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The Route Optimization Agent That Cuts Delivery Costs

'5 High-ROI Agentic AI Case Studies for FMCG'
10 February 2026 by
Noveracion Global
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The Challenge: An FMCG distributor's delivery trucks were making inefficient routes—wasting fuel, time, and driver hours. Manual route planning couldn't account for traffic, delivery windows, truck capacity, and priority customers simultaneously.

The AI Solution: An AI agent optimizes delivery routes in real-time every day—considering traffic patterns, delivery time windows, product priorities, truck capacity, and fuel costs. It dynamically adjusts routes during the day if delays occur or urgent orders come in. Every truck takes the smartest path possible.

The Results & ROI:

  • Immediate benefit: More deliveries per truck, per day, with less fuel

  • Short-term ROI: Potentially reduce delivery costs by 20-35% and increase daily delivery capacity

  • Why zero risk: Drivers follow optimized routes; same trucks, same team, better results

Why This Beats Competition: Your competitor's truck sits in traffic making 12 deliveries a day. Your optimized truck avoids congestion and makes 17 deliveries. Same hours, same fuel budget, 40% more productive.

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