Governance, Risk & Compliance
QUANTITATIVE AI RISK MODELING
Stop guessing with 'High/Medium/Low'. Faltrox Security uses Monte Carlo simulations and FAIR methodology to calculate your Cyber Risk in actual dollars. Our AI engines analyze threat intelligence and asset value to predict Annualized Loss Expectancy (ALE), helping CISOs justify budgets with financial precision.
Overview
What Is Cyber Risk Management?
Cyber risk management is the ongoing program that measures your cyber risk in financial terms and keeps that measurement current. We model loss exposure with the FAIR model and Monte Carlo simulation, express it as a probable range of annual loss the board can weigh against other business risks, track key risk indicators continuously, and use the results to size cyber insurance and rank security investments. It is not a one-off exercise: the model is refreshed as your assets, controls and the threat landscape change.
The Board doesn't speak "SQL Injection". They speak "Revenue Impact". We translate technical vulnerabilities into financial probabilities.
We answer the hard questions: 'How much ransomware insurance do we need?' and 'What is the ROI of buying this new EDR solution?' with mathematical confidence.
Request assessmentLandscape
Strategic Modules
Strategies to identify, assess, and prioritize your biggest threats.
Cyber Insurance Advisory
Sizing cover and retention against your modeled loss ranges, and preparing the control evidence underwriters ask for at renewal.
Quantitative Analysis
Using Monte Carlo simulations (FAIR) to predict the financial range of probable losses in millions of dollars.
Threat Modeling
Decomposing application architectures (STRIDE) to find design flaws before code is even written.
Business Impact
Conducting Business Impact Analysis (BIA) to determine RTO/RPO and how downtime affects revenue.
Third-Party Risk
Evaluating the security posture of your vendors (TPRM) to ensure they aren't your weakest link.
Continuous KRI Monitoring
Key risk indicators tied to each loss scenario, tracked between board cycles so you see exposure rising before it becomes a loss.
Process
The Framework
Risk = Threat Event Frequency × Loss Magnitude.
- 01
VALUATION
Defining your 'Crown Jewels' (data, PII, IP) and assigning monetary value to their loss or unavailability.
- 02
MODELING
Identifying plausible threat scenarios (e.g., 'Ransomware hits Payment Gateway').
- 03
SIMULATION
Running Monte Carlo simulations (10,000 iterations) to predict Annualized Loss Expectancy (ALE).
- 04
TREATMENT
Deciding whether to Avoid, Mitigate, Transfer (Insurance), or Accept the risk.
- 05
REPORTING
Presenting the findings to the Board in a language they understand: Money.
- 06
MONITORING
Tracking Key Risk Indicators (KRIs) to see if risk is increasing or decreasing over time.
Scope
Risk Drivers
What creates financial uncertainty for your business?
Operational Downtime
Every minute your website is offline costs $X in lost sales.
Regulatory Fines
GDPR violations can cost up to 4% of global turnover.
Legal Liability
Class-action lawsuits following a data breach.
Ransom Payment
The direct cost of paying an extortionist to get data back.
Outcomes
Key benefits
Make better decisions.
Justify Budget
Show the CFO how much probable loss a new control removes, in currency. Quantitative risk turns 'security spending' into a board-defensible investment with measurable ROI.
Prioritize Fixes
Stop fixing Low/Medium bugs that don't matter. Focus on the Criticals that cost money.
Improve Trust
Show customers and partners that you manage data responsibly.
Lower Premiums
Demonstrate mature controls to negotiate better rates on Cyber Insurance.
Regulatory Compliance
Meet the risk assessment requirements of ISO 27001, HIPAA, and SOC 2.
Unified Language
Get IT, Security, and Business teams speaking the same language: Risk.
Who we serve
Who We Serve
CISOs
Leaders who need to communicate security value to the Board.
Board Members
Directors who need to understand their liability and fiduciary duty.
Compliance Officers
Professionals managing GRC programs like SOC 2 or ISO.
Differentiators
Why Faltrox?
| Feature | Standard vendor | Faltrox Security |
|---|---|---|
| Methodology | Automated scanning | Manual exploit chaining with AI assist |
| Validation | Scanner output | Every finding reproduced by a practitioner |
| Business logic | Ignored | Deep inspection |
| Reporting | Generic PDF | Dev-ready artefacts and proofs of concept |
| Re-testing | Extra cost | Included |
Compliance
Compliance aligned
Our methodology and reports are structured to satisfy rigorous security audits.
Frameworks we map to
- FAIR
- NIST IR 8286
- ISO 31000
- ISO 27005
- COSO ERM
- SOC 2
Audit ready
Letters of attestation included.
Standardised
OWASP ASVS and NIST 800-115.
FAQ
Common questions
01Qualitative vs. Quantitative Risk?
Qualitative uses 'High/Medium/Low' heatmaps. Quantitative uses $$$ (e.g., 'This risk costs $50k/year'). We specialize in moving clients to Quantitative using the FAIR model.
02How is this different from a cybersecurity risk assessment?
A cybersecurity risk assessment is a one-off, qualitative exercise: it scores each risk by likelihood and impact and delivers a risk register and treatment plan. Risk management is the continuous, quantified program: it models loss exposure in financial terms with FAIR, tracks key risk indicators between board cycles, and keeps the numbers current as the business changes. The assessment is often the starting point for the program.
03What is a Risk Register?
The master document tracking every identified risk, its owner, its score, and the plan to fix it. We build and maintain this for you.
04How do you help with Cyber Insurance?
Insurers demand proof of controls. The quantified loss model shows how much cover you actually need, and the control evidence we maintain supports your underwriting questionnaire at each renewal.
05What is Third-Party Risk?
The risk that your vendors (partners, software supply chain) get hacked and it impacts you. See our Vendor Risk Management service for details.
06Do you fix the risks?
We provide the Treatment Plan (what to fix and how). We can also help implement the fixes (Remediation) as a separate engagement.
Keep exploring
Related services
- 01
Governance, Risk & Compliance
Compliance & Certification Readiness
Achieve SOC2, ISO 27001, PCI DSS, HIPAA, and GDPR compliance with expert guidance, gap assessments, and audit-ready documentation.
- 02
Governance, Risk & Compliance
DPDP Act & Data Privacy Compliance
Navigate data privacy regulations with expert GDPR, CCPA, and PDPA compliance assessments, data mapping, and privacy program design.
- 03
Governance, Risk & Compliance
Vendor & Third-Party Risk Management
Assess and manage the security risks of your third-party vendors and suppliers with our vendor risk management program.
Start an engagement
Secure what’s next.
Speak with the engineering team to define scope, walk through the methodology, and decide whether Faltrox is the right team to test and run your environment.
Contact us