SolutionLive platform

Data Graphs for AgriGuide

The end-to-end digital labeling platform for Plant Protection Products. Create, manage, and publish machine-readable labels directly into AgriGuide, with built-in AI assistance and upstream R&D integration.

Powering digital labels for CropLife Europe members including Syngenta, Corteva, and more.

Request a demo View the Syngenta case study
What we deliver

Two platforms powering AgriGuide

Data Graphs was selected by CropLife Europe to power the foundational data products for AgriGuide. Both are live, serving structured, FAIR-compliant data across the EU.

1

AgriGuide Digital Label Data Platform

The central platform that hosts and serves machine-readable digital labels for Plant Protection Products across 27 EU member states and 25 languages.

2

AgriGuide Reference Data Platform

The governed reference data backbone ensuring semantic interoperability and consistency across all manufacturers and regulatory jurisdictions.

For PPP manufacturers

End-to-end digital label authoring, from R&D to AgriGuide

Data Graphs provides a purpose-built add-on for manufacturers that handles the full upstream workflow: from ingesting R&D and Good Agricultural Practice (GAP) data, through label authoring and compliance validation, to publishing directly into the AgriGuide central platform.

📝
Label authoring
Create digital labels conforming to the complex AgriGuide data model. No more static PDFs. Truly machine-readable from day one.
🔬
Upstream GAP integration
Connect your R&D systems and regulatory data sources. Flow structured data from formulation through to published label.
🚀
Direct AgriGuide publishing
Publish labels directly into the AgriGuide central platform from Data Graphs. No manual re-entry, no export/import cycles.
✓
Compliance validation
Built-in validation against AgriGuide schemas and EU regulatory requirements. Catch errors before they reach the platform.
🏢
Enterprise system integration
APIs integrate with your upstream ERP, regulatory, and formulation systems. Data Graphs becomes part of your data supply chain.
📊
Portfolio analytics
Real-time visibility into your label portfolio: coverage, data quality, gaps, and regulatory alignment across all markets.
Live feature

AgriGuide AI assistant

Built directly into Data Graphs for AgriGuide customers, our AI chatbot is an expert system trained on the AgriGuide data model. It helps your team navigate the complexity of digital label creation, answering questions about required fields, data structures, formulation encoding, and regulatory requirements in natural language.

Grounded entirely in your own label data and the AgriGuide schema. No hallucination. No external data leakage. Private, governed AI that understands your domain.

AI assistant (live)
You: What fields are required for a GAP entry on a cereal crop in France?
AI: For a cereal GAP entry in France, you need: crop (from the EU reference taxonomy), pest target, application rate, PHI, max applications per season, and the FR regulatory approval number...

Responses grounded in the AgriGuide data model loaded in Data Graphs

See it in action
Your move to machine-readable labels
1
Foundation
Understand the data model, what's required for a label, and where each element of information is encoded. Learn the dependencies and workflow to publish into AgriGuide.
2
Training
Hands-on training with the Data Graphs team. We use your actual labels to start from a core information set and gradually build out to complete each label.
3
Supported authoring
Increase your label throughput independently. Refine your approach, leverage the AI assistant, and ask for help only when you need it.
What our customers say
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“The ability to connect directly to AgriGuide, align with regulatory standards, and streamline our product labeling workflows is a major achievement. It's not just about compliance, it's about setting the stage for a globally connected, future-ready agricultural data ecosystem.”

Verena Wanner
Platform Lead Regulatory CPD IT, Syngenta Group
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“Data Graphs has been instrumental in making AgriGuide a success. What are today flat electronic documents such as PDFs are now converted to structured data products that can help power a safer, greener, and more resilient food system across the EU.”

Georgiana Hayes
Chair of AgriGuide

Ready to digitize your labels?

See Data Graphs for AgriGuide in action with your own product data.

Request a demo Talk to our AgriTech team