Which actuarial consulting firms specialize in cyber risk modeling?
Data as of Sep 21, 2026 · Based on 288 AI responses from ChatGPT Search and Google AI Mode · See how Parse measures this
Data as of Sep 21, 2026 · Based on 288 AI responses from ChatGPT Search and Google AI Mode · See how Parse measures this
Specialized cyber risk modeling is provided both by large consulting firms that integrate risk quantification into their actuarial practices and by dedicated data analytics companies. For comprehensive consulting that bridges cybersecurity and actuarial modeling, firms like 
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Named in 77% of answers
CyberCube is the best fit for insurance organizations requiring dedicated cyber risk analytics software. They provide specialized data, threat intelligence, and modeling to inform complex underwriting decisions.
Named in 72% of answers
Named in 71% of answers
WTW is a leader for organizations needing to bridge cybersecurity with actuarial modeling. They help quantify risks in financial terms, align cyber resilience with business strategy, and optimize insurance programs.
Named in 51% of answers
Source | Citation share |
|---|---|
CyberCube Consultinghttps://www.cybcube.com/services/cybercube-consulting | 6% |
Cyber Risk Consulting - WTWhttps://www.wtwco.com/en-us/solutions/services/cyber-risk-consulting | 4% |
Actuarial and Analytics - Aonhttps://www.aon.com/en/capabilities/risk-management/actuarial-and-analytics | 4% |
 Risk modeling serviceshttps://www.pwc.com/us/en/services/audit-assurance/risk-modeling-services.html | 3% |
 Actuarial services and consulting services | Services | RSM UShttps://rsmus.com/services/financial-management/actuarial-services.html | 3% |
CyberCube - Cyber Risk Analytics & Modeling for the Insurance Markethttps://www.cybcube.com/ | 2% |
 Cyber Risk Models for Insurance – Moody’shttps://www.moodys.com/web/en/us/capabilities/cyber-risk/insurance-cyber-risk.html | 2% |
 Actuarial Services - Bates Grouphttps://www.batesgroup.com/service/actuarial-services | 2% |
Actuarial Risk Consulting & Management | Aonhttps://www.aon.com/risk-services/actuarial | 2% |
 Actuarial Services | EY - UShttps://www.ey.com/en_us/services/consulting/actuarial-services | 2% |
Several actuarial and risk-consulting firms have substantial cyber-risk modeling capabilities. The market is somewhat specialized because cyber has limited historical loss data and rapidly changing exposure, so the strongest practitioners often combine actuarial modeling with cybersecurity, catastrophe modeling,…
Several actuarial and risk-consulting firms have substantial cyber-risk modeling capabilities. The market is somewhat specialized because cyber has limited historical loss data and rapidly changing exposure, so the strongest practitioners often combine actuarial modeling with cybersecurity, catastrophe modeling, threat intelligence, and scenario analysis.
CyberCube isn't a traditional actuarial consulting firm, but it is one of the more specialized names in cyber catastrophe/risk modeling. Its consulting practice combines actuarial modeling, cyber expertise, threat intelligence, and bespoke scenario modeling for insurers, reinsurers, brokers, and ILS transactions.
If your objective is specifically building or validating a cyber loss model, rather than general cyber consulting, I'd distinguish the market into three groups:
| Need | Firms to investigate |
|---|---|
| Actuarial pricing / reserving / portfolio analytics | Aon, Milliman, SIGMA |
| Cyber catastrophe / systemic-risk modeling | CyberCube, Aon |
| Enterprise cyber-loss quantification / insurance strategy | Aon, Milliman, Oliver Wyman |
| Independent model validation / governance | PwC, Milliman |
| Captive / alternative risk financing | Aon, Oliver Wyman, SIGMA |
If you tell me whether you're looking for (1) a consultant to build a proprietary cyber model, (2) a vendor/model for cyber catastrophe risk, or (3) an actuarial firm to price/reserve a cyber book, I can narrow this to the most relevant firms and compare their methodologies and typical client base.
Several major global actuarial, risk consulting, and brokerage firms feature dedicated practices specializing in cyber risk modeling, financial quantification, and cyber insurance analytics. - **Milliman** features a prominent specialized [Milliman Cyber Risk](https://www.milliman.com/en/risk/cyber-risk) practice.…
Several major global actuarial, risk consulting, and brokerage firms feature dedicated practices specializing in cyber risk modeling, financial quantification, and cyber insurance analytics.
