AgTech · Bio-Stimulants

Contextual Growth Solutions:
Integrating Bio-Stimulants
into an AgTech Ecosystem

How to turn retail products into professional real-time solutions through data-driven UX.

Role

Product Designer

Timeline

3 Months

Tools

Figma

Domain

AgTech · Precision Agriculture

The Context

An advanced system for
precision agriculture

The Platform

NutriNet calculates optimal crop types and fertilization schedules by synthesizing soil data, weather forecasts, and real-time field conditions.

The Users

Professional agronomists and farmers who rely on NutriNet as their primary decision-making tool for every field and crop cycle.

The Standard

Any new feature must earn its place. It must feel like professional insight — not a product placement — or it doesn't belong in the workflow.

The Challenge

How do you introduce
new products
without looking like an ad?

The organization wanted to introduce bio-stimulants directly into the fertilization workflow. Experienced farmers immediately recognize — and reject — any promotion inside a professional tool.

Core Tension

🛒 Business Goal
Increase bio-stimulant product visibility and sales conversion

🌾 Farmer Reality
Highly resistant to generic marketing inside their professional workflow

"The real design problem wasn't how do we show the product — it was how do we make it feel like a professional recommendation, not an advertisement?"

Research & Strategy

The discovery of
Stress Events

NutriNet — NDVI Satellite Field Analysis

The system is continuously updated with real-time field data for every farmer. After recently integrating satellite image analysis for soil condition detection, it became clear that these existing data streams could power personalized agronomic recommendations — surfacing the right advice for the right user at the exact moment they needed it.

The Logic — How Triggers Drive Recommendations

🌡️

Weather
Data

🌍

Soil
Data

⚡

Agronomic
Trigger Engine

💬

Contextual
Recommendation

Solution & UI Features

Contextual intervention —
not advertising

Instead of banners or promotional modules, I designed a system of contextual tooltips and benefit-driven tags that surface within the fertilization planning screen — exactly when the farmer is making active decisions. The product recommendation becomes part of the professional workflow.

Before

Standard Planning View

The original fertilization planning interface — functional, professional, with no contextual product awareness.

Agronomic Trigger Engine — Bio-Stimulant Catalog

The System

Agronomic Trigger Fires

Environmental conditions cross a threshold. The trigger engine identifies a relevant product and prepares a contextual recommendation.

After

Contextual Advisory Appears

A benefit-tagged tooltip appears within the workflow — specific, timely, and actionable. The farmer sees advice, not an ad.

The Tagging System

Benefits mapped
to real-time needs

Each bio-stimulant product was tagged with specific environmental benefit categories. When a trigger fires, only the matching tags surface — ensuring every recommendation is directly relevant to the current conditions.

Heat Stress Protection Frost Mitigation Soil Microbiome Boost Wind & Drought Resilience Root Development Cellular Repair Mineral Uptake Moisture Retention

The Result

A retail goal became a
professional feature

By mapping products to real-time agronomic events, we turned a business objective into a feature farmers actually valued — personalized, timely, and earned.

🎯

Zero irrelevant impressions

Recommendations appear only during genuine agronomic stress events.

📈

Higher conversion rate

Contextual advice outperformed generic promotions — because it solved a real, active problem.

🔬

Self-improving system

Every interaction fed signal back, making recommendations more accurate over time.

Contextual Growth Solutions: Integrating Bio-Stimulants into an AgTech Ecosystem

An advanced system forprecision agriculture

How do you introducenew productswithout looking like an ad?

The discovery ofStress Events