Turn a handwritten note into an order ready for approval
Sales Administration
Enjeux
Orders used to arrive as scanned paper notes, free-form emails, spreadsheets, and sometimes even photos or forwarded WhatsApp screenshots. Each one had to be read and then manually re-entered before entering the workflow.
Workflow
Scanned note, email, photo → AI Extraction → Draft for review → Human validation → Preparation → Invoicing
STack
No items found.
CE qu'on a mise en place
We built a platform that processes orders from end to end—from the moment they arrive, in any format, to the final accounting invoice.
A single multimodal call reads everything that comes in : PDFs, spreadsheets, photos of handwritten notes, and screenshots. Handwriting recognition is handled by the model itself, without the need for a third-party OCR engine.
It reconstructs the order : it identifies the customer from the content even when the email has been forwarded, matches informal product descriptions to the catalog, interprets relative dates—like "Friday" or "before Easter"—and reorders pages of a form that were scanned out of sequence.
The customer's history acts as a tie-breaker, never as the source. When multiple products could fit a description like "vanilla," it selects the one the customer usually orders and notes the reason in the line item comment. It never adds a product that wasn't requested.
Each line item carries a confidence score. A "usual order" becomes a flagged item for the preparer, not an assumption.
Nothing enters the workflow without human oversight. Every extracted order is reviewed and must be approved; anything that isn't an order is automatically discarded.
Once validated, the order flows through to workshop preparation, delivery notes, and the invoice, which is pushed as a draft into the accounting system.
Impact
You no longer enter orders; you simply review them.
The messiest channels—screenshots, photos, shuffled pages—are no longer manual edge cases.
Catalog matching and historical analysis eliminate the risk of incorrect products or quantities at the source.
Invoices are automatically sent as drafts to your accounting system, with no manual data entry required.
Human oversight is maintained: no order is processed without approval.
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