Automation by department

Operations Automation with AI — what to automate

Operations is the team that keeps the business standing every day — and the team most squeezed by repetitive work: orders to process, deliveries to track, stock to update, communications with dozens of suppliers and customers. Here's what to automate.

Common challenges

Orders manually entered from email, phone, WhatsApp

Poor visibility into stock across warehouses

Repetitive supplier communications (status, delays, returns)

Weekly reports stitched manually from multiple sources

Exceptions (late delivery, stock-out) handled reactively, not proactively

What can be automated

Auto order processing

Order from email/WhatsApp/phone gets read with AI, mapped to SKUs, validated against stock, and entered into ERP. Operator confirms instead of typing.

Real-time inventory sync

All channels (store, marketplace, partners) see the same stock. No oversells, no order cancellations after the fact.

Supplier and customer bot

Order status, ETA, returns questions — answered automatically on WhatsApp/email. Only exceptions reach the operator.

Proactive exception alerts

System detects: delivery delayed > 24h, stock below minimum, supplier risk, unfulfilled order. Alert reaches owner before customer notices.

Automated document generation

Delivery notes, invoices, shipping reports, quotes — generated from data and sent automatically. No manual templating.

Cross-functional ops reporting

Daily dashboard: orders, conversions, stock, deliveries, cost per order. For ops manager + leadership.

Common tools

ERP (SAP, Oracle, NetSuite, custom)WMS (Warehouse Management Systems)Zapier, Make for simple flowsOpenAI / Claude for document AI and conversationCustom integration solutions

When to build custom

Build custom when you exceed 1000 orders/month, have multiple unsynced sales channels, or depend on industry-specific flows (maritime shipping, FMCG distribution, scheduled services). Standard ERPs don't always cover the nuance.

Frequently asked questions

How long does implementation take? +

For a specific process (e.g. email order processing), 3-6 weeks. For end-to-end integration (orders → stock → delivery → invoicing), 8-16 weeks.

Can I integrate with my legacy ERP? +

Yes. We work with ERPs from the early 2000s (SAP, custom systems). We use APIs where they exist, or RPA / authorized web scraping where they don't.

What's the risk if AI gets an order wrong? +

We set strict rules: orders above certain values, orders from new customers, orders for rare products → mandatory manual confirmation. Everything else flows automatically. Confidence threshold configured to your risk profile.

How does this work for warehouse staff? +

We build simple interfaces for them: order dashboard, pick list, phone scanning. They don't need to use the ERP directly if it's not friendly.

What's the ROI? +

Varies. Typical: for an ops manager with 500-1000 orders/month, 60-100 hours/month freed up. Automation cost recovers in 3-6 months.

Related case study /#/case/erp-furniture-wholesale →

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