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Quantitative assessment

IFRS 17 analytics

Support quantitative assessment and structured vendor benchmarking for IFRS 17 analytical tools, within verified experience boundaries.

Regulatory context

What makes the work necessary

The source portfolio verifies experience benchmarking IFRS 17 vendor solutions with a quantitative scoring framework. It does not establish actuarial sign-off authority or full end-to-end IFRS 17 delivery.

Common challenges

Signals that the current approach needs attention

Vendor capabilities are difficult to compare consistently

Technical and operational criteria are weighted informally

Decision evidence is not reproducible

Intended outcomes

Capabilities the engagement is designed to create

  • Transparent evaluation criteria and weightings
  • Reproducible quantitative comparison
  • Documented assumptions, limitations and decision evidence
Deliverables

Tangible outputs for analysis and handover

Requirements and criteria matrix
Quantitative scoring framework
Sensitivity analysis
Decision documentation
Methodology

Structured from framing to transfer

Each stage leaves an output that can be reviewed before the next stage begins.

01 Frame Clarify the question, users, outputs and governance requirements.
02 Assess Review data, methods, tools, controls and model risk.
03 Model Prepare data, test assumptions and build transparent analysis.
04 Validate Challenge performance, stability, implementation and limitations.
05 Automate Add repeatable code, controls, reconciliation and logging.
06 Transfer Document, train, hand over and define monitoring.
Models and methods

Methods selected around the analytical purpose

  • Multi-criteria scoring
  • Weighting
  • Sensitivity analysis
  • Vendor benchmarking
Technology

The tool follows the control environment

  • Python
  • R
  • Excel
Frameworks
  • IFRS 17
Data requirements

Evidence needed to support the scope

  • Agreed functional and technical requirements
  • Comparable vendor responses and evidence
Governance

Controls that preserve accountability

  • Evaluation criteria and weights are approved before scoring
  • Limitations and conflicts are recorded
Related experience

Source-verified implementation examples

Related experience exists in the source portfolio. No additional public case study is published until confidentiality and detail are reviewed.

Frequently asked

Before scoping the work

Does this service provide actuarial sign-off?

No. The verified source experience is quantitative vendor benchmarking. Any actuarial opinion or sign-off must be provided by an appropriately qualified actuary.

Can the scoring framework be adapted to internal tool selection?

Yes, provided requirements, evidence standards and decision governance are agreed.

Next step

Discuss a ifrs 17 analytics requirement.

A short brief is enough to establish whether this is a fit. Describe the situation in general terms only. Do not send client data or model files.

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