economics Practical Magic

The whole point of 'cloud kitchens' is mixing and matching food from different brands, but it makes your delivery about 48% more likely to be late.

March 25, 2026

Original Paper

Partial Information in Fork-join Operations: Evidence from Multi-brand Cloud Kitchens

Neha Sharma, Maya Ganesh, Debjit Roy

SSRN · 6336718

The Takeaway

Operational data reveals a massive 'synchronization penalty' when different brand stations in the same building try to coordinate a single order. Even when platforms offer pre-set 'combos' to simplify things, the lack of information sharing between chefs makes these orders significantly slower and lower-quality than single-brand orders.

From the abstract

Multi-brand cloud kitchens offer variety by co-locating multiple restaurant brands, allowing customers to order across brands in a single order. To simplify ordering, platforms also offer pre-designed dish combinations, created by listing one brand's dish on another brand's menu. Using 6.24 million orders from a multi-brand operator in Asia (68 kitchens), we document a significant operational penalty: multi-brand orders are 48% more likely to be late than single-brand orders and receive lower ra