Here’s how it works:
We look beyond weather patterns to deep environmental trends that shape both short and long-term geographic conditions
We have built a vast data lake comprising an ever-expanding collection of thousands of datasets spanning climate, socio-economic, market, real estate and other variables
We cover all land and property types including residential, commercial, industrial, and agricultural, as well as real assets spanning infrastructure and commodities
We complement and integrate property-specific data with our deep data on each location for more accurate risk analysis and valuation forecasts
We not only model major metro areas but all towns, suburbs, and rural areas, giving a complete picture of national dynamics
We quantify all physical risks and tackle transitional challenges, but also identify under-priced zones of growth that merit greater investment
We are expanding our price forecasting models beyond the US, Canada, UK, Europe, Australia, and Japan to encompass the entire terrestrial geography of the planet
We are both an AI company as well as an advisor serving as "Climate Investment Officer" for institutional investors and managing our own Climate Alpha Funds
Climate Price™
◆ Risk-adjusted valuations at the asset and portfolio levels, calculated annually to 2040
◆ Forecasts across multiple climate scenarios and across all major property types (residential, commercial, industrial and agricultural)
Resilience Index™
◆ Risk, vulnerability, and readiness scores covering nearly 20 indicators across 40,000 U.S. zip codes and Canada
◆ Calibrated to multiple climate scenarios, with national ranking comparisons and frequent data updates
Alpha Finder™
◆ Location search and discovery tool that screens 40,000 zip codes for highest correlation to user investment criteria
◆ Automatically indexes dozens of datasets and proprietary indices
Scenario Forecaster™
◆ Patent-pending, AI-driven pipeline, blending multiple RCP/SSP climate pathways with user-defined scenarios
◆ Simulate shocks and stress tests, and generates customized forecasts based on user-defined modifications to socioeconomic, market, demographic and climate variables
Run on our patent-pending scenario forecaster
that utilizes the latest machine learning techniques
Employ bespoke models for each property type (residential, commercial, industrial, agricultural, etc.)
Incorporate insights from our proprietary indices covering Resilience, Infrastructure, Wellness, and more
Are customizable via data blending into a private client data lake
Can be accessed via API, AWS S3, CSV, or other delivery method
Prepare for TCFD and upcoming SEC risk assessment requirements with Resilience Index™ scores of climate risk, vulnerability and readiness under multiple climate scenarios
Use Climate Price™ risk-adjusted valuation for TCFD reporting on material impact of climate change on business operations and financial planning
Decompose ESG metrics with granularity (e.g. energy intensity, Scope 2 emissions, social vulnerability)
Use Resilience Index™ risk, vulnerability and readiness scores of state or local-level jurisdictions to develop resilience and preparedness strategies
Model Climate Price™ forecasts of land and asset values to guide land privatization and land value taxation policies
Work with Climate Alpha data scientists and experts to develop scenario exercises and / or climate wargames for operational readiness
Construct urban wealth funds using our suite of analytics, from Climate Price™ to Alpha Finder™
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