EUDR Document Drafting

The EUDR due-diligence document is drafted by a language model from the farm’s parcels, records and the grower’s answers to a short questionnaire. The output is a list of sections with headings and body text, rendered to PDF.

How It’s Applied

Parcels and their dates come straight from the record. No model touches them. The grower’s answers and the farm details are screened, then sent to the language model. It returns the sections with their headings. The assembled document is rendered to PDF.

Rule	Detail
Geolocation	Parcel coordinates and dates are written from the record directly. No model touches them.
Prompt	Forbids invented certifications, figures or legal claims, and requires assumptions to be flagged in the text.
Inputs	The grower’s answers pass a prompt screen. Farm metadata is sanitised.
Availability	If the language model is unavailable, no document is produced. You never get a document with the drafted sections missing.

Overview

Crop Development

Field Conditions

Disease & Pest Risk

Language & Vision Models

EUDR Document Drafting

How It’s Applied

​How It’s Applied

How It’s Applied