Farm-Level Climate Risk Intelligence

Price risk.
Before the season begins.

Farm-level climate risk intelligence for lenders, insurers, and agribusinesses operating in data-scarce markets.

Field Risk Score:
62 / 100
Elevated
🔥 Drought Exposure: High
📈 Heat Stress Trend +1.8°C
📊
Yield Volatility
(5yr avg, above market)
+23%
Yield estimated via AI interpolation (limited historical data available)
ClimateScoring at a Glance

Understand risk precisely.
Price it before the season begins.

ClimateScoring fuses satellite data, climate projections, and farm profiles into a single, interpretable risk score — giving every stakeholder the intelligence to price, lend, and insure with confidence.

📋
Farm Profile Capture

Input crop type, acreage, soil classification, GPS location, and irrigation method. Build a precise digital fingerprint for each farm in minutes.

🛰️
Multi-Source Intelligence

Satellite imagery, weather station data, NDVI indices, and IPCC-aligned climate projections — all fused into one traceable intelligence layer.

📊
Actionable Risk Scores

A composite 0–100 score with per-hazard breakdowns, 2030 projection horizon, and AI-powered mitigation guidance tailored to each farm.

"This data-driven approach enhances risk assessment, facilitates parametric insurance adoption, and improves trust and engagement with farmers. It's the intelligence layer we've been missing."

4
Distinct climate hazards scored per farm profile
2030
Default forward projection horizon for risk planning
100
Point composite score — comparable across any portfolio
3+
Major crop types with tailored risk models
What Becomes Possible

See the climate risk
your portfolio is carrying.

Farm-level intelligence. Portfolio-scale confidence.
Hyper-local risk scoring across every holding
Risk Visibility

Price each farm on its
own climate reality.

Climate risk varies dramatically from one field to the next — yet most portfolio assessments rely on regional averages. ClimateScoring gives lenders and insurers a farm-level score for every holding, so premiums, loan terms, and exposure limits can reflect what's actually happening on the ground.

Data Scarce Markets

Intelligence even where
the data is thin.

Frontier agricultural markets present real data challenges — limited historical records, sparse ground stations, few comparable benchmarks. ClimateScoring uses satellite imagery, climate projections, and AI interpolation to generate reliable farm-level scores where traditional data sources fall short.

Reliable scoring even where historical data is sparse.
AI interpolation across data-scarce markets
A forward view on risk, not just a historical one.
2030 projection horizon for every farm scored
Forward-Looking Intelligence

Price tomorrow's risk
before it arrives.

Climate risk is not static — what a farm faces today will look meaningfully different by 2030. ClimateScoring includes a forward projection horizon for every score, giving underwriters and credit officers visibility into how risk is trending, so decisions are built on where things are heading, not just where they've been.

How It Works

From farm data to
climate clarity
in three steps.

ClimateScoring fuses satellite imagery, verified climate projections, and granular farm profiles into a single, interpretable intelligence layer. Each score is traceable to specific hazard drivers — giving every stakeholder a shared language for risk.

01 — Profile
📋
Farm Profile Capture

Structured onboarding collects crop type, acreage, soil classification, GPS coordinates, irrigation method, and historical yield data — building a precise digital fingerprint for each farm.

GPS Coordinates Crop Profile Soil Type Irrigation
02 — Intelligence
🛰️
Climate Data Integration

Satellite imagery, weather station records, NDVI indices, and RCP climate projections are fused with the farm profile to build a spatially precise, forward-looking risk model.

Satellite NDVI RCP 4.5 / 8.5 Rainfall Data Groundwater
03 — Score
📊
Score & Mitigation

A composite score is generated with per-hazard breakdowns, projection timelines to 2030, and AI-powered mitigation recommendations tailored to each farm's specific risk profile.

Hazard Scores 2030 Horizon AI Insights Mitigation
Who It's For

Farmers and their supporters
who protect our food security.

For Insurers

Price risk with precision, not proxies.

Move beyond regional averages. ClimateScoring delivers farm-level hazard data that enables actuarially sound parametric product design, calibrated premium pricing, and trigger threshold setting — all grounded in verified science.

  • Design parametric products with IPCC-aligned triggers
  • Reduce basis risk with precise farm-level scoring
  • Automate underwriting decisions across large portfolios
Portfolio Climate Dashboard
High Avg. Risk
Drought Exposure
68
Heat Stress
52
Rainfall Volatility
44
Flood Risk
22
Pricing signal: Drought exposure across Mashonaland West cluster exceeds trigger threshold — recommend 34% premium uplift for 2030 horizon products with drought riders.
For Lenders

Climate-proof your agricultural loan book.

