Read the Field. See the Risk, Make the Right Call.
AGRO4-Insights unifies satellite, weather and agronomic data on one platform. It scores hundreds of fields, forecasts yield and risk, and compares growers. From farmer to bank, from seed producer to public sector, it empowers every stakeholder's decision with objective data.
From Raw Data to Decidable Insight
The Insights engine processes daily satellite and weather data and turns it into scores, forecasts and risk analyses — clearly readable at a glance in the panel.
Scoring & Analysis
Composite Field Score
Weights and combines metrics like NDVI-AUC, GDD and homogeneity to give each field an objective 0–100 performance score.
Field Health Distribution
Classifies all fields in the portfolio into health classes; shows in one chart what share is productive and what is at risk.
Homogeneity (Uniformity) Analysis
Measures within-field uniformity; reveals zones where growth is uneven and flags intervention areas.
GDD & Phenology Tracking
Tracks phenological stages and time to harvest with crop-based growing degree days (GDD); catches the right moment.
Biomass ↔ Yield Relationship
Analyzes the relationship between NDVI biomass and actual yield; distinguishes “green but unproductive” fields.
Multi-Year Historical Analysis
Compares data from past seasons to support chronic-issue detection, trends and next-season planning.
Forecast & Risk
Yield (Harvest) Forecast
Produces kg/da yield forecasts at field and portfolio level based on the NDVI-AUC curve; enables pre-harvest planning.
Risk Assessment
Detects at-risk fields early; prioritizes by measuring biomass and yield-loss risk on a tonnage basis.
Weather & Soil Stress Impact
Models weather stress, soil moisture and NDVI impact together to anticipate the pressure on growth.
Certification Risk Assessment
Scores certification compliance in seed production; flags at-risk parcels before inspection.
Portfolio & Grower Management
Portfolio Score
Evaluates hundreds of fields with a single composite score; makes large-scale monitoring manageable.
Grower-Level Yield Gap
Compares each grower's performance in contract farming; reveals growers with a yield gap.
Data Input & Integration
Automatically pulls field data via API, connects to your existing systems with JSON import/export.
Field Analysis Report
Generates a shareable report containing score, yield, risk and health metrics for each field.
A Different Value for Every Sector
The same scoring engine serves every stakeholder's own decision. The benefit Insights capabilities bring to each sector:
Complex Data, Clear Panel
Insights reduces the data of hundreds of fields into readable score and risk views at a glance.
Score Your Portfolio with Insights
Whether a single farm or a portfolio of thousands of parcels — AGRO4-Insights turns field data into decidable insight.
Manage Your Portfolio with AGRO4-Insights
Enterprise plans that scale by your parcel and user count. Let us prepare a custom quote for your needs.