Live · Jamaica AgOS · Est. 2026

Jamaica's
Agricultural
Intelligence
Infrastructure

The intelligence layer coordinating producers, buyers, tourism operators, and government agencies across Jamaica's food system — in real time.

GEOSPATIAL INTELLIGENCE Manchester · Carrot Supply: Abundant J$88 – J$110 / kg ABRS Score: 82 / 100 Abundant Moderate Scarce WEEK INTELLIGENCE 187K+ price records 14 parishes · 70 commodities Live · Updated weekly
187K+ AMIB price records ingested
14 Parishes mapped & monitored
70 Canonical commodities tracked
315+ Database tables · 57 migrations
The Market Failure

Jamaica's food system runs on
institutional blind spots

A $1.2B agricultural economy operates without a shared intelligence layer. The result: price shocks, import dependency, and a tourism sector sourcing from overseas what Jamaica grows at home.

01

Fragmented Price Intelligence

Farmgate prices, retail prices, and export valuations exist in disconnected silos. No producer, buyer, or government agency has a unified view of market conditions across all 14 parishes simultaneously.

02

Zero Supply Risk Visibility

Scarcity events emerge without warning. By the time a shortage reaches consumers, the upstream signal — a climate event, a pest outbreak, a single large buyer absorbing a parish's entire yield — has been invisible for weeks.

03

Tourism–Agriculture Disconnect

Jamaica's tourism industry imports food products that Jamaican farmers produce at competitive quality. The coordination layer to match local supply with hospitality demand has never existed — until now.

04

No National Coordination Layer

RADA, AMIB, MALF, and the Ministry of Agriculture each hold fragments of national agricultural data. No platform aggregates, normalises, and serves this intelligence to the actors who need it in real time.

The Infrastructure Layer

Data sources → Geospatial engine →
Coordinated outcomes

HelloAG sits between raw government data and the decision-makers who need it — aggregating, normalising, enriching with geospatial intelligence, and serving actionable signals to every stakeholder in Jamaica's food system.

Data Sources
Raw Intelligence
  • AMIB Price Reports
  • MALF COP Templates
  • RADA Parish Data
  • Tourism Demand Signals
  • IoT / Field Sensors
  • Satellite & Weather
HelloAG AgOS
Geospatial
Intelligence Engine
  • Parish GIS Mapping
  • Supply Risk Scoring
  • COPI Enterprise Analytics
  • ABRS Business Readiness
  • Commodity Intelligence
  • Demand Forecast Integration
Stakeholder Outcomes
Coordinated Action
  • Farmers: COP & pricing
  • Buyers: supply visibility
  • Tourism: sourcing intel
  • Government: food security
  • Investors: risk metrics
  • Exporters: grade intelligence
🌾
Food Security
National supply monitoring across all 14 parishes
🏝️
Tourism Resilience
Direct local sourcing pathways for hospitality sector
📉
Import Substitution
Evidence base for replacing imports with local production
💰
Farmer Income
Fair-price intelligence closing the farmgate–retail gap
🌍
Regional Expansion
Jamaica model replicable across CARICOM at infrastructure speed
Geospatial Intelligence

Every parish.
Every commodity.
Every week.

The HelloAG National Intelligence Map is the first live geospatial layer for Jamaica's agricultural market — correlating supply scores, price volatility, grade intelligence, and tourism demand across all 14 parishes simultaneously.

  • 🗺️
    Parish-Level Supply Heatmap
    Colour-coded abundance and scarcity visualised across the island in real time
  • Supply Risk Monitoring System
    Scarce commodities surface as alerts before shortages reach consumers
  • 📊
    Commodity Intelligence Engine
    Best-buy analysis, price trend modelling, and grade scoring per commodity per parish
  • 🔗
    Stakeholder Coordination Network
    Farmers, agro-processors, exporters, and buyers connected through shared market intelligence
HelloAG · National Intelligence Map
Abundant
Moderate
Scarce
St. Elizabeth Manchester Clarendon Kingston ⚠ Trelawny St. Ann St. Mary ST. ELIZABETH · CARROT J$88–J$110 / kg Supply: Abundant Grade: Good ABRS: 82 ⚠ TRELAWNY · THYME J$880–J$1,320 / kg Supply: Scarce Risk Score: HIGH Week of June 11, 2026 · Live · HelloAG AgOS
Kingston Metro
TomatoJ$220
CallalooJ$44
Platform Intelligence

Seven integrated intelligence modules

Each module is a purpose-built layer of Jamaica's agricultural operating system — individually powerful, transformative when unified.

