The shift from AI tools to AI agents — and what changes for retail marketers

Voyado expands Bonnie, its AI agent for retail, with new capabilities for audience segmentation and campaign localization.

Retail starts from zero every day. Revenue isn't carried over. Customer relationships have to be earned again, continuously. The decisions behind that – who to reach, with what message, in which market – happen hundreds of times a day across marketing and CRM teams.

Most of those teams already have AI. But turning ideas into something targeted, localized, and ready to send still requires a lot of manual steps. The work didn't go away. It just moved.

When AI starts taking action

The first generation of AI tools made teams faster. The next step is making them more autonomous — AI that understands your customers, your brand, and your markets, and can turn that into action.

"Until now, people have adapted to software," says Felix Kruth, Voyado's Chief Product Officer. "Marketers learned segmentation logic, workflow rules, and system constraints – because that was the price of getting work done. The shift we're seeing now is that AI is changing the interface of work, and the systems should understand the marketer, not the other way around."

New capabilities

Today, Voyado is expanding Bonnie, its AI agent for retail, with two new capabilities: audience segmentation and campaign localization.

Audience segmentation

Translating a campaign objective into segmentation logic typically requires platform expertise and manual configuration. With Bonnie, teams describe the audience they want in natural language. Bonnie generates the logic, refines it through conversation, and validates it before anything goes live.

• Describe target audiences in natural language
• Generate segmentation logic automatically from a marketing brief
• Refine and update audiences through conversation
• Validate audience definitions before activation
• Reduce reliance on technical or data-model expertise

Campaign localization

For teams running campaigns across markets, localization is usually slow and manual. Bonnie handles it directly inside the campaign workflow, applying the right tone of voice per market, following brand guidelines, and protecting terms that should never be translated. Teams can refine the output through conversation, without switching tools or duplicating work.

• Generate localized campaign content directly within the Design Studio
• Apply market-specific tone of voice automatically
• Follow brand guidelines and translation rules during localization
• Protect words and phrases that should never be translated
• Refine localized content through conversation
• Scale campaigns across markets without duplicating workflows

Why context changes everything

Both capabilities reflect the same idea: AI is most useful in retail when it understands your business, not just your instructions.

Retail teams make hundreds of judgment calls every day. The question is no longer whether AI can help, but whether it knows your business well enough to be genuinely trusted with it.

"You don't hand your most important decisions to something you don't trust. Trust comes from context – an agent that knows your customers, your brand, your markets. When that foundation is there, AI stops being a tool you manage and becomes something you can genuinely rely on to handle what matters most," says Felix Kruth.

Both capabilities are available now as part of Voyado for customer engagement.