Safer pesticide decisions start with the label.
LabelLens uses OCR-based label reading with structured safety guidance, dosage support, QR-verified vouchers, and spray records.
From label to decision
DeterministicPhoto
01Farmer photographs the label in the field.
Label reading
02Visible text is read. Nothing is invented.
Safety
03Deterministic rules flag banned, restricted, and caution signals.
Dose
04Dose support only when the label dose is clear.
Record
05Scan, voucher, and spray records stay organised.
Unknown stays unknown. The original pesticide label always wins.
The problem
The most important document in the field is the one nobody can read.
Every pesticide container carries the exact information needed to use it safely — dose, crop, waiting period, protective equipment, warnings. But that information is locked in small print, mixed languages, and labels worn down by the field itself.
Farmer reality
Spray decisions happen in seconds, not study sessions
At mixing time there is no desk, no good light, and no time to decode a label. That is the moment LabelLens is built for.
Small print, big consequences
Dosage, waiting periods, and PPE instructions are printed in dense blocks that are hard to read in the field.
Language barriers
Labels often mix languages. Critical safety lines get skipped when they cannot be read quickly.
Damaged and worn labels
Sun, moisture, and handling erase the exact information farmers need at spray time.
The LabelLens answer
One photo becomes a guided, recorded decision
A single linear flow — built so the farmer never has to interpret raw label text alone.
- 01
Photo
One clear photo of the label — front and back.
- 02
Label reading
Visible text becomes structured fields. Unreadable stays unknown.
- 03
Safety
Deterministic rules check banned, restricted, and caution signals.
- 04
Dose
Dose support appears only when the label dose is clear.
- 05
Record
Scans, vouchers, and spray records build a farmer-side history.
Plus a deterministic tank-mix compatibility checker — product pairs and formulation categories, advisory only, with unknown treated as unknown.
Open Farmer AppCompany visibility
The same scans become product intelligence — with consent
When farmers allow sharing, companies see how their labels perform in real fields: readability, mismatches, and safety signals. Never farmer identity.
Run a pilot like an operation, not an experiment
Product library, matched-scan review, readability dashboards, voucher visibility, compatibility lookups, and exportable reports — in one permissioned workspace with owner, admin, analyst, and viewer roles.
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Workspace modules
Products, scans, quality, reports, compatibility
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Report templates
Monthly, pilot, readability, safety
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Team roles
Owner, admin, analyst, viewer
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Identity fields shared
Farmer names and phones never leave the farmer side
Why teams trust it
Caution is not a disclaimer. It is the engineering.
Most agritech tools promise intelligence. LabelLens promises restraint — and that is what regulators, companies, and farmers actually need.
No guessing, by design
Missing or low-confidence label details stay unknown. The engine never fabricates a dose, a crop, or a safety claim. That restraint is the product.
Deterministic safety rules
Safety outcomes come from maintained regulatory reference data and explicit rules — the same input always produces the same answer. Auditable, explainable, repeatable.
Privacy as architecture
Farmer identity never reaches company dashboards. Companies see consented operational signals only — never names, phones, or locations.
Consent before visibility
Product sharing is off until a farmer turns it on, and revocable at any time. Pilot adoption is measured, not assumed.
Pilot-ready
Built to be deployed, not just demoed
LabelLens ships with the operational layer real deployments need from day one.
Product intelligence
Company product libraries with deterministic scan matching and readability signals per product.
Exportable pilot reports
Monthly, pilot, readability, and safety reports from real consented data. Markdown, HTML, and print-ready.
Operations toolkit
Onboarding kits, support escalation workflow, pilot review templates, and an admin readiness dashboard.
Honest about limits, too — read the known limitations. No marketing spin.
Built for the ecosystem
Designed for partners across the pesticide value chain
LabelLens pilots are structured for companies, extension programs, universities, NGOs, and farmer groups.
Agro-input companies
Product quality and label readability programs
Pilot partnerships openGovernment extension
Safer-use advisory at field scale
Pilot partnerships openUniversities
Label comprehension and OCR research
Pilot partnerships openNGOs & farmer groups
Multilingual farmer safety education
Pilot partnerships openPut the label back in charge of the decision.
Farmers scan free. Companies pilot with real data. Everyone follows the label.