Integrate climate risk scores directly into credit decisioning. ClimateScoring enables lenders to quantify farm-level exposure, build climate-adjusted credit scorecards, and satisfy ESG reporting obligations — all from a single source of truth.

  • Farm-level scores in credit application workflows
  • Portfolio-wide climate stress testing at scale
  • ESG-compliant reporting with traceable methodology
Loan Book Risk View
Moderate Exposure
Low Risk Facilities
28%
Moderate Risk
52%
High Risk Facilities
20%
Credit signal: 20% of book concentrated in high-drought zones — recommend covenant review and enhanced monitoring for Mashonaland West facilities.
For Growers

Know your farm's future before it arrives.

Understand the specific risks your land faces — drought, heat, flooding — and get AI-powered guidance on the interventions that will have the most impact. Build the verified farm records that unlock access to insurance, finance, and markets.

  • Farm-specific hazard scores with 2030 projections
  • Tailored mitigation strategies from AI analysis
  • Portable farm records that build financial access
Chegutu Valley Farm
Score: 47/100
Drought Risk
72
Heat Stress
50
Heavy Rainfall
40
Top action: Drought-tolerant maize varieties + supplemental drip irrigation in north quadrant — highest impact per USD invested for 2030 horizon.
For Investors

Deploy adaptive finance with confidence.

Identify where climate risk is concentrated, where adaptive investment has the highest return on resilience, and where regulatory and impact-reporting obligations require verified climate data. ClimateScoring gives development finance the evidence layer it needs.

  • Portfolio-level climate risk aggregation
  • Impact-weighted investment prioritisation
  • TCFD and SFDR-compatible data outputs
Mashonaland Cluster
Priority Zone
Resilience ROI Score
74
Climate Stress Index
62
Adaptation Readiness
38
Investment signal: Mashonaland West requires priority adaptive finance — irrigation infrastructure shows highest projected return on resilience per USD deployed.
Data Foundation

Powered by
multi-source climate
intelligence.

Every score draws from a fusion of satellite, meteorological, and geospatial sources — grounded in verified climate science and calibrated against on-the-ground conditions. This isn't modelled noise. It's structured, traceable intelligence.

🛰️
Satellite Imagery

NDVI, NDWI, and land surface temperature indices from Sentinel and Landsat for fine-resolution crop health monitoring.

📡
Climate Projections

IPCC-aligned RCP 4.5 and 8.5 scenarios, disaggregated to regional scale for standard and pessimistic future conditions.

🌧️
Weather Station Data

Historical and real-time ground truth from national and regional meteorological networks to anchor and validate model outputs.

📍
Farm GPS Profiles

Precise farm boundary and centroid coordinates enabling hyper-local risk assessment beyond regional aggregations.

The Output

What a
ClimateScoring
report looks like.

Every report combines a composite score with hazard-specific breakdowns, driver analysis, and actionable mitigation guidance — in a format designed to inform decisions, not overwhelm them.

Chegutu Valley Farm — Climate Risk Report
Mashonaland West · Ag-ID: ZW-4409 · Maize · 12.4 ha
📅 2030 Horizon
↓ Export
Composite Risk Score
Score: 47 / 100  ·  Rating: Moderate  ·  Trend: ↑ +13pts since 2015
☀️
Drought Risk
● HIGH RISK
Risk Severity
72/100
↑ +14% by 2030
Precipitation Deficit — CRITICAL Groundwater Depletion — INCREASING Evapotranspiration — STABLE
🌡️
Heat Stress
● MODERATE
Risk Severity
50/100
→ Stable
🌧️
Heavy Rainfall
● MODERATE
Risk Severity
40/100
↓ Decreasing
🌊
Flood Risk
● LOW RISK
Risk Severity
25/100
→ Stable
AI Mitigation Insight: Primary drought driver is a projected 22% reduction in winter precipitation by 2030. Soil moisture deficit reaching critical wilting point 14 days earlier than historical average. Drought-tolerant maize varieties and supplemental drip irrigation in the northern plot quadrant are the highest-impact interventions.
View Strategy →
What ClimateScoring Makes Possible

Clearer risk. Fairer pricing.
More resilient agriculture.

"When we can see climate risks clearly scored, it takes the guesswork out of pricing. It helps us design insurance that's fair, fast, and easier for farmers to trust."

UW
From an Underwriter
Agricultural Insurance

"Climate scoring gives us a simple way to predict which crops are most at risk. It helps farmers plan better and protect their livelihoods before the damage happens."

AG
From an Agronomist
Crop Advisory Services