Autonomous Order Fulfillment Agent
LogiFlow
Multi-agent system that cut order processing time by 65% with autonomous fulfillment workflows.
Overview
Project Overview
LogiFlow manages fulfillment operations for a network of 12 warehouses processing 80,000+ orders daily. Manual order routing, inventory verification, and exception handling created bottlenecks that capped throughput and drove up error rates.
Agiliztech deployed a multi-agent system that autonomously manages order routing, real-time inventory checks, carrier selection, and fulfillment workflows — reducing order processing time by 65% while achieving 99.7% accuracy.
Industry
Logistics & Fulfillment
Timeline
14 weeks
Tech Stack
The Challenge
What problems needed solving?
Manual Order Routing
Warehouse managers manually assigned orders to fulfillment lanes based on experience, resulting in suboptimal routing and frequent warehouse-to-warehouse transfers.
Inventory Synchronization Lag
Stock levels updated every 15 minutes, causing 8% of orders to be routed to locations with insufficient inventory — triggering costly backorders.
Exception Handling Bottleneck
12% of orders required manual intervention for address validation, payment issues, or special handling — each taking 15-20 minutes to resolve.
Carrier Selection Inefficiency
Shipping method selection relied on static rules that didn't account for real-time carrier capacity, pricing fluctuations, or delivery promise optimization.
The Solution
How Agiliztech delivered results
Intelligent Order Routing Agent
Built an agent that evaluates inventory levels, warehouse proximity, carrier availability, and delivery SLA to route each order to the optimal fulfillment location in real time.
Real-Time Inventory Mesh
Created a sub-second inventory synchronization layer across all 12 warehouses, eliminating stock-level lag and reducing misrouted orders to near zero.
Autonomous Exception Handler
Deployed an AI agent that auto-resolves common exceptions — address corrections, payment retries, and substitution suggestions — without human intervention.
Dynamic Carrier Optimization
Implemented a carrier selection agent that evaluates real-time rates, capacity, and delivery performance to select the best shipping option for each order.
The Benefits
Measurable business impact
65%
Processing Speed
Reduction in average order processing time — from 45 minutes to under 16 minutes.
99.7%
Order Accuracy
Fulfillment accuracy rate, virtually eliminating mis-ships and wrong-item errors.
3.2x
Throughput
Increase in daily orders processed without adding warehouse staff or infrastructure.
23%
Shipping Costs
Reduction in per-order shipping costs through dynamic carrier optimization.
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