Rate limits capped geocoding at 2,000 requests/min. A fine-tuned LLM now clears 8,000/min—cutting costs by 80%.
One of India's largest logistics networks relies on a proprietary navigational stack to execute high-precision geocoding for pickups and deliveries nationwide.
Third-party serverless models imposed rate limits of 2,000 requests per minute and incurred high costs that did not align with actual usage....
“Geocoding with minimal error radius is at the core of what we do. Our goal is to map locations precisely, so shipments reach the right place without delay.”
Third-party logistics provider for e-commerce, warehousing, and freight services.
Cloud computing platform and on-demand infrastructure services.
Delhivery's Address matching is part of this use case:
Related implementations across industries and use cases
Deciphering messy emails and handwritten PDFs took employees 7 minutes per order. Now, AI parses the unstructured data to build orders.
50 years of logistics wisdom sat locked in founders' heads. Devs now query that expertise via AI to build automated cost-saving tools.
Legacy Access and VB forms needed a year-long rewrite—budget and timeline ruled it out. An AI engineer rebuilt them cloud-native instead.
General-purpose LLMs scored below 52% on multilingual ecommerce tasks. Shopee's own 245B-parameter Compass now handles 340B tokens monthly.
Overtaxed servers left 13 legal models trailing as laws changed. AWS migration cut costs 40%, throughput up 170%, opened new markets.
Legacy Access and VB forms needed a year-long rewrite—budget and timeline ruled it out. An AI engineer rebuilt them cloud-native instead.
Three people, 700 drivers, no road data—just spreadsheets. When a DOT probe hit, they had nothing. Now AI coaches every driver individually.
Managing documentation across 65 sites bottlenecked a central team. Now, Claude synthesizes data and coaches local directors on compliance.
Engineers combed through 1,000-page packages to verify steel traceability codes. AI now extracts and matches them in minutes; they validate.
Rate limits capped geocoding at 2,000 requests/min. A fine-tuned LLM now clears 8,000/min—cutting costs by 80%.
One of India's largest logistics networks relies on a proprietary navigational stack to execute high-precision geocoding for pickups and deliveries nationwide.
Third-party serverless models imposed rate limits of 2,000 requests per minute and incurred high costs that did not align with actual usage....
“Geocoding with minimal error radius is at the core of what we do. Our goal is to map locations precisely, so shipments reach the right place without delay.”
Third-party logistics provider for e-commerce, warehousing, and freight services.
Cloud computing platform and on-demand infrastructure services.
Delhivery's Address matching is part of this use case:
Related implementations across industries and use cases
Deciphering messy emails and handwritten PDFs took employees 7 minutes per order. Now, AI parses the unstructured data to build orders.
50 years of logistics wisdom sat locked in founders' heads. Devs now query that expertise via AI to build automated cost-saving tools.
Legacy Access and VB forms needed a year-long rewrite—budget and timeline ruled it out. An AI engineer rebuilt them cloud-native instead.
General-purpose LLMs scored below 52% on multilingual ecommerce tasks. Shopee's own 245B-parameter Compass now handles 340B tokens monthly.
Overtaxed servers left 13 legal models trailing as laws changed. AWS migration cut costs 40%, throughput up 170%, opened new markets.
Legacy Access and VB forms needed a year-long rewrite—budget and timeline ruled it out. An AI engineer rebuilt them cloud-native instead.
Three people, 700 drivers, no road data—just spreadsheets. When a DOT probe hit, they had nothing. Now AI coaches every driver individually.
Managing documentation across 65 sites bottlenecked a central team. Now, Claude synthesizes data and coaches local directors on compliance.
Engineers combed through 1,000-page packages to verify steel traceability codes. AI now extracts and matches them in minutes; they validate.