ESG-linked insurance risk assessment
Explore how safety, governance, environmental performance, and operating practices could provide information about changing exposure. Define which signals are relevant to a particular insured risk and why.
PCML Systems
Financial Risk Applications
Explore how operational, sustainability, and governance signals could inform insurance risk assessment, credit review, and industrial investment due diligence.
Planned applications
Our approach
Connect Operating Evidence With Financial Questions.
Financial review often depends on information about how an enterprise operates and how its risk profile changes. PCML’s roadmap explores ways to translate industrial and sustainability signals into evidence that financial institutions can examine alongside their existing processes.
ELDIOS™, the ESG-Linked Dynamic Insurance Optimisation System, is the original insurance-related development concept. The broader roadmap considers banking and investment use cases, with deployment dependent on suitable data, institutional collaboration, model validation, and the requirements of the relevant decision process.
Starting with the evidence
Information We Work With
The precise scope depends on the use case and the information available.
- Defined insurance, credit, or due-diligence use case
- Operational, safety, sustainability, and governance histories
- Relevant exposure or outcome information agreed with the institution
- Institutional review criteria, data-access controls, and validation requirements
PCML Systems
Areas of Focus
Explore the work within this capability, the decisions it can inform, and the information needed to develop a useful result.
ELDIOS™ and dynamic underwriting research
Investigate how changes in enterprise performance might support an ongoing view of insurance risk. Research would examine data quality, temporal relationships, explainability, and the evidence needed for insurer review.
Operational signals for credit review
Explore whether reliability, production continuity, resource exposure, and compliance information could add context to an industrial borrower review. Align any proposed indicators with the institution’s credit process.
Climate and transition exposure
Structure information about how physical hazards, emissions-related costs, technology shifts, and regulatory changes might affect an enterprise. Identify assumptions and where specialist financial or climate analysis is needed.
Industrial investment due diligence
Organise operating, sustainability, governance, and supply-chain information to support a defined diligence question. Trace findings to source evidence and identify areas needing technical investigation.
Scenario and sensitivity analysis
Explore the consequences of operating disruption, cost changes, or performance improvement under stated assumptions. Show how results change when key inputs vary.
Explainability and decision traceability
Retain a clear relationship between source information, analytical indicators, and model outputs. Enable institutional reviewers to understand the basis, uncertainty, and limitations of a proposed signal.
Institutional validation and integration
Define a pilot with an insurer, bank, or investment institution. Establish evaluation criteria, review responsibilities, data-handling requirements, and conditions for considering further deployment.
Defining the work
From a Defined Question to a Reviewable Output.
We agree the boundaries, responsibilities, and intended outputs at the start. Depending on the assessment or pilot, the scope can include the following.
- Use-case and data-feasibility assessment
- Proposed indicator or model specification
- Pilot validation plan with explainability and review requirements
- A documented pathway for further institutional evaluation
Illustrative applications
How the Questions Take Shape
Researching a changing insurance profile
Explore whether sustained changes in safety and maintenance records provide information that an insurer would consider relevant to exposure.
Supporting industrial due diligence
Bring operational continuity, emissions, and governance evidence together for a structured review of an industrial enterprise.
Putting the work in context
What This Means in Practice.
These are planned research and development applications. The intended value is a more informed institutional review, with the meaning and use of any analytical output established through validation and the institution’s own governance.
A closer look
Facts That Put the Work in Context.
Categories across the value chain
GHG Protocol’s Scope 3 guidance covers categories from purchased goods and transport to product use and investments.
Source · GHG ProtocolInitial CBAM goods groups
Cement, iron and steel, aluminium, fertilisers, electricity, and hydrogen are covered through specified CN codes and exclusions.
Source · European CommissionConnected disclosure themes
IFRS sustainability disclosures organise information around governance, strategy, risk management, and metrics and targets.
Source · IFRS FoundationRegulations & standards
Understand the Framework Around the Work.
Explore applicability, current status, key preparation tasks, and primary sources for Indian requirements and selected international regimes.
Explore the regulatory hubConnect with PCML
What Challenge Are You Working On?
Let’s explore your enterprise risk, operational, or sustainability priorities.