Zomato: Building India's Hyperlocal Delivery Infrastructure
How Zomato built a real-time logistics system that coordinates 300,000 delivery partners across India's chaotic streets.
The challenge
Food delivery requires coordinating three parties simultaneously — restaurant, delivery partner, and customer — with time constraints measured in minutes. India's street addressing is inconsistent, GPS accuracy is poor in dense urban areas, and delivery partners often have low smartphone literacy. Building a system that worked reliably in these conditions required solving problems that Silicon Valley delivery apps never encountered.
The strategy
Zomato built their dispatch system — called Hyperpure — using a combination of ML-based ETA prediction, graph-based route optimization, and real-time reallocation when conditions change. The key insight was that Indian delivery required more human judgment than algorithm control — the system had to guide partners without replacing their local knowledge.
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Try the full case free →Key lessons (preview)
- Infrastructure built for the hardest market conditions creates sustainable competitive advantages.
- Algorithms must be designed with the literacy and device constraints of your actual users.
- Gamified incentives can align partner behavior without requiring perfect algorithmic control.