Enterprise Risk Management Technology Guide 2023

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 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

FactSet Data & Analytics Solutions

Touchstone

Pricing - Tyche Pricing System & Aon Pricing Platform

Reserving - Tyche Reserving System

Aptitude IFRS 17 Solution

Aquantec Ocean

Atidot AI & Analytics Platform - Atidot OPTIMAL

ANNalytica

BW KIDS 4 PRIIPS Tool

SIImplify

With Profits Payout Monitoring Dashboard

Demographic Experience Monitoring Tool

ATOME: Particles

ATOME: Matter

ADVISE® Enterprise Risk Modeler

Conning Allocation Optimizer™

Conning Climate Risk Analyzer™

FIRM® Portfolio Analyzer

GEMS® Economic Scenario Generator

XSG

Detech Optimizer

DEvent

Dynamo Analytics - Psicle

Incisive Essentials - Xcellerator

Integrate

Milliman Mind

ModelSign

Solvency II Compliance Assessment Tool

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™ (Milliman LARA™)

Milliman M-PIRe Valuation & Securitization Software

AXIS™ Actuarial System

Scenario Generation Solutions

Climate Pathways

RiskIntegrity™ Suite

Oasis Loss Modelling Framework

GLASS

Economic Scenario Generator

Phinsys Insurance Suite

CoMeta

ChemMeta

Matching Adjustment Analytics Tool

R³S Software Suite

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

SolvencyTool

SolveXia

Governance, Risk & Compliance System

DataValidator

ResQ Financial Reporter

Unify

Igloo

Radar

ResQ

zeb.control

evo-insight - New Actuarial Modelling and Analytical Platform from Zenith

Actuo SII Engine

IFRS17 Solution

Reserving solution

Solvency II solution

Pricing solution

CLARA Casualty Claim Platform (CLARA Triage, CLARA Treatment, CLARA Litigation, CLARA MSP Compliance, CLARA Optics)

Portfolio Manager

JBA Flood Modelling Technology

IFRS Assess and Risk Analyser

Numerix Insurance Suite

PATOne EDM

Quantee Platform

On-Demand CAT Modelling Services on the Oasis Platform

Graci

Riskonnect

FE Solvency II

Grace Connect GRC Suite

Monitaur

DeepCyc

ForeCyc

Metryc

Escali Financials and Escali Supervision

CALFITEC

Quotech Underwriters Workbench

FIS Insurance Risk Suite (formerly known as Prophet)

LCP InsurSight

SS&C Algorithmics for Insurance

True North Data Platform

Balance Sheet Management (BSM)

Economic Scenario Generation (ESG)

MavenBlue Enterprise Pricing Management (EPM)

Optalitix Models and Optalitix Quote

Montoux Actuarial Automation Platform

Iris Actuarial Platform

CyberCube Analytics - Portfolio Manager

R³S Model Packages

R³S Modeler

R³S Process Manager

R³S Development Manager

Decision Focus

Fathom's Product Stack

Capital - Tyche Capital Model & ReMetrica

Incisive Essentials - Concourse

VIPR INTARGA

VIPR Insights - Data Analytics

Zupervise

Protecht ERM

Slope Software

Camms GRC Software

Quantee next-generation insurance pricing platform powered by AI

Oversight360, a Sicsic Solution

RISKflo

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

XLAudit Spreadsheet Error Analysis and Data Integrity Software

ClimateMAPS

Financial Results Analyzer

Risk Explorer™

RiskAgility FM IFRS 17 Calculation Engine

Predictable Dynamics

Res-Solver™

RiskAgility Financial Modeller

Atlas

iReplicate Policyholder Compression

Asseco IFRS 17 Engine