Indian last-mile delivery startup Dispatch Network has raised ₹5 crore in a pre-seed funding round led by Antler India, with participation from angel investors Krishi Fagwani, Yashin Mahadevia and Parth Modwadhia. The company plans to use the capital to expand its artificial intelligence team and develop its logistics optimisation technology as it prepares to grow beyond its initial Pune operations.
Founded in 2026 by Rajit Arya and Navneeth Kannan, Dispatch is building a delivery network designed to improve how orders are allocated to riders across food delivery and quick-commerce platforms. Its approach focuses on reducing the time riders spend travelling without an order and improving the number of deliveries that can be completed during a working shift.
Funding to Support Logistics Technology
A major part of the funding will go toward developing the company’s proprietary Large Logistics Spatio-Temporal Model, or LLSTM. The system is intended to optimise order allocation and rider movement by considering the location and timing of deliveries across platforms.
Last-mile delivery companies often face a mismatch between order demand and rider availability. A rider may complete a delivery in one area while the next available order is located elsewhere, creating unproductive travel time. Dispatch aims to reduce these gaps by sequencing orders and matching riders with suitable next deliveries.
The company said its model has reduced empty miles by two-thirds and that riders earn approximately 55% more per month than the industry average. These figures are company-reported claims and have not been independently verified in the funding announcement.
Early Operating Activity in Pune
Dispatch said it has completed more than 100,000 deliveries since launching in Pune in June 2026, with monthly order volumes doubling. It works with major food delivery and quick-commerce platforms, including Zomato, Swiggy, Zepto, Instamart and BigBasket.
The startup’s model is built around coordinating delivery demand across multiple platforms rather than relying on a single ordering service. If it can make that coordination work reliably, it could help platforms improve fulfilment efficiency while giving riders more opportunities to complete paid deliveries.
Expansion Plans and Competitive Challenges
The company plans to expand into Mumbai in November. The move will test whether its operating model can work in a larger and more complex delivery market, where traffic conditions, delivery distances and order density can vary considerably across neighbourhoods.
Scaling the model will require Dispatch to maintain strong relationships with delivery platforms and a sufficient rider network. It will also need to ensure that its optimisation technology can respond to changing demand without creating longer delivery times or uneven rider workloads.
What the Funding Signals
The investment reflects continued interest in technology that improves the economics of India’s fast-growing delivery market. Rather than building another consumer-facing ordering application, Dispatch is targeting an operational problem shared by multiple platforms. Its next stage will depend on whether the company can translate its early Pune results into consistent performance across additional cities
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