CYBER SURVIVABILITY QUANTIFICATION
Measure your modeled resilience posture across critical cyber, operational, infrastructure and physical disruption scenarios. Free. No login. Nothing is transmitted to our servers.
AI-CRRQ™ gives CISOs, CROs, and boards a structured, explainable Survival Index™ score that represents modeled operational survivability across defined cyber, operational, infrastructure and physical disruption scenarios, before the crisis hits.
It gives security, IT, GRC, legal, finance, HR, facilities, and audit teams a shared survivability view across 20 operational disruption scenarios, complementing your existing controls, BCP, and governance programs.
The Survival Index™ is a directional self-assessment tool based on your inputs. Actual outcomes in a real cyber incident depend on many variables and cannot be guaranteed.
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AI-CRRQ™ is a structured analytical framework using deterministic scoring. It does not use machine learning or predictive AI models. All outputs are directional and intended for decision support only.
The name describes what the framework measures, not how it calculates. AI-CRRQ™ was built for AI-era disruption: AI-enabled attacks, model failure, and agentic systems acting outside their boundaries are explicit scenarios in the framework. The Survival Index™ itself is deterministic. The same inputs always produce the same score, with no machine learning and no predictive modelling anywhere in it.
Sources: Global cybercrime cost estimate (2025) — Cybersecurity Ventures, 2025 Official Cybercrime Report. Breach lifecycle (241 days: 181 to identify, 60 to contain) — IBM / Ponemon Institute, Cost of a Data Breach Report 2025. Operational disruption (70%) — IBM / Ponemon Institute, Cost of a Data Breach Report 2024. Regulatory timeframes — NYDFS 23 NYCRR Part 500.17; SEC Form 8-K Item 1.05. Figures are cited for context and are not outputs of the AI-CRRQ™ model.
Framework methodology: how the model is built, and what it does not yet establish →
Organizations are simultaneously managing cyber threats, AI system failures, climate-driven physical disruptions, supply chain collapse, and regulatory enforcement, often in the same quarter. Yet most boards still receive a single-dimensional risk report focused on controls, not on whether the organization can actually keep operating through any of it.
AI-CRRQ™ was built for this exact moment. One framework. One score. Multiple disruption scenarios.
Organizations increasingly face several kinds of disruption at once: cyber, physical, operational and regulatory, rather than one threat at a time.
DORA requires financial entities to demonstrate ICT operational resilience, and NYDFS Part 500 sets business continuity and disaster recovery requirements. The SEC requires disclosure of material cyber incidents and a description of risk-management processes. The EU AI Act imposes risk-management, robustness and accuracy obligations on high-risk AI systems.
AI is simultaneously the fastest-growing attack vector and the most fragile new operational dependency. Both require survivability measurement.
Three operational vectors combine into one survivability number: the Survival Index™. Deterministic Model
Operational Response Capability Index. Measures leadership readiness, crisis command clarity, and incident response maturity. The framework is built on the view that organizations often fail to sustain operations because leadership lacks tested crisis command, not because defenses were breached. That is a design assumption the model exists to test, not a demonstrated finding.
Recovery Velocity Index. RTO/RPO attainment, failover capability, backup integrity, and business continuity plan maturity. How quickly and reliably can your organization restore critical operations after an incident?
Threat Exposure Index. Financial exposure, breach probability, regulatory penalty risk, and attack surface breadth. As the primary pressure variable, higher threat exposure directly reduces survivability, even when resilience is strong.
Every major cyber incident reveals the same pattern: organizations with strong security programs still went dark, not because defenses failed, but because no one had measured whether they could keep running.
NIST CSF, ISO 27001, Zero Trust, and FAIR are essential frameworks that measure security maturity, control compliance, and financial risk exposure. These frameworks are not primarily designed to produce a single operational survivability score.
AI-CRRQ™ doesn’t replace those frameworks. It complements them. FAIR answers how much you could lose. NIST CSF and ISO 27001 answer how mature your controls are. AI-CRRQ™ asks whether you can keep operating while you lose it, with a single Survival Index™ score that tells you where you’ll fail first.
The same three vectors apply across every scenario. The scenario drives the inputs; the score shows your modeled survivability posture under it.
Ransomware, internet takedown, AI-enabled attack, supply chain compromise, insider threat, zero-day, cloud outage, business email compromise.
Data center fire, power grid failure, hardware failure, natural disaster, telecom failure, facility loss.
Key person loss, regulatory action, third-party failure, AI model failure, mass data breach, pandemic or workforce crisis.
Two ways to engage, both built on the same Survival Index™ formula. Choose the starting point that fits your organization.
