Introduction The rapid evolution of Artificial Intelligence (AI) has had a profound impact on multiple industries, and the financial sector is no exception. From fraud detection to credit scoring and from automated trading to personalized financial planning, AI is increasingly becoming central to how decisions are made in finance. AI-powered decision-making represents a transformative shift…
Introduction In an era characterized by frequent and increasingly severe natural and man-made disasters, from hurricanes and floods to wildfires and pandemics, post-disaster recovery planning has become an essential component of community preparedness and sustainable development. Beyond immediate emergency response, recovery planning serves as a blueprint for restoring livelihoods, rebuilding infrastructure, and enhancing the long-term…
Introduction With the rise of sophisticated cyber threats, traditional security models that rely on perimeter-based defenses are becoming obsolete. Organizations now require a more dynamic and robust security framework to protect their sensitive data, assets, and users. This need has given rise to the Zero Trust Security Model, a modern approach that assumes no user,…
Introduction In the modern digital landscape, fraud has evolved into a complex and ever-growing threat. As businesses and individuals increasingly rely on online transactions, cybercriminals exploit vulnerabilities to commit financial fraud, identity theft, and other malicious activities. Traditional fraud detection methods, which rely heavily on manual reviews and rule-based systems, are no longer sufficient to…
Introduction Civil defence is a crucial aspect of national security and public safety, designed to protect civilians and essential infrastructure during emergencies. It involves a structured response to natural disasters, man-made crises, and wartime situations. Civil defence mechanisms help mitigate loss of life and property while maintaining social order. In India, the concept of civil…
Disaster management is the process of preparing for, responding to, mitigating, and recovering from disasters to minimize their impact on human life, infrastructure, and the environment. It involves coordinated efforts from government agencies, non-governmental organizations (NGOs), and communities to reduce risks and enhance resilience. Disasters can be natural or man-made, and managing them requires a…
Introduction Corporate governance refers to the system of rules, practices, and processes by which companies are directed and controlled. Ethical corporate governance is essential for maintaining stakeholder trust, ensuring transparency, and fostering sustainable business practices. However, ethical issues in corporate governance are prevalent across industries, leading to financial scandals, loss of reputation, and even economic…