India, April 20 -- The construct of risk and resilience in the financial services landscape is evolving rapidly. Today, the BFSI industry has entered a phase in which risk management cannot be solely based on static controls or traditional data models.

The global risk landscape has swiftly expanded from cyberattacks and geopolitical volatility to the more subtle ethical challenges of artificial intelligence, exponentially increasing the impact of data privacy breaches.

In response, a quiet revolution is taking place: a movement towards what is being called Risk Management 4.0, marking a shift from static, isolated controls and audit-based oversight to dynamic, real-time ecosystems.

In the emerging realm, predictive analytics and blockc...