AI-CRRQ™ assessments are personally led by Alim Abdul, the framework's founder and architect, bringing 30+ years of cybersecurity and governance leadership directly to every engagement. As demand grows, AI-CRRQ™ intends to train additional practitioners to extend delivery capacity while preserving scoring consistency. AI-CRRQ™ does not issue certifications.
Assessments draw input from multiple internal stakeholders, including security, IT, GRC, legal, finance, and operations, ensuring scores reflect the full organizational picture. This structured delivery model is designed to produce consistent assessments across financial services, healthcare, and other regulated industries.
Lead Facilitator: Alim Abdul, Founder & Architect
Engagements are scheduled to preserve scoring consistency
Consistent scoring and delivery standards across all engagements
Designed for executive use in regulated and operationally complex organizations
The Survival Index™ is a deterministic model built on documented design assumptions and three decades of practitioner observation. It has not been validated against real-world incident outcomes and does not predict whether a specific organization will survive a specific event. The methodology page sets out how the model is constructed, what it establishes today, and the stages required to establish empirical validity.
The same inputs always produce the same score. No machine learning, no probabilistic inference, no hidden layer. The structure is published so any assessor or board member can see how the vectors combine. Scoring weights and tier calibration are provided to clients under agreement.
The model is at conceptual validity: construction, documented rationale and practitioner review. Inter-rater reliability, retrospective testing and longitudinal outcome validation are set out as a published roadmap rather than claimed as completed work.
AI-CRRQ™ is designed to meet your organization at any starting point, from a 60-second directional score to a full facilitated executive assessment. Every engagement is scoped to your organization's size, complexity, and regulatory context.
Get your directional Survival Index™ score in 60 seconds. No login. No cost. Identifies your survivability tier and top operational failure points, a starting point for every organization regardless of size or sector.
90-minute facilitated session led by Alim Abdul (founder-led practice). Expert-scored survivability posture, gap identification across all three vectors, a structured 30–90 day resilience roadmap, and a board-ready executive summary. Scoped to your organization's complexity.
Quarterly rescoring, board-level reporting, strategic resilience roadmap maintenance, and ongoing advisory support. Enterprise licensing and MSSP delivery models available for organizations embedding AI-CRRQ™ into their broader risk governance program.
Every engagement begins with a no-obligation scoping conversation. Investment is confirmed before any work begins. Contact us to discuss your organization's needs →
Stop explaining your program in abstract terms. Walk into the board meeting with a Survival Index™ score, a gap analysis, and a 90-day plan. You become the most prepared person in the room, before the incident forces the question.
Stop asking "Are we secure?" a question with no clear answer. Start asking "What is our Survival Index™?" a question with a number, a benchmark, and a trend. AI-CRRQ™ can provide structured supporting documentation for internal cyber risk governance and board discussion. Regulatory disclosure determinations remain the responsibility of the organization and its legal and compliance advisers.
For hospitals, a cyberattack means diverted ambulances, cancelled surgeries, and EHR blackouts. For banks, it means halted transactions and regulatory sanctions. AI-CRRQ™ speaks the language of operational continuity, including patient care, OR availability, and core banking uptime.
This is a hypothetical scenario, constructed from documented patterns across real ransomware incidents in healthcare. It is not a description of an actual AI-CRRQ™ client engagement. The same ransomware scenario, modeled two ways, with and without a prior AI-CRRQ™ assessment.
EHR systems encrypted. Leadership has no tested crisis protocol. Backup systems exist but have never been validated. The board asks "Can we keep treating patients?" no one has a number to answer with. Illustrative outcome based on documented ransomware incident patterns: extended multi-week outage, ambulance diversions, multi-million dollar recovery costs.
An AI-CRRQ™ assessment scores ORCI at 41 and flags crisis command as the primary gap. The organization uses those findings to test crisis protocols, validate backups and clarify recovery priorities. These actions are intended to improve operational readiness. Actual incident outcomes depend on many variables and cannot be predicted or guaranteed.
The difference in this illustration is not better security. It is a structured score that surfaced the ORCI gap early enough to act on, and leadership that acted. Whether that changes a real incident outcome is exactly what AI-CRRQ™ has not yet established.
Find Your Gaps Before the Incident →"Assume breach. Assess your posture."
Cyber risk measures exposure. Resilience determines whether the organization survives it.
— Alim Abdul, Cyber Risk & Governance Advisor · Architect, AI-CRRQ™The Survival Index™ takes 60 seconds. No login. Nothing is transmitted to our servers. Your score, your top failure points, and a clear signal on where to focus first.
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