Jean-Louis Bertrand (Tardigrade AI): Physical climate risk is now a core financial variable
Jean-Louis Bertrand, president of Tardigrade AI, explains why CFOs must integrate physical climate exposure into asset valuation, capital allocation and risk management.
A familiar financial risk, driven by climate variables
For years, physical climate risk sat outside the finance function. It was viewed as an environmental issue, a facilities concern or an ESG reporting topic. That boundary has collapsed. Across industries, climate hazards directly affect asset values, operating costs, insurance availability, financing conditions and enterprise value. For CFOs, the conclusion is clear: physical climate risk is no longer external. It behaves like any other financial risk, location-specific, measurable and manageable, and increasingly shapes cash-flow stability, capital allocation and long-term valuation. Over the past five years, more than 80% of companies have experienced material impacts from climate events, including asset damage, downtime and supply-chain disruption. For finance leaders, these impacts show up in familiar places: unplanned capital expenditures, rising insurance premiums and deductibles, operating losses, asset write-downs and greater cash-flow volatility. From a finance perspective, the risk mirrors established categories. Geographic hazard exposure parallels FX exposure. Asset vulnerability resembles credit risk. Hazard frequency and severity function like market volatility. Adaptation investment plays the role of risk mitigation. The drivers differ, temperature, flood depth or strong winds, but the financial logic remains unchanged: identify exposure, quantify impact and manage mitigation. Physical climate risk is undergoing the same shift financial risk management once did, from qualitative awareness to quantitative decision support.
A familiar financial risk, driven by climate variables
For years, physical climate risk sat outside the finance function. It was viewed as an environmental issue, a facilities concern or an ESG reporting topic. That boundary has collapsed. Across industries, climate hazards directly affect asset values, operating costs, insurance availability, financing conditions and enterprise value. For CFOs, the conclusion is clear: physical climate risk is no longer external. It behaves like any other financial risk, location-specific, measurable and manageable, and increasingly shapes cash-flow stability, capital allocation and long-term valuation. Over the past five years, more than 80% of companies have experienced material impacts from climate events, including asset damage, downtime and supply-chain disruption. For finance leaders, these impacts show up in familiar places: unplanned capital expenditures, rising insurance premiums and deductibles, operating losses, asset write-downs and greater cash-flow volatility. From a finance perspective, the risk mirrors established categories. Geographic hazard exposure parallels FX exposure. Asset vulnerability resembles credit risk. Hazard frequency and severity function like market volatility. Adaptation investment plays the role of risk mitigation. The drivers differ, temperature, flood depth or strong winds, but the financial logic remains unchanged: identify exposure, quantify impact and manage mitigation. Physical climate risk is undergoing the same shift financial risk management once did, from qualitative awareness to quantitative decision support.
"In practice, adaptation is becoming a condition of insurability."
Translating climate exposure into financial intelligence
The central challenge is quantification. Climate risk becomes actionable only when expressed in financial terms comparable across assets and portfolios. That is the gap Tardigrade AI addresses. The platform converts multi-hazard climate exposure into finance-grade metrics, expected annual loss, climate Value-at-Risk, cost of inaction, EBITDA impact and asset value effects, enabling direct integration into valuation, capital allocation and risk reporting. We operate globally at portfolio scale, allowing comparison across sites, identification of risk concentrations and prioritisation of resilience investments where financial impact is greatest. Exposure is analysed at GPS-coordinate level using up-to-date multi-hazard data and AI modelling, supporting site selection, relocation, investment screening, CAPEX prioritisation and financial reporting. The platform links adaptation cost to financial benefit. By comparing cost of adaptation with cost of inaction, it enables resilience CAPEX to be evaluated using standard capital-allocation logic. Companies are already making the shift. Intersport integrates forward-looking climate projections and financial loss modelling into store location strategy. Decathlon is embedding site-level climate risk into long-term asset valuation. The question for CFOs is no longer whether physical climate risk matters, but whether their organisations can quantify and manage it at the level where financial outcomes occur: the asset, the site and the portfolio.