Calculating baseline carbon footprint: Facilitated emissions for capital markets
In this paper we highlight the challenges and practical considerations for financial institutions in baselining their facilitated emissions.

This is the fourth iteration of this exercise focused on 2024 sustainability disclosures. This edition includes an increased coverage of metrics in scope (e.g. data providers and additional restatement and target setting information). The FIs covered include the following:
The global reach reflects the increasing level of transparency of sustainability disclosures within the financial services sector.
The analysis primarily focuses on the carbon footprint metrics disclosed by the aforementioned FIs, specifically covering the lending activities of Banks and investment activities of Life Insurers & Asset Managers (i.e. financed emissions). Additional data is included regarding operational emissions, target setting, forecasting and sustainable finance activities.
The sustainability reporting landscape continues to evolve rapidly amid heightened geopolitical tensions and a shifting regulatory environment. With frameworks such as TCFD, ISSB, CSRD, and Pillar 3 driving increasingly granular disclosures, financial institutions face growing scrutiny from regulators, investors, and internal stakeholders. In response, leading FIs—particularly G-SIBs with global operations—are revisiting their Target Operating Models to ensure they can meet divergent regional requirements at scale, with EMEA and APAC often setting the pace.
We are observing a divergence in approach: large, globally active Banks/FIs are investing in integrated, enterprise-wide emissions reporting structures, while smaller and regionally focused FIs are prioritising capability building and foundational data improvement. Robust financed emissions metrics are critical—not only to fulfil compliance obligations, but also to inform risk management (e.g. CP10/25, EBA guidelines), enable effective transition planning, identify balance sheet decarbonisation levers and guide balance sheet optimisation. A clear decarbonisation strategy can help institutions align disclosures with strategic priorities and unlock value across sustainability reporting, risk oversight, and net zero transformation.
We are observing a clear divergence in approach to financed emissions reporting: large, globally active FIs are investing in integrated, enterprise-wide reporting structures, while smaller and regionally focused FIs are prioritising capability building and foundational data improvements. This variation reflects differing levels of maturity and resource allocation, often leading to inconsistencies in sustainability disclosures and carbon footprint figures. Below, we outline key market trends and insights observed across the industry, structured around four critical pillars: disclosure, scope & assumptions, data, and target setting & decarbonisation strategy.
Despite existing guidance on scoping and measuring the carbon footprint of financial institutions' lending or investment activities, it is not always prescriptive and often requires judgment. This leads to variations in sustainability reports and carbon footprint figures. Our analysis highlights key findings and considerations for FIs, categorised into the four pillars below: disclosure, scope, data, and target setting and forecasting.
While there is established guidance for measuring financed emissions, it is not fully prescriptive and leaves room for interpretation. As a result, financial institutions (FIs) may apply different approaches, leading to variations in the scope of reported figures. This section outlines these key differences in scoping decisions.
PCAF asset class distribution
Please note, certain asset classes are more relevant to a lending book activities (i.e Banks) compared to investments activities (i.e Life Insurers & Asset Managers) and vice versa. Therefore, motor vehicle loans and capital markets asset classes are not reported on by Life Insurers & Asset Managers.
GHGs in scope
To ensure comparability, we have included only those sectors which are covered by most of the Banks, namely Oil and Gas, Power and Utilities, Automotive and Mining and Metals sectors, which are also the highest emitting sectors. Additionally, we note that the concept of value chain in the context of financed emissions does not apply to mortgages and CRE.
Overall
Of the selected Banks disclosed a PCAF data quality score across any sector. Noting this increase on the 92% of the sample following PCAF guidance, this is due to a bespoke methodology bank providing PCAF metrics in the appendix for ease of comparison.
Oil & gas
Are the mean Scope 1 & 2 and Scope 3 PCAF data quality scores respectively in Oil & Gas across the Bank sample.
Power
Are the mean Scope 1 & 2 and Scope 3 PCAF data quality scores respectively in Power across the Bank sample.
Mortgages
Is the mean Scope 1 & 2 PCAF data quality score in Mortgages across the Bank sample.
Overall
Of the selected Life Insurers & Asset Managers disclosed a PCAF data quality score across any sector.
Listed equity & corporate bonds
Are the mean Scope 1 & 2 and Scope 3 PCAF data quality scores respectively in Listed equity & corporate bonds across the Life insurer and Asset manager sample.
Below we have summarized for the most material sectors/asset class the range of PCAF data quality scores in the following box whisker plots:
To ensure comparability, we have focused on sectors and asset classes which are widely covered by most institutions, namely Oil and Gas, Power and Utilities, Automotive and Mining and Metals sectors. Additionally we have considered the Commercial Real Estate and Mortgages asset classes, which have seen a growing number of disclosures. For Life Insurers & Asset Managers we have included the Listed equity and corporate bonds and Sovereign debt asset classes.
To ensure comparability, we have focused on sectors and asset classes which are widely covered by most institutions.
To explore the full benchmark dataset and gain access to our comprehensive GHG Emissions Analyser, please reach out to our team.
In this paper we highlight the challenges and practical considerations for financial institutions in baselining their facilitated emissions.
Financed emissions baselining is critical but hindered by availability & quality of data. Robust data allows for more effective risk management and greater confidence in decision making, both vital in net zero alignment and decarbonisation strategies. PwC are not only working on market leading initiatives to improve the quality and consistency of financed emissions, but are able to support you in your journey to measurement now.
The UK Government is consulting on implementation options for UK transition plan requirements, emphasising a phased, flexible approach aligned with climate goals and minimising regulatory burden.
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