The significant emergence of agentic AI is reshaping the landscape of machine intelligence, fundamentally altering how we interact with data. Traditionally, machine Big Data systems have been static, requiring explicit human intervention . Now, agentic AI, empowered by vast datasets and advanced architectures, can autonomously collect information,