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"Are You Sure This Is AI?" Customers Feel Like Talking to Humans (When It's Actually an AI Agent)

Overview

Papaya is a well-established footwear brand with over 60 physical stores and a growing eCommerce presence. The company has always placed a strong emphasis on quality—not just in its products, but also in the service experience it delivers to customers.

As online demand grew and customer expectations shifted toward instant responses, the team began to feel the pressure. What once worked operationally was no longer enough to keep up with the pace of incoming inquiries.

"We emphasize quality in our shoes—and we felt the need to give that same level of service after the sale."

The Challenge

"If you don't reply instantly, they send a question mark. But I have 300 more customers waiting."

Customer service at Papaya was highly manual. Different channels were handled separately, and with a small team in place, response times started to suffer—especially during peak hours in the evenings and weekends.

Customers expected immediate replies. If they didn't get one, they would follow up within minutes, creating constant pressure on the team.

Hiring more agents wasn't a real solution. It meant more cost, more management, and more operational complexity—without guaranteeing better service.

The Solution

"With you, it was fast. You surprised me—let's do it quickly."

Papaya implemented an AI agent designed to handle customer inquiries across channels while maintaining a natural, human-like conversation.

From the beginning, the goal wasn't just automation. It was about preserving the quality of the service while dramatically improving speed and availability.

The implementation was fast and collaborative, allowing the team to go live quickly and iterate in real time.

The AI was trained to handle repetitive questions, guide customers through common scenarios, and escalate only when necessary.

Key Benefits

  • Key Benefits: The most surprising outcome wasn't just the speed—it was how customers experienced the interaction. Even when clearly told they were speaking to a bot, many still felt like they were talking to a real person. The conversations were natural, helpful, and detailed enough to build trust. "Even though it says it's a bot, people think they're talking to a real person." Internally, the shift was just as meaningful. The team was no longer overwhelmed by repetitive questions and constant pressure to respond instantly. Instead, they could focus on the conversations that actually required human judgment and care.

Impact

"Between 200–400 out of 1,000 inquiries close without a human."

A significant portion of inquiries is now resolved automatically, allowing Papaya to handle higher volumes without increasing headcount.

Beyond the numbers, the day-to-day experience for employees improved. The constant load of incoming messages was reduced, and the team gained breathing room.

There was even initial concern that the AI might replace roles.

"People in the service team asked me—when will the bot replace us?"

In reality, it became a support layer—handling what doesn't require a human and allowing the team to focus where they add the most value.

Conclusion

"It's really a revolution… I see it happening more and more."

Papaya didn't just improve response times—it changed how customer service operates.

Customers now receive fast, high-quality answers at any hour, often without realizing they're speaking to AI. At the same time, the internal team works with less pressure and more focus.

"Are You Sure This Is AI?" Customers Feel Like Talking to Humans (When It's Actually an AI Agent) | Adelante CX Case Studies | Adelante CX