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Agentic AI

AI Dispatch Agent Eliminates 30 Hours of Manual Coordination Per Week

LogiFirstLogistics & Supply ChainBengaluru, IndiaDelivered in 7 weeks3 engineers

The Challenge

LogiFirst's operations team was manually coordinating 80–120 daily deliveries across Bengaluru. Dispatchers spent 5+ hours per day on WhatsApp, calls, and spreadsheets. Missed ETAs and last-minute route changes were causing customer complaints and driver inefficiency.

Our Solution

We built a Dispatch Orchestration Agent that ingests daily order manifests, optimises multi-stop routes using the Google Maps API, auto-assigns drivers based on live location and capacity, sends WhatsApp notifications to drivers and customers via Twilio, and handles exceptions (delays, cancellations) by autonomously re-routing and notifying all parties. A lightweight ops dashboard gives managers live visibility without requiring intervention.

The Results

30 hrs

Saved in manual coordination per week

22%

Reduction in fuel costs via route optimisation

91%

On-time delivery rate (up from 71%)

Zero

Full-time dispatcher headcount needed

The dispatch agent does in seconds what took our team half a day. Our drivers love the clear instructions, our customers get accurate ETAs, and I don't get 40 WhatsApp messages before 9 AM anymore.

AS

Arjun Sharma

COO, LogiFirst

Tech Stack

Claude 3.5LangGraphGoogle Maps APITwilioFastAPIReactSupabase

Project Details

ClientLogiFirst
IndustryLogistics & Supply Chain
LocationBengaluru, India
Timeline7 weeks
Team3 engineers

Key Outcomes

  • 30 hrsSaved in manual coordination per week
  • 22%Reduction in fuel costs via route optimisation
  • 91%On-time delivery rate (up from 71%)
  • ZeroFull-time dispatcher headcount needed
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