Live · Weekly

Commodity Intelligence Engine

Farmgate and retail price benchmarks across 70 commodities in all 14 parishes. Supply scoring, grade intelligence, and best-buy analysis in a unified pricing layer.

187K+ AMIB price records · Weekly RADA feed integration
Risk Intelligence

Supply Risk Monitoring System

Early-warning scarcity detection across the national supply chain. Scarce commodities surface as quantified alerts before shortages propagate to consumers and importers.

Parish-level risk scoring · 5-tier supply classification
Geospatial

Geospatial Market Intelligence

Live supply heatmaps rendered at parish resolution on Jamaica's GIS layer. The first open intelligence layer connecting spatial agricultural data to decision-makers in real time.

14 parishes mapped · GIS + Leaflet.js · Offline-capable
Enterprise Analytics

Agricultural Operating Layer

Cost of Production Intelligence (COPI) engine built on 11 MALF Jamaica 2023 COP templates. Enterprise economics modelling, ABRS scoring, and farm business readiness assessment.

ABRS: 0–100 enterprise readiness score · 6-table cost schema
Demand Intelligence

Demand Forecast Intelligence

Tourism demand signals mapped against parish supply data — identifying the sourcing gaps where Jamaican farmers can displace imports into the $4B+ hospitality sector.

Tourism–agriculture sourcing gap: est. 35% local displacement potential
Stakeholder Network

Stakeholder Coordination Network

Verified directories of farmers, agro-processors, exporters, government agencies, and buyers — structured as a coordination network, not a static listing.

Pilot: Bonny Gate, St. Mary · HAG-JM-001008
Knowledge Infrastructure · Foundation Layer

Knowledge Infrastructure

Agricultural best-practice resources, pest and disease intelligence, financial literacy tools, and certification pathways — delivered through an offline-capable Progressive Web App architecture that functions without reliable internet. The infrastructure layer that makes every other module accessible to Jamaica's 165,000+ smallholder farmers in the field.

Offline-first · 31 registered offline tables · Service Worker + IndexedDB · PWA-ready
National Imperative

Infrastructure for
Jamaica's food security

HelloAG is not a convenience product. It is the coordination layer that Jamaica's agricultural system has never had — with measurable national outcomes across food security, tourism resilience, and import substitution.

🛡️
JA
Food Security Infrastructure
A national early-warning system for supply shocks — giving MALF and RADA the real-time visibility they need to coordinate interventions before shortages escalate to import crises.
🏨
$4B+
Tourism Resilience
Jamaica's hospitality sector sources an estimated 60-70% of produce from international suppliers. HelloAG's Demand Forecast Intelligence creates the first direct farmer-to-hotel sourcing pathway.
⬇️
35%
Import Substitution Potential
Commodity-level intelligence quantifies exactly which imported products can be replaced with Jamaican production — creating a data-driven import substitution roadmap for national policy.
Expansion Trajectory
14 → 15+
Markets · CARICOM-ready architecture
Phase 1 · Now
Jamaica
14 parishes · 70 commodities · AgOS live
Phase 2 · 2027
CARICOM Expansion
Trinidad, Barbados, Belize, Guyana
Phase 3 · 2028+
Global South
AgOS as a licensed infrastructure model
Request Integration Access

Join the
intelligence layer

Investor access, government integration partnerships, and institutional API requests — all handled through the same coordinated intake.

For government agencies, institutional investors, and strategic partners. Response within 48 hours.