AI for ESG
Manage your extra-financial risks
Tailored and fast deployable data, AI, and advanced modeling solutions to use accelerators to measure your financial and reputational impacts and anticipate associated risks.

ESG Scoring & Crosswashing
An ESG scoring solution developed in line with our expertise, accurately indicating an entity’s positioning in the E, S and G pillars, as well as the positioning of its competitors.
Goals
Generate
Generate an ESG score reflecting the commitments/initiatives of a particular company or customer portfolio.
Identify
Identify discrepancies between customer perception and the company’s corporate communications to avoid the risk of crosswashing.
Tailor
Tailor your asset portfolio to your sustainable finance strategy.
Benefits
Investor gains
Investors benefit from a transparent scoring methodology and a full-access to relevant information sources.
End-To-End vision
Various levels of granularity for a complete understanding of the factors influencing the score.
Decision-Support tool
Identification of areas contributing to a high score and those requiring mitigation measures.
View use cases
ESG CSRD
Our mission involved building an ESG reputation score for their investment portfolio, based on our existing solution, integrating both media/public perception and sustainability reports.
Valorisation of risks associated to climate change
A solution for assessing physical and transition risks and their economic impact on companies
Goals
Quantify
Quantify physical and transition risks of an asset portfolio based on pre-defined scenarios and their associated impacts.
Integrate
Integrate climate risks into portfolio financial performance assessment.
Monitor
Monitor the performance and content of the asset portfolio at medium & long terms.
Benefits
Maximum profitability
Better management of risk and uncertainty by integrating exceptional and recurring
physical risks.
Risk migration
Help select best-suited mitigation measures to reduce future losses with respect to geographical zones and sectors.
Sustainable objectives
Evaluate the costs of transition to achieve a pre-defined sustainable strategy.
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ESG Assessment – Flood Risk
Our ESG physical model for flood impact assessment determines flood-prone areas by municipality in France, classifying floods into three severity levels. It generates future scenarios for each flood level and uses sector-specific damage functions to assess the impacts.
Transition climate risk – Dynamic rating
The model assigns a dynamic rating to homes in France for the period 2024-2050, based on their Energy Performance Certificate (DPE) and current energy scenarios (including heating).
