Long-tail LoB reserving, pricing and
risk capital metrics

…tailored to your company’s volatility,
social inflation and correlation experience.


Read further to see how Insureware’s unique long-tail liability platform, ICRFS™, provides unique interpretable risk insights and can help you:


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One Model. One Truth.
One Source for the Whole Company!




Long-tail liability insurers rely on many sources of data and analysis to manage and assess risks.

ICRFS™ introduces a new standard in long-tail risk management
— delivering a unified, enterprise-wide perspective.

Interactive Risk Analyses

One single composite model output facilitates interactive risk analyses:

  • Interrogating myriad risk characteristics of the company with just mouse clicks during boardroom discussions with C-suite executives, chief actuaries, or other stakeholders based on one single composite model output.
  • Including what If? analyses at warp speed




A Unified, Data-Driven Risk Model


Our Multiple Probabilistic Trend Family (MPTF) modelling framework identifies
a single, optimal composite model across multiple lines of business
and segments.

The model is driven by the data, with future forecast assumptions made explicit and auditable.

ICRFS™ explicitly measures and connects:

  • Social inflation
  • Impact of law reform
  • Process volatility
  • Trend relationships between Case Reserve Estimates and Paid Losses
  • Emerging risks as they develop
  • Common drivers across lines
  • Volatility correlations between businesses and segments

The above, with the accompanying forecast distribution metrics, enables a genuinely enterprise-wide understanding of risk behaviour.

A Single Point of Reference for the Enterprise


ICRFS™ establishes a single, consistent point of reference for risk metrics across all lines of business, segments, and business units.

Rather than managing disconnected spreadsheets and competing views, decision-makers assess social inflation, volatility, correlations, and assumptions within one coherent framework — ensuring alignment across actuarial, risk, and executive functions.

Built for Decision-Makers and the Actuaries
Who Support Them


ICRFS™ empowers senior management to:

  • Interactively explore and interrogate risk characteristics
  • Run what-if scenarios and sensitivity analyses in real time
  • Understand the implications of emerging trends before they materialise

For actuaries: trends, volatility and volatility correlations are measured from the data – and future assumptions can be directly connected to historical experience.

For executives: risk capital decisions are supported by a transparent, company-wide model that reflects the true risk profile of each portfolio.




Modelling Wizard for individual lines


A modelling wizard, optimisation algorithms, and comprehensive statistical diagnostics are used to rapidly identify the optimal, parsimonious model.

The model on a log scale is summarized by four charts:

  • Development period trends;
  • Accident period trends
  • Calendar period trends
  • Process volatility distributions, that is distribution of data about the trends
  • The impact of emerging risks in real time








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