Enterprise Risk Management Technology Guide 2024/25

Milliman: Maximising the power of data

Pat Renzi, a principal with the life technology solutions practice at Milliman, explains how access to data is driving technology innovation that will shape the insurance sector in the future

Pat Renzi, a principal with the life technology solutions practice at Milliman, explains how access to data is driving technology innovation that will shape the insurance sector in the future

Pat RenziWhat technology trends do you expect to shape the insurance sector?

There are many technologies that are having an impact, including the cloud, the internet of things, artificial intelligence and blockchain. But the theme is leveraging these technologies to bring value to the customer through access to information.

Being able to understand data in new and different ways is really exciting and will allow the insurance industry to enter new markets and shape products and services to really meet the needs of customers. It will allow us to shift from a transactional customer relationship to an ongoing value-based one.

Will Covid-19 transform the insurance sector?

I hope so, but I am concerned Covid-19 could delay our digital transformation. Prior to the pandemic, I was encouraged to see more insurance companies looking at investing in disruptive technology solutions. But I worry the many other challenges that Covid-19 has brought to the industry will slow that trend as insurers have had to buckle down and deal with the immediate issues from the pandemic.

While the crisis has highlighted why the insurance industry needs to digitise, given much of the investment is through partnerships with start-ups, I worry those small start-ups are not going to be able to wait until insurers are ready to switch their focus back to innovation.

How has Milliman been able to help insurance clients during the pandemic?

Our solutions are focused on leveraging technology to provide efficiency and scalability. During the initial stages of the pandemic, one of our clients was monitoring its solvency position every two hours in real time. With our technology, our client could see what happened to the markets and re-run capital calculations to understand the impact. This is a great example of technology providing the data and insight to make informed decisions quickly and confidently.

Do you welcome the delays to the LDTI and IFRS 17 accounting standards?

LDTI in the US was on a very fast timeline and companies had to be extremely focused on implementation, and they still are. But in trying to deal with the Covid-19 crisis and internal and external issues, they really needed LDTI to be delayed.

But the bigger issue in my mind is giving companies time to understand how to tell the story around results. For LDTI and IFRS 17, having that extra year gives companies time to internally monitor the impact of new regulation and fully understand how and why results change from period to period.

What enhancements is Milliman planning to its products over the next year?

We are focused on expanding our data tools. To be able to look at data over time and support companies to better manage their business and help customers is our big focus now. We have built a powerful data solution within the Integrate platform.

From our perspective, we have the technology in place and now we are starting to work with our clients to help them fully leverage their data to add value to policyholders, shareholders and employees.

Pat Renzi
E: [email protected]
T: +1 646 473 3110

 

Guide entries by Milliman

Numerix Insurance Suite

Montoux Actuarial Automation Platform

Protecht ERM

Psicle

Global Flood Map

Slope Software

SolveXia

Iris Actuarial Platform

DEvent

SS&C Algorithmics for Insurance

Governance, Risk & Compliance System

RISKflo

Risk Explorer™

Predictable Dynamics

Res-Solver™

Graci

Atlas

iReplicate Policyholder Compression

AI Models and End User Computing (EUC) Risk Management Software with AIValidator, Discovery, Inventory and Monitoring Modules

XLAudit Spreadsheet Error Analysis and Data Integrity Software

AI validator for AI model testing

Aquantec Ocean

CLARAty.ai by CLARA Analytics

CoMeta

ChemMeta

IFRS17 Solution

Reserving solution

Solvency II solution

Pricing solution

VIPR INTARGA

VIPR Insights

Solvency II Compliance Assessment Tool

Quantee

evo-insight

R3S Enterprise Option

R3S Toolkit

R3S Modeler

R3S Workflow Manager

R3S Development Manager

Life, Health and Annuities: FIS Insurance Risk Suite

Integrate

Milliman Mind

ModelSign

STAR Solutions NAVI

STAR Solutions VEGA

Milliman Mind–IFRS 17

Arius

Datalytics-Defense

Nodal Claims Triage

Milliman Economic Scenario Generator

Milliman AccuRate Fleet

Milliman Bungalow

Milliman PinPoint

Curv

Milliman Long-term care Advanced Risk Analytics (LARA)

Milliman M-PIRe Valuation & Securitization Software

Portfolio Manager

CyberCube Analytics - Portfolio Manager

Actuo SII Engine

SolvencyTool

ReservingTool

Escali Financials and Escali Supervision

Camms GRC Software

zeb.control

Zupervise

R3S Software Suite

Balance Sheet Management (BSM)

Economic Scenario Generation (ESG)

Enterprise Pricing Management (EPM)

JBA flood models

Montoux Model Copilot

CALFITEC

Mo.net Model Development Studio

Mo.net Operational Modelling Centre

Mo.net Quotations Service

Mo.net Cloud Modelling Service

Mo.net Mobile Modeller

IFRS Assess Enterprise

Optalitix Models

Optalitix Quote

XSG

Decision Focus

Phinsys Insurance Suite

DataValidator

Unify

Igloo

ResQ Financial Reporter

Radar

ResQ

Financial Results Analyzer

RiskAgility FM IFRS 17 Calculation Engine

RiskAgility Financial Modeller

LiveCyc: Global Tropical Cyclone Early Warning System

DeepCyc: Climate Connected Probabilistic Tropical Cyclone Events

Metryc: Global Wind Speed Best Estimate

Xcellerator

Concourse

GEMS® Economic Scenario Generator

FIRM® Portfolio Analyzer

ADVISE® Enterprise Risk Modeler

Conning Climate Risk Analyzer®

Conning Allocation Optimizer®

Grace Connect GRC Suite

JBA Vision - expert flood risk data on an easy-to-use online platform

ANNalytica

BW KIDS 4 PRIIPS Tool

SIImplify

With Profits Payout Monitoring Dashboard

Demographic Experience Monitoring Tool

Asseco IFRS 17 Engine

Quotech Underwriters Workbench

VIPR INTRALI

LCP InsurSight

Quex (Quotech Exposure Management module)

Detech Optimizer

Touchstone

VIPR PORTAL

Kroll Property Insurance Valuation Platform

AXIS™ Actuarial System

Scenario Generation Solutions

Climate Pathways

RiskIntegrity™ Suite

IFRS Assess and Risk Analyser

Milliman Regulatory Insurance Intelligence - Objection Database

General/Property and Casualty: Insurance Risk Suite - GI Edition

IFRS 17 Reporting: Insurance Risk and Accounting Suite for IFRS 17

Aon’s Capital Modelling Suite

Cloud and Managed Services: Insurance Risk Suite Managed Cloud Services / Production Manager

AI and Machine Learning: Predictive Analytics, Experience and Rating Manager

Oasis Loss Modelling Framework

Data Governance: Data Repository, Flexible Results and Flexible Results API

Automation: Process Orchestrator, Process Manager

FactSet Multi-Asset Class Analytics & Risk Solutions

FactSet Performance System & Client Reporting Solutions

Cash Flow Testing

Private Capital Data Aggregation Services & Reporting

Aon’s Life Risk Modeling Suite

Aptitude IFRS 17 Solution

Atidot AI & Analytics Platform - Atidot OPTIMAL

ATOME: Particles

ATOME: Matter

True North Data Platform

FE Solvency II

Monitaur

GLASS

Economic Scenario Generator

ClimateMAPS

PATOne EDM

Riskonnect