Autonomous Merchant Assistance Arrives on WhatsApp
Food delivery platform Delivery Hero has deployed a partner-facing agentic AI assistant across more than 40,000 restaurants and local retail shops in global markets. The software operates directly within WhatsApp, enabling store owners to manage daily operations through text messages, voice recordings, and photos.
Rather than functioning strictly as a passive chat interface, the system processes commercial data to generate customized growth plans. When permitted by the merchant, the algorithm proactively monitors localized demand patterns and competitor activity to recommend actionable operational adjustments.
Automating Frontline Retail Workflows
Once a business owner authorizes a suggestion, the assistant executes the required changes without manual intervention. The operational workflow encompasses several core commercial tasks:
- Identifying low-performing dish descriptions and updating item text or visual assets to stimulate sales.
- Designing targeted neighborhood advertising campaigns and configuring automated discount schedules.
- Analyzing customer feedback, extracting operational trends, and drafting responses to online reviews.
- Compiling regular business performance digests that highlight inventory and revenue bottlenecks.
«The assistant is different because it does not only provide advice, but can act on behalf of business owners after they approve a recommendation,» stated Johannes Bruder, Chief Product Officer at Delivery Hero. He noted that integrating the tool into existing messaging applications eliminates technical friction for merchants managing tight operational schedules.
The Shift From Internal Efficiency to Frontline Autonomy
Initial commercial results indicate substantial business impact. Merchants participating in early rollouts across Delivery Hero's Glovo platform recorded a 15% increase in orders within months of implementing recommended promotional actions. The system continuously refines its future outputs by analyzing rejected proposals, aligning recommendations with each vendor's preferences over time.
This merchant assistant builds upon Delivery Hero's internal engineering agent, Herogen, which generates software code equivalent to the annual output of 130 full-time developers. By transitioning agentic software from internal backend infrastructure to frontline retail partners, the company is demonstrating that autonomous systems deliver their primary economic value through authorized execution in daily commercial environments.