Enterprise Risk Management Technology Guide 2023

RMS: Providing a global view of risk

Moe Khosravy, executive vice president of software at RMS, explains how the Covid-19 pandemic will influence the insurance sector – and why climate risk will be a major area of focus

Moe KhosravyWhat technology trends do you expect to shape the insurance sector over the next two years?

I believe Covid-19 was an aha moment for the insurance industry demonstrating how critical cloud computing is for business continuity and shared workflows, especially as people continue to work from home. But when I say cloud, I'm really referring to the transformative change that comes when software as a service (SaaS) is adopted.

Over the past few months, organisations who relied on SaaS offerings were instantly productive thanks to the ease of access. Cloud has obviously been here for a while, but overnight, industries were forced to accelerate its adoption. The demand is increasing for SaaS architectures to support internal projects, as well as in solutions purchased from vendors.

When we built RMS Risk Intelligence™ (RI), SaaS was a core guiding tenet. We made sure everything can automatically be scaled up and down, there would be zero downtime in updates and that the service is available with mission critical service level agreements for the platform and IQ applications built on top of it.

Building on top of that fabric of elastic compute and storage, you can easily bring in technologies like advanced analytics, machine learning and AI for everything from insights to personalisation, data augmentation and anomaly detections.

How do you expect insurance risk modelling to change post-Covid-19?

Post-Covid-19, more companies will be interested in understanding the risks they're not expecting. They'll want to learn how cloud technology can shape their operations and take advantage of disparate data within different systems.

Our insurance clients are frequently wondering about their cyber risk, continuity and business interruption risk. And they're interested in the big picture of how everything is interconnected.

We're seeing more dynamic modelling start to emerge to better understand these risks. However, to be useful for the industry, these technologies need to both adhere to regulatory requirements and be flexible enough to accommodate new events and data sets.

Having a unified platform allows risk analytics to be taken to a different level, bringing systems together, and ensuring an open and modular approach to extensibility and to development.

What have been RMS's achievements over the past year?

A key major achievement was the delivery of an open and modular platform that unifies model execution and enables effortless scalability to power our IQ applications. We've been spending a lot of time on the user experience and the productivity of our new applications and I think it shows. User experience is important and can be a key differentiator as it dramatically boosts productivity. Applications such as Risk Modeler, ExposureIQ, and SiteIQ are already showcasing some of the new design system thinking.

We are very proud of the HD models we're releasing as well, which are powered by the new platform. They're the next-gen version of our existing models and bring differentiated intellectual property and sophistication in methodology. Take for example a portfolio where locations next to each other could have wildly different risk profiles. Granularity in the modelling and high computing power are necessary to assess the risks and their interconnectivity to other risks.

What will RMS focus on over the next year?

Two areas are top of mind when it comes to our focus over the next year. Covid-19 was a wake-up call to the various types of risk that can correlate across an ecosystem. It validated our focus on continuing to support the industry's understanding of the complexities behind emerging perils like climate, cyber and other risks.

We see technology as a core enabler in supporting an industry challenged with an explosion of data. There is great need for better data quality and data augmentation to improve how we identify small risks that can become large and complicated risks.

A platform becomes powerful when it's not limited by your imagination. We will continue to enhance Risk Intelligence as new risks emerge. Over the next year, we're adding more HD Models and purpose-built IQ applications.

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Guide entries by RMS

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