Enterprise Risk Management Technology Guide 2024/25

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 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

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