Seed Quality Control

Seed cascade control - real-time AI inspection

Seed Quality Control at Production Scale

Real-Time Cascade Control

100% inspection of every seed in free-fall — detecting cracks, discoloration, foreign matter, size variance, and abnormalities in milliseconds as seeds cascade through the vision system. Replace manual grading with AI-powered classification and increase accuracy, speed, and consistency across every batch.

Faster throughput vs manual: 300%; Faster throughput vs manual
Detection accuracy: 99.8%; Detection accuracy
Labor cost reduction: −40%; Labor cost reduction
Deployment time: 1 day; Deployment time

Book a free demo See pricing

The Challenge of Seed Grading

Manual seed inspection is labor-intensive, subjective, and doesn’t scale. Here’s what you’re dealing with:

01
Visual Fatigue
Manual graders make errors after 4–6 hours. Quality drifts, inconsistency rises, and defects slip through.
02
Batch Bottleneck
A single grader inspects ~120–180 seeds/hour. Doubling throughput means doubling headcount — and training delays.
03
Labor Economics
Rising wages + turnover + training costs make manual grading unsustainable for seed producers competing on margin.
04
Subjectivity
Different graders grade differently. Breeding programs and customer specs demand reproducible, measurable standards.
05
Germination Unknown
Manual inspection can’t predict viable seeds. Only destructive testing or time reveals germination rates — both costly.
06
Contamination Risk
Foreign matter, broken seeds, and disease signs are easily missed at scale. Recalls and reputation damage follow.

Logirobotix Seed Control: Four Core Capabilities

AI-powered inspection that runs 24/7, catches everything manual eyes miss, and pays for itself in months.

Detection
Defect Detection
Identifies cracks, discoloration, shrivel, fungal spots, and mechanical damage in real time. Catches defects at 0.5mm — faster than any human eye.
- Crack & break detection
- Color anomalies (disease, immature)
- Surface damage & shriveling
- Foreign matter (stones, stems)
Grading
Uniformity Grading
Classifies seeds by size, shape, and density with precision. Ensures batch homogeneity for breeding trials and consistent customer shipments.
- Dimensional measurement (±0.1mm)
- Shape uniformity scoring
- Size-based sorting (multi-grade)
- Density assessment via imaging
Viability
Viability Prediction
AI model predicts germination likelihood before planting. Trained on historical data (visual features + germination test outcomes), reduces waste and optimizes breeding selection.
- Non-destructive viability scoring
- Pre-planting confidence ranking
- Germinability correlation
- Model training on your data
Quality
Contamination & Safety
Detects and separates foreign seeds, debris, pathogens, and GMO traces (where relevant). Ensures compliance and protects crop integrity.
- Foreign seed detection
- Debris removal
- Disease symptom flagging
- Traceability & batch reporting

Manual Grading vs. AI Seed Control

Why machine vision dominates in modern seed production.

Metric	Manual Grading	AI Seed Control
Throughput	120–180 seeds/hour	5,000–15,000 seeds/hour
Defect Detection Accuracy	~85–92%	99.2–99.8%
Consistency	High variance (grader-dependent)	100% reproducible
24/7 Operation	No — limited by human hours	Yes
Fatigue/Drift	Significant after 4–6hrs	None — consistent all day
Viability Prediction	Not possible (non-destructive)	AI-predicted
Training Time	2–4 weeks per grader	Plug-and-play in 1 day
Cost per 1M seeds	€1,200–2,400 (labor)	€80–180 (system + utilities)

Who Uses Logirobotix Seed Control

Deployed across breeding programs, seed companies, and agricultural research institutions.

Breeding Breeding Programs F1 hybrid selection, trait validation, and line advancement. Non-destructive viability scoring accelerates cycles. Read case study

Conditioning Seed Conditioning & Processing Post-harvest grading, uniformity sorting, and contamination removal. Maximize yield per batch. View workflow

Quality QA & Certification Lot testing, traceability, and compliance reporting for seed certifiers and regulatory bodies. Learn more

System Specifications

Detection Accuracy: 99.8%; Detection Accuracy
Dimensional Tolerance: ±0.1mm; Dimensional Tolerance
Max Throughput: 15k/hr; Max Throughput
Setup Time: 1 day; Setup Time

Ready to automate seed grading?

Start with a free proof of concept on your actual seed lot. See detection rates, throughput, and ROI before you commit.

Book a free POC View pricing

Free feasibility test

Test it on your line. Before you spend a euro.

Send us 20 defective parts or high-res photos. We train a model on your parts and show you detection rate, false positives and cycle time before you sign anything.

parts or photos: 20; parts or photos
days to results: 5-7; days to results
no commitment: €0; no commitment