Would you like to explore these options based on whether you are a corporate buyer looking to quantify risk or an insurer looking to design a product , so I can point you toward the right capability?
Actuarial consulting and risk analytics firms approach cyber risk modeling by translating complex IT security vulnerabilities, threat frequencies, and potential business disruptions into probabilistic financial loss distributions. The primary global actuarial, risk consulting, and broker-advisory firms that specialize…
Actuarial consulting and risk analytics firms approach cyber risk modeling by translating complex IT security vulnerabilities, threat frequencies, and potential business disruptions into probabilistic financial loss distributions.
The primary global actuarial, risk consulting, and broker-advisory firms that specialize in cyber risk modeling and quantification include:
Are you looking for a firm to assist with corporate risk quantification (internal self-insurance/captives) or for insurance product pricing and regulatory filing?
If you mean **actuarial/quantitative consulting firms that can actually model cyber loss frequency, severity, accumulation, capital, and insurance structures**, rather than general cybersecurity consultancies, the strongest names are: - **Milliman** — One of the clearest fits. Its cyber practice explicitly focuses on…
If you mean actuarial/quantitative consulting firms that can actually model cyber loss frequency, severity, accumulation, capital, and insurance structures, rather than general cybersecurity consultancies, the strongest names are:
| Firm | Cyber modeling | Actuarial depth | Insurance/capital | Corporate cyber quantification |
|---|---|---|---|---|
| Milliman | ★★★★★ | ★★★★★ | ★★★★★ | ★★★★☆ |
| Aon | ★★★★★ | ★★★★★ | ★★★★★ | ★★★★★ |
| WTW | ★★★★★ | ★★★★★ | ★★★★★ | ★★★★★ |
| EY | ★★★★☆ | ★★★★☆ | ★★★★☆ | ★★★★☆ |
| PwC | ★★★★☆ | ★★★★★ | ★★★★★ | ★★★★☆ |
| Oliver Wyman | ★★★★☆ | ★★★★★ | ★★★★★ | ★★★★☆ |
| SIGMA | ★★★★☆ | ★★★★★ | ★★★☆☆ | ★★★☆☆ |
| Spring | ★★★☆☆ | ★★★★☆ | ★★★★☆ | ★★★☆☆ |
If your goal is specifically building or validating a stochastic cyber-loss model, I'd start with Milliman, Aon, and WTW. They have the clearest combination of actuarial expertise, cyber-specific modeling, and insurance-market experience.
One important distinction: CyberCube is highly relevant to cyber catastrophe modeling, but it is primarily a cyber risk-model/software provider, not an actuarial consulting firm. Its models are widely used for portfolio and systemic cyber-risk analysis.
If you tell me whether you're looking for (1) an insurer/reinsurer model, (2) corporate cyber-risk quantification, (3) captive/insurance optimization, or (4) a vendor to build a bespoke stochastic model, I can narrow this to the 3–5 best firms and compare their actual modeling capabilities.
Yes. If by **“actuarial consulting firms”** you mean firms that combine actuarial modeling with cyber-loss quantification, cyber insurance, capital modeling, and scenario analysis, these are some of the strongest names to investigate: - **Milliman** — Particularly strong on the actuarial side. Its cyber practice…
Yes. If by “actuarial consulting firms” you mean firms that combine actuarial modeling with cyber-loss quantification, cyber insurance, capital modeling, and scenario analysis, these are some of the strongest names to investigate:
If your goal is building/validating a stochastic cyber-loss model, I'd put Milliman, WTW, Aon, and CyberCube at the top of the initial shortlist.
If you're an insurer/reinsurer looking for portfolio aggregation, pricing, accumulation, or capital modeling, WTW, Milliman, Aon, and CyberCube are especially relevant.
If you're a corporate risk manager/CISO trying to quantify cyber exposure and decide how much insurance to buy, WTW's Cyber Quantified and Aon's Cyber Impact Analysis are particularly purpose-built for that problem.
If you're interested in actuarial careers specifically, rather than hiring a consultant, I can also rank these firms by how much actual cyber actuarial modeling work their teams do, typical roles, compensation, and which ones are best for an FCAS/ACAS career.
`Major actuarial and global risk consulting firms` have heavily integrated cyber risk modeling and quantification into their practices, translating technical cybersecurity vulnerabilities into probabilistic financial loss metrics.[](https://www.wtwco.com/en-us/solutions/services/cyber-risk-consulting)…
Major actuarial and global risk consulting firms have heavily integrated cyber risk modeling and quantification into their practices, translating technical cybersecurity vulnerabilities into probabilistic financial loss metrics.
