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How to Automate Order Entry from Email, WhatsApp and Voice Messages

B2Bee Team
August 14, 2026
6 min read

A distributor rarely gets to choose the format an order arrives in. Automating entry means handling email, WhatsApp, a PDF and a voice note as equally valid inputs, not building for one and hoping the rest go away.

Ask a distributor which format their orders arrive in and the honest answer is usually "most of them." A restaurant manager texts a photo of a handwritten list. A retailer emails a spreadsheet. A kiosk owner sends a voice note between customers. Picking one channel to automate and leaving the rest manual just moves the retyping problem instead of solving it.

What has to happen to each format

FormatWhat it needs firstThen
Email, free textParsing into line itemsMatching to catalog, then validation
PDF attachmentText extractionMatching to catalog, then validation
SpreadsheetColumn mapping to your item codesValidation
Photo of a handwritten listReading, with uncertain items flaggedMatching, then validation
Voice messageTranscriptionMatching to catalog, then validation

The formats look different on the way in, but they converge on the same three steps: turn it into text if it isn't already, match that text to a customer and a catalog, then validate against price, stock and eligibility before it's submitted. Order desk automation is the name for that whole pipeline, regardless of which format triggered it.

Where a person still has to decide

The point of automating entry isn't to remove judgment from the process. It's to remove the retyping so the judgment calls are the only thing left for a person to do.

Why the channel and the automation are separate decisions

It's worth keeping two questions apart: which channel should a customer be allowed to order on, and what happens to that order once it arrives. WhatsApp ordering is a channel decision. Order desk automation is what happens after, on any channel. An AI ordering agent like NORA by B2Bee sits closer to the channel side, proactively reaching a customer on WhatsApp or another channel with a pre-filled proposal; order desk automation is what handles whatever comes back, or whatever arrives unprompted by email or PDF instead.

Frequently asked questions

What happens when the AI is not sure what the customer meant?

The line item is flagged for a person to confirm before the order is submitted, rather than guessed at. Confidence thresholds for when that happens are set during setup.

Do we need one system per channel, or does one setup cover all formats?

One setup covers all the formats above; the channel and the parsing step are handled by the same underlying pipeline.

Can this work alongside our existing WhatsApp ordering process?

Yes, order desk automation processes what arrives regardless of channel, so an existing WhatsApp flow feeds into the same pipeline as email or PDF orders.

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See it work on your actual order formats

Bring a real email, PDF or voice note and see what the pipeline does with it.