The groundbreaking emergence of agentic AI is reshaping the landscape of machine automation , fundamentally impacting how we engage with data. Traditionally, machine models have been reactive , requiring explicit human direction. Now, agentic AI, empowered by substantial datasets and sophisticated architectures, can proactively acquire information,