AI case study

DelhiveryAddress matching

Rate limits capped geocoding at 2,000 requests/min. A fine-tuned LLM now clears 8,000/min—cutting costs by 80%.

Published|4 months ago

The story

Context

One of India's largest logistics networks relies on a proprietary navigational stack to execute high-precision geocoding for pickups and deliveries nationwide.

Challenge

Third-party serverless models imposed rate limits of 2,000 requests per minute and incurred high costs that did not align with actual usage....

Solution
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Scope & timeline

  • Prototyping cycles reduced from 2 days to <6 hours

Quotes

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The company

Delhivery logo

Delhivery

delhivery.com

Third-party logistics provider for e-commerce, warehousing, and freight services.

IndustryTransportation & Logistics
LocationGurugram, HR, India
Employees10K-50K
Founded2011

The vendor

Amazon Web Services (AWS) logo

Amazon Web Services (AWS)

aws.amazon.com

Cloud computing platform and on-demand infrastructure services.

IndustryTechnology
LocationSeattle, WA, USA
Employees100K+
Founded2006

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