Reading Purchase Orders With AI: A Practical Pilot Plan

AI & Automation17 June 20266 min readBy Synvora Team

Emailed POs are still how many trade customers order. AI can turn them into draft sales orders, if you pilot it properly.

Plenty of trade customers will never use a portal. They email a PDF purchase order, and someone in your office types it into the ERP. This is one of the clearest, lowest-risk places to use AI today.

What the AI does

  • Reads the PDF or spreadsheet attached to the email.
  • Matches each line to your products and that customer’s pricing.
  • Drafts the sales order and flags anything it isn’t sure about.

A four-week pilot

Week 1: collect a sample of real POs from your top customers. Week 2: run them through read-only and compare the drafts with what your team keyed. Week 3: tune product matching for the lines it got wrong. Week 4: let the team approve drafts instead of typing them.

Nothing reaches the ERP until a person approves it.

What to measure

Track how many lines are matched correctly first time and how long approval takes compared with keying. Those two numbers tell you whether to roll it out.

Key takeaways

  • Emailed POs are a low-risk first AI use case.
  • Pilot read-only on real documents.
  • Keep a person approving every draft.
Written by the Synvora Team

We build warehouse, ordering and delivery software for Australian businesses, and write about what we see working on real floors and real runs.

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