Reference frameworks:
IPCC AR6 CMIP6 NGFS Scenarios IEA World Energy Outlook IEA Net Zero 2050 IMF WEO World Bank CCKP NOAA / NASA DICE Model SSP Scenarios IRENA BIS
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About Climate Engine

Institutional-grade climate risk intelligence, built for decision-makers who need traceable outputs — not advocacy dressed as analysis.

CE integrates physical hazard, transition risk, and macroeconomic feedback into one auditable platform. Every model output is traceable to its source data, every assumption is documented in the registry, and every model declares its scope of validity and known limitations. Aligned with IPCC AR6, NGFS, and IEA scenario frameworks.

Institutional Investors & Asset Managers

Portfolio stress-testing under 1.5°–4°C pathways. Sector-level transition risk quantification aligned with TCFD, NGFS, and ISSB disclosure frameworks.

Risk Analysts & Regulators

Scenario-driven risk models with documented equations, calibration sources, and known failure modes. IPCC AR6 and NGFS scenario alignment built in.

Corporate Strategy & Infrastructure Teams

Infrastructure constraints, permitting backlogs, supply chain exposure, and policy execution gaps modelled as operational first-order inputs — not footnotes.

Decision Workflows

Six operational entries — verb-first, workflow-oriented, each with traceable assumptions and reproducible outputs
Analyze Grid Stress

Transmission capacity constraints, renewable integration limits, peak demand scenarios, interconnection queues, and reserve margin analysis for ERCOT, MISO, PJM, and international grids under 1.5°C–4°C transition pathways.

Transmission Reserve Margin Interconnection Queue Curtailment Risk
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Evaluate Coastal Exposure

Sea level rise compound scenarios, insurance withdrawal dynamics, property value decline pathways, fiscal stress for coastal municipalities, and sovereign exposure to climate-driven real estate disruption through 2050.

SLR + Storm Surge Insurance Withdrawal Property Devaluation Municipal Fiscal Stress
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Model Industrial Transition

Hard mandate scenarios for steel, cement, chemicals, and heavy manufacturing. CAPEX economics, green premium trajectories, competitive exposure, employment dislocation, and regional economic disruption under 2030 and 2050 targets.

Green Premium CAPEX Trajectories Competitive Exposure Just Transition
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Assess AI Power Demand

Demand surge modelling from large-scale AI infrastructure deployment. Grid stability impact, water stress co-location, peak load scenarios, and 2030–2040 load growth trajectories for ERCOT, PJM, and data center concentration zones.

Demand Surge Water Co-location Grid Stability Load Growth
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Stress-Test Water Systems

Thermoelectric cooling constraints, drought co-location risk for solar and data centers, agricultural water competition, and cascading stress scenarios for regions where energy transition intersects with water scarcity.

Thermoelectric Drought Overlap Agricultural Competition Cascade Risk
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Test Infrastructure Resilience

Cascade failure propagation across electricity, water, transport, and financial systems. Compound climate stress scenarios, critical infrastructure interdependencies, resilience economics, and recovery pathway analysis.

Cascade Failure Interdependencies Compound Events Resilience Economics
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Validation & Transparency
Institutional trust is now a product, not a feature. CE publishes its limitations, maturity status, forecast errors, and known failure modes — because the alternative is advocacy dressed as analysis.
Beta
Platform Status Beta
Validation Coverage Partial
Independent Review In Progress
Monte Carlo Calibration Prototype
Scenario Replayability Partial
Known Limitations Publicly Documented
Audit Infrastructure
Full capability registry: /api/capabilities  ·  Transparency & Audit  ·  Forecast Reviews  ·  Reproducibility Status

Featured Scenarios

Operational scenarios with documented assumptions and validation maturity — browse full library →