Agentic RAG Archives - Krishna Gupta

The Future of Cybersecurity Leadership: Agentic RAG, Digital Twins, and the Augmented CISO

25 July 2025 by Krishna

In today’s cyberthreat landscape, the Chief Information Security Officer (CISO) is the lynchpin of enterprise security, entrusted with protecting digital assets, managing risks, and guiding strategic resilience. But with the rapid rise of Agentic RAG (Retrieval-Augmented Generation) and Digital Twins, a fundamental question emerges: Is the CISO role at risk of being replaced by machines?
The answer is layered—not a simple yes or no. While Agentic RAG and Digital Twins will revolutionise cybersecurity operations, they won’t make the CISO obsolete. Instead, they will reshape and elevate the role, allowing CISOs to lead more strategically and less reactively.

CEO 2.0: How Digital Twins and Agentic RAG Will Lead the Next Generation of Business

22 July 2025 by Krishna

The role of the Chief Executive Officer (CEO) has always been about vision, leadership, and decision-making. But as we transition into a world dominated by artificial intelligence, hyper-automation, and real-time data analytics, a new paradigm is emerging—CEO 2.0. At the heart of this transformation lie two cutting-edge innovations: Digital Twins and Agentic Retrieval-Augmented Generation (RAG) systems.
In this blog post, we explore how these technologies are revolutionising executive leadership, enabling CEOs to make faster, smarter, and more strategic decisions. We’ll dive into how Digital Twins of the enterprise and executive intelligence models built with Agentic RAG are becoming indispensable in boardrooms, strategy sessions, and risk assessment meetings.

Will Agentic RAG Replace the CEO?

21 July 2025 by Krishna

As AI continues its rapid evolution, Agentic RAG (Retrieval-Augmented Generation) systems have emerged as powerful tools capable of simulating strategic reasoning, automating decision workflows, and responding dynamically to new data. This technological leap has prompted a provocative question: Will Agentic RAG replace the CEO?

Continuous Threat and Exposure Management: An Exhaustive Exploration

16 July 2025 by Krishna

In an era of rapid technological change, cyber risk remains one of the foremost concerns for organisations. Traditional point-in-time security assessments—such as annual penetration tests or quarterly vulnerability scans—fail to keep pace with the dynamic threat landscape, leaving enterprises exposed to novel attack vectors. Continuous Threat and Exposure Management (CTEM) has emerged as a holistic framework that consolidates multiple security disciplines into an ongoing lifecycle, enabling organisations to detect, prioritise and remediate risks in real time.

AI Agents vs Agentic AI vs Agentic RAG: Demystifying the Next Frontier for Data Scientists

15 July 2025 by Krishna

Artificial Intelligence has transformed from a theoretical construct into a practical powerhouse driving real-world applications across sectors. At the forefront of this revolution lies a new taxonomy of intelligent systems: AI Agents, Agentic AI, and the emergent concept of Agentic Retrieval-Augmented Generation (Agentic RAG). For data scientists—tasked with building intelligent systems, driving innovation, and ensuring scalable impact—it is crucial to differentiate and understand these evolving paradigms.