulty.
- Replies checked for promises outside the matrix, such as "we'll keep this price for you", as described in how to check support replies for promises the business cannot keep.
The broader method for stopping an agent from over-promising is in how to stop a support agent from making promises it cannot keep, and the overall approach in the guide to AI customer support agents.
Questions people ask
Is it fair to offer leaving customers a better deal than loyal ones?
It is a commercial choice with conduct implications, and regulators in some sectors look closely at it. The agent applies whatever the business decides; it should not invent offers.
Can the agent offer a free month instead of a discount?
If the matrix includes it. The form of the offer is part of the rule.
Should the agent tell the customer it is offering a retention deal?
It should be clear and specific about what the offer is and its terms. There is no need for sales language.