GrainODM Logo
AI Innovation of the Year Winner

Knowledge Hub

Discover insights, case studies, and technical articles about AI-powered grain analysis. Learn from real success stories and industry expertise.

19 articles found

Featured Article

Case StudiesFeatured

How AI Cut Allive's Hemp Seed Inspection From 30 Minutes to Seconds

Allive, one of Europe's leading industrial hemp producers, ran a 6-month AI inspection pilot with GrainODM. Sample checks that used to take 10 to 30 minutes (and up to 2 hours for green hull sorting) now finish in seconds. Here is what the lab floor and the C-suite each gained.

Ramunas Berkmanas
4/20/2026
8 min
Read full article
How AI Cut Allive's Hemp Seed Inspection From 30 Minutes to Seconds

All Articles

EN 15587 Besatz in Wheat: Complete Technical & Operational Guide
Guides

EN 15587 Besatz in Wheat: Complete Technical & Operational Guide

Master EN 15587:2018 Besatz determination for wheat, durum, rye, and feed barley. Learn fraction definitions, lab procedures, EU limits, and automated visual inspection.

Ramunas Berkmanas
4/22/2026
12 min
Read more
Hemp Seed Quality Inspection: Standards, Impurities & AI Detection
Glossary

Hemp Seed Quality Inspection: Standards, Impurities & AI Detection

A reference overview of hemp seed purity testing: 30+ impurity classes, EU/US/Canada/Japan export standards, manual vs AI methods, and what hemp-specific detection really requires. Built from a 6-month pilot with Europe's leading hemp producer.

Ramunas Berkmanas
4/22/2026
14 min
Read more
How AI Cut Allive's Hemp Seed Inspection From 30 Minutes to Seconds
Case Studies

How AI Cut Allive's Hemp Seed Inspection From 30 Minutes to Seconds

Allive, one of Europe's leading industrial hemp producers, ran a 6-month AI inspection pilot with GrainODM. Sample checks that used to take 10 to 30 minutes (and up to 2 hours for green hull sorting) now finish in seconds. Here is what the lab floor and the C-suite each gained.

Ramunas Berkmanas
4/20/2026
8 min
Read more
Ergot Alkaloids in Grain: Regulations, Risks, and How to Detect Them at Intake
News

Ergot Alkaloids in Grain: Regulations, Risks, and How to Detect Them at Intake

Ergot alkaloids in grain have become a primary financial risk for elevators, millers, and exporters. With EU limits set to be halved by 2028 and real recalls already hitting European markets, accurate intake detection is no longer optional.

Ramunas Berkmanas
3/9/2026
4 min
Read more
AI vs. 5 Lab Technicians: What We Found After 4 Months and 600+ Wheat Tests
Case Studies

AI vs. 5 Lab Technicians: What We Found After 4 Months and 600+ Wheat Tests

Five grain experts and one AI system spent four months grading the same wheat loads, one batch at a time. This case study presents what we learned when we finally put all of those decisions side by side.

Ramunas Berkmanas
2/26/2026
8 min
Read more
Ragweed (Ambrosia) Contamination in Grain Trade: How One Seed Can Cost Millions
News

Ragweed (Ambrosia) Contamination in Grain Trade: How One Seed Can Cost Millions

Ragweed contamination in grain isn't a minor quality issue-it's a shipment-stopping phytosanitary risk. The Egypt 2016 case shows how one seed can cost millions in demurrage, re-cleaning, and lost contracts.

Ramunas Berkmanas
2/4/2026
12 min
Read more