AGRITECH + AI

Agritech App Development

AI Farming Assistant in 9 Languages, Live in Multiple Countries

We built FasalVision — an AI-powered farming assistant app that helps smallholder farmers diagnose crop diseases, get personalized advice, and track weather — in their own language. Built with Flutter and Gemini AI, supporting 9 Indian and international languages. This is one of our flagship AI mobile projects.

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Project Snapshot

ClientFasalVision
DomainAgriTech / Generative AI
StackFlutter, Firebase, Gemini AI
PlatformAndroid (Google Play Store)
Languages9 languages (Hindi, English + 7 more)
ReachLive in multiple countries

The Problem We Solved

India's smallholder farmers — over 100 million families farming plots under 2 hectares — lose an estimated 20–40% of crop yields annually to diseases and pests that could be managed with timely intervention. The barrier isn't money; it's information access.

Agricultural extension services are understaffed. Farmers in Bihar, Odisha, or Karnataka cannot easily call an agronomist when they see yellowing leaves on their paddy. They rely on neighbours' advice or delay action until the damage is obvious.

FasalVision's vision: put an agronomist in every farmer's pocket. The app had to work on low-end Android devices, in regional languages, with minimal data usage — and the AI had to give genuinely actionable advice, not generic Wikipedia-grade responses.

Our Approach

Gemini AI for multimodal crop advice — photo + text, in any language.

1. Multimodal crop diagnosis

We integrated Gemini's vision capability so farmers can photograph a diseased leaf or pest-damaged crop, describe their concern in plain language, and receive a diagnosis with treatment options — all in one prompt. The Gemini API processes image + text together, giving far more accurate advice than text-only queries against a crops database.

2. 9-language support without 9 codebases

We used Flutter's intl package with ARB localization files for UI strings, and passed Gemini a system prompt instructing it to respond in the user's selected language. This means agricultural advice is generated natively in Hindi, Bengali, Telugu, Marathi, Kannada, Tamil, Gujarati, Odia, and English — without pre-translating a database of answers.

3. Low-data, low-end device optimisation

FasalVision targets farmers using ₹5,000–₹8,000 Android phones on Jio 4G. We compressed the app bundle to under 18 MB, implemented image compression before API upload (reducing data cost per query by ~70%), and added graceful offline states — cached advice and weather data available without connectivity.

Technology Stack

Mobile FrameworkFlutter 3, Dart
AI EngineGoogle Gemini API (multimodal: vision + text generation)
Backend / AuthFirebase (Auth, Firestore, Remote Config)
LocalisationFlutter intl, ARB files — 9 languages
WeatherOpenWeatherMap API (GPS-based local forecast)
Image processingFlutter image_compress before Gemini upload
DistributionGoogle Play Store (Android)

What Was Delivered

9 langs

AI advice in local languages

Multi-country

Live on Play Store globally

< 18 MB

App size, optimised for rural India

Gemini

Multimodal AI — photo + text diagnosis

AgriTech App Development — Common Questions

Yes. The Gemini multimodal approach is domain-agnostic — we've used similar patterns for crop disease, equipment troubleshooting, and pest identification. A regional fork (new languages, different crop database, local weather source) typically takes 6–8 weeks to productionise.

For common diseases and pests in major crops (paddy, wheat, cotton, tomato), Gemini Vision gives clinically reasonable diagnoses for clear photographs. We add a disclaimer on every response and prompt the user to verify with a local extension officer for high-stakes decisions. Accuracy improves significantly with a well-lit, close-up photo of the affected area.

A Flutter app with Gemini AI integration, Firebase backend, and 2–3 languages typically takes 10–14 weeks. The Gemini API cost at early-stage volume (under 10,000 queries/month) is negligible — under ₹5,000/month. We'll scope your specific feature list and give you a fixed-price estimate; contact us to start that conversation.