Automation by department

Logistics Automation with AI

Logistics is one of the most complex operational departments: dozens of suppliers, hundreds of orders, thousands of stock movements per month. Every inefficiency shows up in cost per delivery. Here's what to automate.

Common challenges

Orders picked manually from ERP, no warehouse route optimization

Carrier communication via email and phone — no unified tracking

Shipping documents (CMR, AWB, BoL) processed manually

Poor visibility into real ETAs

Slow reconciliation between carrier invoices and actual deliveries

What can be automated

Warehouse pick-route optimization

Algorithm orders the pick list by physical optimal route. Operator walks less, picks more.

Unified tracking across all carriers

Regardless of carrier (DHL, FedEx, UPS, USPS, etc.), one dashboard with status, ETA, delay alerts.

Shipping document AI processing

CMR, AWB, BoL extracted by LLM, validated and reconciled with the order in ERP. No manual entry.

Auto customer communication

Proactive notifications: order confirmed, shipped, in transit, delivered. SMS, email, WhatsApp — in customer's language.

Carrier invoice reconciliation

Carrier invoice vs your actual deliveries: auto-matching by AWB, discrepancy flagging, overcharging alerts.

Live KPI reporting

Cost per delivery, on-time delivery rate, damage rate, revenue per cubic meter — real-time, not monthly.

Common tools

TMS: Routal, Shipsy, LogivationsWMS: Manhattan, Blue Yonder, LogiwaCarrier APIs: DHL, FedEx, UPS, USPS, GLSOpenAI / Claude for document AICustom orchestration solutions

When to build custom

Build custom if you have multiple warehouses, international shipping with customs, or hybrid business models (B2B + B2C + marketplace). For simple single-country e-commerce, off-the-shelf solutions work.

Frequently asked questions

How much do I save with logistics automation? +

Typical 15-25% on cost per delivery from: optimized routing, carrier reconciliation, damage prevention, fewer support tickets.

Can I integrate with my existing ERP? +

Yes. We work with SAP, Oracle, NetSuite, or custom ERPs. Data stays in your ERP; we add orchestration.

Do you work with regional carriers? +

Yes. Beyond global carriers (DHL, FedEx, UPS), we integrate quickly with regional ones based on your geography.

How long does implementation take? +

For one process (e.g. unified tracking), 4-6 weeks. For end-to-end orchestration, 12-20 weeks.

Cross-border shipping? +

Yes. Customs documents (export declaration, certificate of origin, packing list) are extractable with AI and transmittable electronically per regulatory requirements.

Related case study /#/case/maritime-bill-of-lading-reconciliation →

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