The primary actuarial consulting firms and major consultancies offering specialized cyber risk modeling include:
Are you looking for cyber risk modeling to price insurance products , or to quantify enterprise financial exposure for your own organization?
If you mean **actuarial/quantitative consulting firms with dedicated cyber-risk modeling or cyber-loss quantification capabilities**, the strongest names to look at are: - **Aon** — Particularly strong for cyber **loss modeling, actuarial analysis, risk financing, and insurance optimization**. Aon explicitly lists…
If you mean actuarial/quantitative consulting firms with dedicated cyber-risk modeling or cyber-loss quantification capabilities, the strongest names to look at are:
| If you need… | Firms I'd investigate first |
|---|---|
| Enterprise cyber-loss quantification | WTW, Aon |
| Actuarial cyber insurance pricing/modeling | Milliman, WTW, Aon |
| Cyber insurance program / limits optimization | WTW, Aon |
| Capital / solvency / insurer modeling | Milliman, WTW, EY |
| Cyber + cybersecurity + financial impact analysis | Aon, WTW |
| Independent actuarial perspective | Milliman |
The distinction is important: firms such as Aon and WTW combine actuarial modeling with brokerage/risk advisory, whereas Milliman is more naturally positioned as an independent actuarial consulting firm.
If you're evaluating firms for a specific project—for example, building a stochastic cyber-loss model, estimating a company's 1-in-100 cyber VaR, pricing a cyber insurance portfolio, or modeling systemic cyber accumulation—I can also give you a more specialized list of 10–15 firms, including boutique cyber-modeling firms and the specific models/platforms they use.
Several major global actuarial consulting firms, risk-management consultancies, and specialized analytics providers focus on cyber risk modeling and quantification. They combine traditional actuarial loss-probabilty mathematics with cybersecurity threat intelligence to measure digital risk in financial terms. 1. Major…
Several major global actuarial consulting firms, risk-management consultancies, and specialized analytics providers focus on cyber risk modeling and quantification. They combine traditional actuarial loss-probabilty mathematics with cybersecurity threat intelligence to measure digital risk in financial terms.
If you'd like to narrow this down, let me know:
EY
ey.com
Major global actuarial and risk consulting firms that specialize in **cyber risk modeling, financial quantification, and insurance portfolio analytics** include: - **[Milliman](https://www.milliman.com/en/risk/cyber-risk)** : Provides dedicated cyber risk services combining actuarial rigor with scenario modeling,…
Major global actuarial and risk consulting firms that specialize in cyber risk modeling, financial quantification, and insurance portfolio analytics include:
If you'd like, I can provide details on:
Let me know how you'd like to proceed!
If you mean **actuarial/insurance consulting firms with genuine cyber-risk modeling capability**—rather than general cybersecurity consultancies—the strongest names are: - **[aon.com](https://www.aon.com/?utm_source=chatgpt.com)** — Probably the broadest actuarial + cyber analytics offering. Aon explicitly lists…
If you mean actuarial/insurance consulting firms with genuine cyber-risk modeling capability—rather than general cybersecurity consultancies—the strongest names are:
| If your primary need is… | Firms I'd shortlist |
|---|---|
| Cyber insurance pricing / actuarial work | Aon, WTW, Gallagher Re, Milliman |
| Cyber catastrophe / accumulation modeling | Aon, Moody's RMS, CyberCube, Gallagher Re |
| Bespoke cyber scenarios and loss modeling | Aon, CyberCube, WTW |
| Enterprise cyber capital / risk quantification | Milliman, Aon, WTW, EY |
| Cyber reinsurance | Gallagher Re, Aon, WTW |
| Building/validating an internal cyber model | Milliman, Aon, WTW, CyberCube |
One important distinction: CyberCube and Moody's RMS are primarily cyber-risk model providers, whereas Aon, WTW, Milliman and Gallagher Re can combine third-party models with actuarial judgment, bespoke scenarios, portfolio analysis and insurance/reinsurance advice. For an insurer or reinsurer looking for an external actuarial modeling engagement, I'd therefore start with Aon, WTW, Milliman and Gallagher Re.
If you tell me whether you're looking for (1) an insurer's pricing model, (2) cyber CAT/accumulation modeling, (3) corporate cyber risk quantification, or (4) model validation, I can rank the firms specifically for that use case.
EY
ey.com
