Central European beauty brand. Cash-on-delivery confirmation in four languages, from four local numbers, with no office in any of them.
In Central Europe a beauty order is not a sale. It is a promise that someone will open their door, agree that the parcel is theirs, and hand a courier cash. Everything between the click and the doorstep is risk, and the only lever on it is a phone call that the customer actually answers.
“Where are you calling from? I thought this was the courier.”
Le défi
This brand sells skincare across Central and Southeastern Europe on cash on delivery, the payment method that still carries most of the region's direct-response commerce. Nothing is paid up front. The customer pays the courier in cash when the parcel arrives, which means the merchant funds the product, the picking and both legs of the shipping before a single euro comes back.
That makes the COD order confirmation call the only real control point in the business. It is the last moment where a wrong house number can be fixed, a duplicate order can be caught, or a customer who has changed their mind can say so before a parcel is on a van. Skip it and the parcel comes back as RTO, return to origin, and a failed delivery costs the outbound leg, the return leg and the handling with nothing sold at the end of it.
Doing it properly is the expensive part. Confirmation only works in the customer's own language, inside their own working hours, from a number they are willing to answer. Four markets means four languages, four time windows and four sets of local dialling. The conventional answer is a confirmation desk per country, or an outsourced centre that reads a script in an accent the customer does not trust.
And the dialling itself is where most of the money is lost before anyone says a word. A Czech customer who sees an unfamiliar foreign number treats it as a scam call and lets it ring out. The brand's own benchmark from manual confirmation sat around half of orders ever reaching a live person. Every order that never gets answered either ships unconfirmed or gets written off, and both options cost money.
Two numbers decide whether any of this works. Contact rate is the share of orders that reach a live customer at all, counted per order rather than per dial, because an order gets several attempts. Confirmation rate is the share of those conversations that end with the customer agreeing to take the parcel and pay the courier. Multiply them and you have the share of your order book that ships with a human yes behind it.
La solution
Four AI voice agents, four languages, and a number that belongs to the market it calls. A Czech freephone line, a Zagreb landline, a Hungarian freephone, and Slovak coming behind them. Each agent speaks only its own language, with its own voice, and dials only inside that country's sensible calling hours.
This is cash-on-delivery order confirmation run as software rather than as a call centre. No rota, no headcount per market, no shift that stops when the office closes.
The local number is the part that does the heavy lifting, and it is the part that is usually impossible. Buying a geographic Croatian or Hungarian line normally requires a registered local entity, a local address and a regulatory bundle per country. This brand has none of those and does not want them. We provision and hold the numbers, which means a merchant can sound local in a market before it has a lawyer there.
Orders arrive over Callsy's API and MCP server rather than a CSV. The brand's stack pushes an order the moment it is placed, and the agent calls with the order already in front of it: the items, the quantities, any promotional extra, the address as typed, the cash total. Nothing is read off a generic script, and the agent never asks for card or bank details, because on cash on delivery there is nothing to take.
The call is short and it is a checklist, not a pitch. Confirm who is speaking, confirm the items, read the whole address back including the postal code digit by digit, state the cash total, and ask the one question that matters: will you take the parcel and pay the courier. Average confirmed call runs just under two minutes.
Every conversation ends by writing a structured note back through the same interface. What the customer kept, what they dropped, whether the address changed and to what, and anything the human team needs to know. The brand's operations team can open any order and read exactly what was agreed, in the customer's own language, next to the recording and the transcript.
- A local number per market, provisioned without a local company, a local address or a local entity
- Four native-language agents. Czech, Croatian, Hungarian and Slovak, each with its own voice
- Orders in over the API and MCP server, outcomes back the same way. No spreadsheets, no re-keying
- Every call writes a structured note: items kept, items dropped, address corrections, cash total
- 3.2 automated attempts per order across the local calling window, with no one chasing a dial list
Les résultats
The number the brand cares about is not the conversation rate. It is the share of parcels that leave the warehouse already confirmed, to an address a human has read back out loud.
Au-delà des chiffres
A confirmation call is also the cheapest market research a cash-on-delivery business will ever run. Every conversation ends in a written note, and reading eight days of them tells you where the orders are actually breaking:
“Nearly two in five confirmed orders needed the address changed on the call. A street corrected, a house number that was missing, a postal code typed one digit out. In cash on delivery a wrong address is not a customer service issue, it is a failed delivery: a courier driving to nowhere and a parcel coming back as RTO at the merchant's cost, with both legs of the shipping already paid.”
“Promotional extras bundled into the order are the single biggest source of confusion. Customers hear an unfamiliar product name, assume they are being upsold, and start questioning the total. Naming the extra in plain language, and offering to drop it, holds the rest of the order together.”
“A shopper who clicks twice because the first confirmation page was slow generates two parcels and two courier runs. These only surface on a phone call, and only if the agent asks instead of reciting the total.”
“A measurable share of calls turn into a complaint about the last delivery. The courier left the parcel at a pickup point, or never came at all. Catching that on the confirmation call lets the brand flag the delivery before it repeats, instead of finding out through a refund.”
None of these show up in checkout analytics. They surface only when someone asks the customer out loud, which is the argument for making the confirmation call properly rather than treating it as a formality.
La suite
Romania is next, which turns the fulfilment market into a selling market, with two further countries behind it. Each one is the same pattern: a local number, a native-language agent, and the same order feed.
The brand's own model puts a manual version of this at roughly three confirmation agents per market, covering a local-language working day. Their estimate of the saving against that payroll is about seventy percent, before counting the parcels that never ship because someone cancelled on the phone.
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