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How does AI process unstructured email orders?
How email orders are processed
AI processes unstructured email orders by parsing the body text, attachments, and signatures, extracting customer identity, SKUs, quantities, and delivery dates. AI agents map free-text product names to ERP SKUs, validate against the customer-specific catalog, and post the order to the ERP. End-to-end processing runs under 60 seconds.
How AI processes email orders in depth
Key terms
- Email parser
- Module that reads body text and attachments together.
- Layout model
- Model that understands the spatial structure of an attached order.
- Master data match
- Confirming extracted entities against the ERP record.
- Confidence score
- How sure the agent is about each extracted value.
- ERP write-back
- Native commit of the resulting order.
Proof points
- Orders processed end-to-end in under 60 seconds (Go Autonomous benchmark).
- Danfoss processes orders in under 1 minute across 26 countries.
- Danfoss onboards new countries in 1 day instead of months.
- 30B+ B2B transactions executed across the Go Autonomous customer base.
Frequently asked questions
How long does deployment take?
First production flow ships in 6 to 12 weeks. Coverage scales to 80 percent autonomy within 6 to 9 months on disciplined deployments. New countries and channels add in days, not months.
How is the program measured day to day?
Three numbers carry the program: autonomy rate (share executed without human touch), first-time-right rate (share correct on the first pass), and cost per order. Cycle time and exception volume sit underneath.
Who owns it inside the organization?
Operations and IT co-own. The business case sits with the CFO, the architecture with the CIO, and the day-to-day outcomes with customer service and sales. The AI engineering is vendor responsibility, not a customer build.
How AI processes email orders in action.
Book a 30-minute demo and see how Autonomous Commerce executes B2B transactions in your stack.
How AI processes email orders in action.
Book a 30-minute demo and see how Autonomous Commerce executes B2B transactions in your stack.
