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The Intelligence Engine

Expert advice.
Every platform.

Expert agricultural advice in 30 seconds. Via WhatsApp, mobile app, web, or SMS. Starting in Zimbabwe , scaling to the world.

<5s

Response Time

85%+

Target Accuracy

4

Input Types

4

Delivery Channels

Architecture

The
Intelligence
Loop.

Four layers working in sequence. Context is assembled before your photo is even analysed , turning thousands of datapoints into a single, confident decision in under 5 seconds.

Step 1

Input Layer

Photo, voice, or text , via WhatsApp, mobile app, web, or SMS. Zero friction, zero training required. Any device, any connection.

  • Crop photo via WhatsApp or app
  • Voice note description
  • Text query in any language
  • GPS auto-detected

Step 2

Context Engine

Before the AI sees your photo, it already knows your GPS location, a 7-day weather forecast, your soil type, current crop stage, local disease pressure, and your last 30 interactions.

  • GPS → 7-day weather forecast
  • Soil type & crop stage
  • Local disease pressure
  • 30-interaction history

Step 3

AgroAI Brain

Advanced AI analyses your photo with the full context assembled. Not just 'what disease' , but 'what disease, here, now, given tomorrow's forecast, at this crop stage.' Vision, reasoning, and confidence scoring in one pass.

  • Visual reasoning & disease detection
  • Agronomist-grade logic layer
  • Confidence scoring & uncertainty
  • Context-aware action generation

Step 4

Delivery Layer

Formatted for the channel , conversational on WhatsApp, rich and structured in the app , returned in under 5 seconds. Same intelligence. Different experience.

  • WhatsApp & Mobile App
  • Web Dashboard & SMS / USSD
Aerial view of farms

Ground Truth Moat

600 million farmers
making decisions alone.

Pro-level capabilities.

Six intelligence modules engineered to bring agronomist-grade precision directly to the field , on any device, at any scale.

Crop Disease Detection

Crop Disease Detection

Identify 14+ diseases across 5 crops , grey leaf spot, rust, blight, wilt, and more , from a single photo.

Weather-Integrated Advice

'Spray today before tomorrow's rain.' Every recommendation is timed to your 7-day forecast.

Confidence Scoring

90%+ means act now. Below 50% means we need more data. We don't guess.

Geospatial Intelligence

Field-level GPS mapping with soil type, elevation, and regional disease pressure.

Pest Identification

Fall armyworm, aphids, bollworm, and more. Exact product, dose, and timing , not just a name.

Interaction Memory

Every farm builds a history. Every interaction makes the next one smarter. Your past improves your future advice.

Structured.
Actionable.
Explainable.

Every PreciAgro response delivers not just a diagnosis , but a complete, confident action plan. Specific product. Specific dose. Specific timing. Backed by a confidence score.

Diagnosis

Precise pathogen or pest identification with reasoning.

Action Plan

Exact product, dose, application method, and timing window.

Confidence Score

Mathematical probability , so you always know how much to trust it.

intelligence_output.json
{
  "insight": "Early grey leaf spot detected",
  "action": {
    "product": "Mancozeb 80% WP",
    "dose": "2g per litre of water",
    "timing": "This afternoon before rain"
  },
  "confidence": 0.87,
  "urgency": "high",
  "reasoning": "Humidity forecast 82% tomorrow",
  "follow_up": "Check north block tomorrow"
}

Expansion

From
Zimbabwe
to the world.

We're building layer by layer, region by region. Starting hyper-local so the system is trained on real problems before we scale. Each region teaches us what the next one needs.

Phase 1 · 2025

Launching Now

🇿🇼 Zimbabwe

70% agricultural workforce. Diverse crops. High disease pressure. Founder expertise.

  • Pilot: Mashonaland West
  • 50 farms → 1,000 by year-end
  • Maize, tobacco, soya, wheat, sorghum
  • WhatsApp + Mobile App

Target

1,000 farms by Dec 2025

Phase 2 · 2026

Planned

🌍 Sub-Saharan Africa

Similar crops. Strong mobile penetration. Overlapping disease patterns.

  • Zambia (Q1)
  • Kenya (Q3)
  • Tanzania (Q4)
  • Livestock & horticulture added

Target

10,000 farms across 4 countries

Phase 3 · 2027

Vision

🌍 Pan-Africa

Each region teaches us what the next region needs.

  • East Africa: Uganda, Ethiopia, Rwanda
  • West Africa: Nigeria, Ghana, Senegal
  • Proactive alerts & autonomous scheduling
  • Satellite monitoring integration

Target

100,000+ farms across 12 countries

Phase 4 · 2028+

Vision

🌎 Global

Adapting to rice, cassava, palm, and tropical climates.

  • South Asia: India, Pakistan, Bangladesh
  • Southeast Asia: Indonesia, Philippines
  • Latin America: Brazil, Mexico, Colombia
  • 50+ languages supported

Target

Millions of farms worldwide

Audience

Who PreciAgro is for.

Everyone deserves access to excellent agricultural advice , regardless of farm size or budget.

2–50 hectares

Smallholder Farmers

You need

  • Quick answers to crop problems
  • Accessible advice , no expensive consultants
  • Confidence in your decisions

PreciAgro gives you

  • Expert guidance in 30 seconds
  • Via WhatsApp , no app required
  • Or mobile app for a richer experience

50–2,000+ hectares

Commercial Farms

You need

  • Multi-field management
  • Team coordination
  • Data-driven decisions

PreciAgro gives you

  • Web dashboard for farm operations
  • Field-level insights and analytics
  • Team access and collaboration

Supporting 100s–1,000s of farmers

Cooperatives & Extension Services

You need

  • Scalable advisory services
  • Consistent quality
  • Regional insights

PreciAgro gives you

  • White-label solutions (coming 2026)
  • Aggregated insights across member farms
  • Training and capacity building

Ready to
put it to work?

Join farms in Mashonaland West testing the intelligence engine live. Free for pilot participants. Choose your interface , WhatsApp, mobile app, or web dashboard.