The goal was not to replace agents fully but to equip existing English-speaking teams to handle queries in multiple languages without delays or the need to onboard native-speaking agents as customer acquisition grew in Germany, Spain, the Netherlands, and Norway.
Customers expected fast answers in their native language, while the company wanted to avoid slow ticket routing, inconsistent quality across regions, and high staffing costs. The solution needed to be accurate and easy to integrate into the existing support stack.