From Climate Risk to Climate Opportunity

Climate change tells you where to sell. Climate Alpha tells you where to buy.


Properties modeled for risk-adjusted valuation
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Higher real estate portfolio appreciation by 2030
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Saved using Climate Alpha’s SaaS platform

The next real estate boom will be in climate resilient regions

Climate Alpha is an AI-powered analytics platform that drives future-proof real estate strategies. It employs machine-learning techniques to combine hundreds of socioeconomic, demographic and market indicators with multiple climate scenarios to generate land and property value forecasts for every year through 2040.

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First mover advantage:
Be a market maker in the climate adaptation race

At more than $200 trillion, real estate is the world’s most widely held asset class – but it is highly vulnerable to climate change and other major disruptions. Property developers, asset managers, and insurers need to urgently rethink how to quantify risk and allocate capital for greater resilience.

Climate Alpha serves all real estate property types

Bespoke forecasting algorithms for every sector in a $60 trillion market


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Price Climate, Generate Alpha

From Climate VaR to Climate CAGR: Beyond value-at-risk to risk-adjusted valuation

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.

All Climate Alpha forecasts, indices, and simulations:

  • Run on our patent-pending scenario forecaster™ that utilizes the latest machine learning techniques
  • Leverage a “wide data” approach blending climate with significant socioeconomic, demographic and market variables
  • Employ bespoke models and predictions for each property type
  • Are customizable via data blending into a private client data lake

Use cases for all real estate stakeholders

  • Stress-test existing portfolios with Climate Price™ forecasts under multiple scenarios to refine VaR or returns assumptions 
  • Construct thematic funds (equity, REITs, ETFs, etc.) using Alpha Finder™ to screen and geolocate top-performing locations according to indicators such as climate resilience, renewable energy, infrastructure spending,  etc
  • Rank and prioritize assets for acquisition or disposition with Climate Price ™ forecast of locations annually to 2040 
  • Use Resilience Index™ to map risk and model climate-adjusted VaR forecasts 
  • License Climate Alpha indices to benchmark performance or build and refine indexed products 
  • Use Alpha Finder to identify fast-growing locations for new acquisitions
  • Identify arbitrage opportunities in climate resilient locations through predictive modeling of land values
  • Climate-adjusted due diligence using Climate Price™ valuation forecasts and Resilience Index™ scores
  • Earn Climate Oasis™ certification for climate resilient locations to upsell developments
  • Use Climate Price™ forecasts as an independent input for loan-to-value ratio as well as PMI/MIP requirement calculations
  • Calibrate insurance premiums according to Resilience Index™ scores under multiple climate change scenarios
  • Stress test portfolios against extreme climate thresholds with our proprietary RCP X scenario
  • 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™
Use cases for all real estate stakeholders

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