Risk Management
**Risk Management** is the systematic process of identifying, assessing, mitigating, monitoring,
and controlling risks that could affect an organization's objectives, projects, operations,
finances, reputation, or security.
Core Objectives: * Minimize losses and disruptions, * Protect assets and stakeholders,
* Improve decision-making, * Ensure business continuity,
* Enhance organizational resilience, * Support regulatory compliance.
2. Risk Assessment:
Evaluate: * **Likelihood** of occurrence, * **Impact** if the risk occurs.
A common approach is: Risk\ Score = Probability \times Impact
3. Risk Prioritization: Classify risks based on severity:
* Low Risk, * Medium Risk, * High Risk, * Critical Risk.
4. Risk Mitigation: Develop strategies to reduce risk:
* Avoid the risk, * Reduce the risk,
* Transfer the risk (insurance, outsourcing), * Accept the risk.
Risk Management Frameworks:
* ISO 31000 – Enterprise risk management framework
* COSO – Governance and internal control
* NIST – Technology and cyber risk
* PMI – Project-focused risk management
Risk Management in the AI Era: Modern organizations increasingly manage:
* AI and automation risks, * Cybersecurity threats,
* Data privacy risks, * Third-party and supply-chain risks,
* Cloud infrastructure risks, * Regulatory and ethical AI risks.
Risk Management is becoming a strategic business function that combines data analytics, cybersecurity,
compliance, finance, and AI to help organizations anticipate threats and capitalize on opportunities.
Wishing you all the best,
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