AI & Machine Learning · Order Routing

Route every order to the right warehouse the first time.

When an order hits your system, someone decides which warehouse ships it — usually based on habit, proximity, or whoever answered the phone. AI order routing makes that decision in real time, optimizing across inventory availability, shipping cost, delivery speed, and warehouse workload.

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The Problem

Order Routing by Habit, Not Optimization

Orders routed to the nearest warehouse regardless of stock levels, shipping cost, or workload
Split shipments because no one checked inventory across all locations before committing
Manual routing decisions that take 5–15 minutes per order and still pick the wrong warehouse 20% of the time
No visibility into the total cost of fulfillment until after the order ships
What We Deliver

Service Scope

01
Multi-Factor Routing Optimization

AI evaluates inventory availability, shipping cost, delivery SLA, warehouse workload, and carrier rates simultaneously for every order. The routing decision balances all factors — not just the one the CSR happened to check.

02
Real-Time Inventory Visibility

Live inventory state across all warehouses and fulfillment locations. Routing decisions use current stock, not batch-updated counts that were accurate 4 hours ago.

03
Split Shipment Avoidance

The model identifies when a single-source fulfillment is possible and routes accordingly. When splits are unavoidable, it optimizes the split to minimize total cost and maximize delivery consistency.

04
Carrier Rate Optimization

Integrate carrier rate tables and real-time quotes into routing decisions. The model factors in negotiated rates, dimensional weight, zone pricing, and delivery speed requirements.

05
Business Rule Enforcement

Hard constraints for customer-specific routing (dedicated warehouse assignments, territory restrictions, hazmat handling requirements) are enforced before optimization runs. Rules override the model when required.

06
ERP & WMS Integration

Routing decisions push directly to your ERP and WMS for pick/pack/ship execution. No manual order re-entry or warehouse assignment after the routing decision is made.

How We Work

Engagement Process

01
Fulfillment Network Assessment

Map your warehouse network, carrier relationships, inventory distribution, and current routing logic. Quantify the cost of suboptimal routing — excess shipping, split shipments, and delivery misses.

02
Optimization Model Design

Define the objective function (minimize cost, maximize speed, balance workload) and constraint set (inventory, carrier, customer rules). Design the routing algorithm architecture.

03
Historical Analysis & Training

Train the model on historical order and shipment data. Benchmark AI-optimized routing against actual historical routing decisions to quantify improvement potential.

04
System Integration

Connect to your ERP order management, WMS, and carrier/TMS systems. Routing decisions fire at order entry and push fulfillment instructions downstream in real time.

05
Production & Tuning

Deploy with fulfillment cost dashboards, on-time delivery tracking, and continuous optimization. Retune as warehouse capacity, carrier rates, and inventory distribution change.

Common Questions

Frequently Asked Questions

Work with Metrotechs

Every engagement starts with an assessment.

Not a proposal. Not a sales call. We tell you what we find, not what you want to hear. The Launchpad assessment maps your operation before any software work begins.

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