Commercial banking: Analyse your commercial property portfolio

A major Singapore-based bank with a large commercial lending portfolio in the ASEAN region required insights into climate risks in order to meet new regulatory requirements. The portfolio was subject to a range of climate-related hazards.

* Understand your commercial property portfolio’s exposure to physical climate risk
* Identify commercial properties most at risk for deeper analysis
* Assess climate impacts on asset productivity and value
* Test portfolio resilience under a range of customisable climate and asset assumptions

How did XDI help?

XDI conducted an analysis of each individual asset. The analysis incorporated outputs under a range of climate scenarios and accommodated a range of asset types using XDI’s library of archetypes.

XDI worked with the bank to solve a number of data quality and geocoding challenges, delivering 100% coverage of the nominated assets.

The bank was then able to use XDI’s web-based, self-service platform - the Climate Risk Hub. . The platform delivered results quickly in a data spreadsheet format (CSV) to allow portfolio risk teams to conduct further credit analysis, and in a PDF report with key findings ready for presentation to Boards and committees.

Results

Metrics provided to the client included:

  • Maximum-to-Date Value at Risk
  • Technical Insurance Premium
  • Climate Adjusted Value
  • Productivity Loss
  • Failure Probability
  • Primary hazards driving risk

The Productivity Loss metric was used to calculate impairments to the income earning capacity of the asset, and Climate Adjusted Value was calculated to assess damage to collateral. Taken together, the outputs supported in-depth PD and LGD assessments.

What next?

The analysis allowed the bank to understand what hazards were most responsible for driving the risk profile to the asset and to form a view of credit risk at an asset level. The results could be extended as a basis for client engagement via customer relationship management teams to discuss climate resilience strategies for high risk properties.

icon contact us for support

Contact our sales team

Let’s explore how our experts can deliver your best, most actionable physical climate risk insights.

Secure, assurable results

Delivered how you need it

By physical climate risk specialists

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

Related use cases

Asset management: Benchmark fixed income portfolios

Asset management: Benchmark fixed income portfolios

A global asset manager needed to asses physical climate risks within its fixed income portfolios as part of an internal risk assessment.
Banking: Stress testing and scenario analysis

Banking: Stress testing and scenario analysis

A large banking client sought inputs from XDI to run large-scale Monte Carlo simulations as part of a regulatory climate stress testing exercise. The solution was required across its global residential and commercial lending portfolios. The client also needed to respond to a deterministic scenario prescribed by the regulator.
Asset management: Stewardship of equity and debt portfolios

Asset management: Stewardship of equity and debt portfolios

A global asset manager needed to asses physical climate risks within its equity and debt portfolios to update the market under the TCFD reporting framework.
Asset management: Climate resilience strategies for real asset portfolios

Asset management: Climate resilience strategies for real asset portfolios

XDI worked with a global investment manager with Assets Under Management greater than one trillion US dollars to assess physical climate risks to its real assets portfolio.
Banking: Reporting and disclosure

Banking: Reporting and disclosure

A Domestic Systemically Important Bank (D-SIB) conducted analysis of its key lending portfolios for climate-related physical risk. XDI assisted with the analysis and presentation of information to both internal and external stakeholders.
Asset finance: Due diligence

Asset finance: Due diligence

Acting as an advisor to a large infrastructure transaction, XDI assessed the climate risk profile of a large wind farm. The project team used XDI’s analytics to understand potential climate-related risks to the turbines, the site, and surrounding critical infrastructure as part of its due diligence process. A key focus was operational continuity over the life of the asset.
Commercial banking: Analyse your commercial property portfolio

Commercial banking: Analyse your commercial property portfolio

A major Singapore-based bank with a large commercial lending portfolio in the ASEAN region required insights into climate risks in order to meet new regulatory requirements. The portfolio was subject to a range of climate-related hazards.
Corporate Lending - Analyse your corporate lending portfolio

Corporate Lending - Analyse your corporate lending portfolio

A Global Systemically Important Bank (G-SIB) required analysis of over 4,000 loans to corporate counterparties, globally. The information was required to assess portfolio performance under NGFS scenarios in order to meet regulatory reporting requirements and set internal risk appetites.
Retail banking - Analyse your residential mortgage portfolio

Retail banking - Analyse your residential mortgage portfolio

A major mortgage lender wanted to assess its home loan portfolio for climate-related physical risk in order to understand its impact on serviceability, changes in collateral value and location of portfolio hotspots. It also wanted to use a physical climate risk analysis to set its risk appetite and inform adjustments to lending policies.

From simple, low cost analysis, to complex, detailed and specific,
XDI delivers actionable results

Our vision is not just to identify physical climate risks, but to mitigate them.
XDI can help you develop business plans for adaptation, helping you move from risk to resilience.

Talk to us today to find out more.