International Journal of Scientific Research and Engineering Development

Autonomous AI agents represent a transformative frontier in artificial intelligence, enabling systems to independently perceive, reason, and act in dynamic environments. Unlike traditional AI models that rely on human prompts, autonomous agents can plan, adapt, and execute tasks with minimal supervision. This paper explores their foundations, applications, advantages, and limitations, emphasizing their growing role in business automation, robotics, healthcare, and scientific discovery. It highlights challenges such as ethical concerns, transparency, and adversarial manipulation, while examining future directions where hybrid human–AI collaboration will be essential. Overall, autonomous agents promise to reshape industries and societies by creating adaptive, intelligent ecosystems capable of continuous learning and decision-making.

Dr.K.Saraswathi, R.Kalaivani, "Autonomous AI Agents: Opportunities, Challenges, and Future Directions " International Journal of Scientific Research and Engineering Development, V8(6): Page(2930-2932) Nov-Dec 2025. ISSN: 2581-7175. www.ijsred.com. Published by Scientific and Academic Research Publishing.