Setting and embedding your organisation’s data strategy to align with your business strategy.
Data exploration in a secure sandbox environment to understand and remediate data gaps in accuracy and completeness; ensuring that data is readily available for analysts to engage, interrogate and visualise.
Stakeholder training on the uses of data, governance and artificial intelligence (AI).
Alignment of data lineage tools to business requirements, use cases, team size, budget and capability in line with your organisation’s data architecture and external data sources.
Data
strategy
Analytics
and AI
Model risk management
Data
strategy
Data
governance
Model risk management
Analytics
and AI
What we do: Data strategy development | Strategic embedding and alignment | Data exploration | Data remediation | Board and executive training.
Benefits: Your organisation can be certain they have a joined up approach to data that supports your business strategy and gives decision-makers the information they need, while ensuring spend on data resources is focused on alignment to your strategic aims.
What we do: Data governance programmes | Data policies and standards | Data sourcing.
Benefits: Your organisation can be certain that data is sourced, managed, processed and used in a way that meets all internal requirements and external stakeholder regulations, creating a platform for effective data analytics.
What we do: Model risk management | Regulatory insights | Model risk assessments | Model inventory.
Benefits: Your organisation will understand the risks inherent in your model portfolio and be able to take steps to manage those risks as models continue to grow more complex and specialised.
Understanding regulatory expectations, both now and in the future, to ensure a model risk management approach that is fit for purpose.
Evaluating the scale and complexity of your organisation’s model universe and enabling an efficient and effective approach in the translation of existing capital model frameworks into pragmatic and aligned approaches for wider model types.
Designing model definitions, model inventories and model risk assessment protocols that meet the nature and scale of your business.
Implementation and roll-out of model risk assessments.
What we do: Data analytics | Data visualisation | AI strategy | AI control environment | Actuarial modelling.
Benefits: There is a vast amount of value locked away within your organisation’s data. Our end-to-end approach culminates in data analytics supplemented by AI to help you unlock that value and achieve your business aims.
Our skilled team with deep industry expertise helps you tell the story of your data through targeted insights and interactive visualisations, supporting decision-makers with the information they need.
Artificial intelligence (AI) presents new opportunities to work with increasing efficiency for many organisations. Developing a robust AI toolkit and skillset can transform strategic decision-making, risk assessment and forecasting: giving decision-makers the information they need faster than ever before.
Our suport in developmenting a robust strategy and control environment enables you to target investment in AI that helps to unlock its strategic importance for your organisation.
Our AI pilots will help you to develop confidence in your skills and capabilities to progress AI strategically.
Developing and embedding a robust data governance programme to define policies on how data is sourced, managed, owned and used throughout the full data lifecycle.
Mapping data lineage and advising on a range of industry lineage tools, to give clarity over data flows throughout the business, from sourcing to use in analytics and modelling.
Advising on data sourcing, generation or purchase and transformation for storage and retrieval.
Drafting of specific data government policies and standards in line with programme governance and local/global regulations.
Data
governance
Stress testing and scenario analysis
Stress testing and scenario analysis
What we do: Stress testing | Scenario testing | Reverse stress testing | Recovery and resolution planning | Data visualisation.
Benefits: Your organisation will benefit from a custom, realistic and strategically aligned suite of stress testing and scenario analysis to fully understand potential impacts and to help you to take and plan the required actions to build resilience.
Development and integration of stress testing tools to understand the impact of univariate and multivariate stress tests.
Development of custom scenarios to understand failure points and integrate into reverse stress testing.
Integration into recovery and resolution planning with articulation of scenarios and management actions.
Advanced data visualisation to communicate scenario impacts, recovery options and improvements in management.
What we do: Actuarial modelling | Model risk assessment and validation | Internal model revalidation | Data analytics | Data visualisation | Actuarial risk management | ORSA.
Benefits: Your organisation will benefit from a blended skillset combining actuaries with project managers, risk experts and sustainability professionals to provide end-to-end solutions that support your business strategy.
Actuarial advice to insurers, asset managers and pension schemes.
In-house modelling tools and capabilities to validate calculations and support decision-making.
Internal model revalidation and model drift analysis.
Integration with model risk management; assessment and validation of actuarial models.
Risk function support including function oversight, risk opinions and deep dives.
Own Risk and Solvency Assessment Reporting support.
Actuarial and internal model services
Actuarial and internal model services