Defining a relevant insured exposure
Connect the proposed use case to an identifiable risk, enterprise activity, or coverage context. Establish why a particular operating or sustainability signal could be relevant.
Industries & applications
Insurance
Explore how sustainability performance, safety practices, governance, and operational behaviour could contribute to a changing view of industrial insurance risk.
Sector focus
Research the Signals Behind Changing Exposure.
An industrial enterprise’s operating conditions and control environment evolve over time. PCML’s ELDIOS™ concept investigates whether evidence of those changes can be organised into information that insurers can evaluate as part of risk assessment and underwriting research.
This is a planned application area requiring collaboration with insurers and access to suitable exposure and outcome information. A useful starting point is a tightly defined research question with agreed data boundaries, evaluation criteria, and review responsibilities.
Starting with the evidence
Information We Work With
The precise scope depends on the use case and the information available.
- An insurer-defined use case and exposure context
- Enterprise operating, ESG, safety, and governance information
- Appropriate outcome histories and institutional validation criteria
Sector priorities
Questions We Focus On
Explore the operating and management questions that can shape an assessment, advisory engagement, or technology pilot.
Organising changing performance information
Examine the quality and timing of safety, environmental, maintenance, and governance histories. Identify whether the information is consistent enough for longitudinal assessment.
Evaluating relationships with outcomes
Agree how proposed indicators would be compared with relevant exposure or loss experience. Document alternative explanations, data limitations, and the evidence needed to assess usefulness.
Explainable underwriting research
Make the source, calculation, and interpretation of analytical signals visible to institutional reviewers. Define how findings would be challenged and documented.
Pilot governance and integration
Establish the insurer’s review process, data-handling requirements, and conditions for extending a research pilot. Any operational use would require an agreed validation pathway.
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.
- A research use-case and data-feasibility assessment
- A proposed indicator framework and validation plan
- Documented pilot findings for institutional evaluation
Illustrative applications
How the Questions Take Shape
Assessing a safety-performance signal
Investigate whether a consistently recorded change in safety management provides information worth examining alongside other exposure factors.
Reviewing the evidence behind an indicator
Trace a proposed risk signal back to its source history and document what an underwriter would need to understand its meaning.
Putting the work in context
What This Means in Practice.
The objective is to define and validate a useful research application with an insurer. ELDIOS™ remains a development concept whose practical use depends on evidence and institutional review.
Related Capabilities
A closer look
Facts That Put the Work in Context.
Connected disclosure themes
IFRS sustainability disclosures organise information around governance, strategy, risk management, and metrics and targets.
Source · IFRS FoundationRisk-management guidance
ISO 31000 supports risk-management practice. Its role differs from management-system standards used for organisational certification.
Source · ISORegulations & 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.