• P Malavieka
• Divya P

Hybrid Robotic Process Automation (RPA) emerges as a promising paradigm in automation, blending the strengths of both traditional RPA and cognitive technologies. This paper provides a comprehensive review of the state-of-the-art in hybrid RPA, synthesizing insights from scholarly articles, industry reports, and case studies. The review encompasses key concepts, architectures, implementation approaches, benefits, challenges, and future directions of hybrid RPA.The analysis reveals that hybrid RPA combines rule-based automation with advanced cognitive capabilities such as natural language processing, machine learning, and computer vision, enabling organizations to automate complex, cognitive tasks that were previously beyond the scope of traditional RPA. By leveraging this fusion, businesses can achieve higher levels of efficiency, accuracy, and scalability in their operations while also enhancing customer experiences. Half and half RPA alludes to the blend of conventional Mechanical Interaction Computerization (RPA) with other trend setting innovations like man-made reasoning (simulated intelligence), AI (ML), normal language handling (NLP), and mental mechanization. By incorporating these cutting edge innovations with RPA, associations can improve the capacities of their robotization answers for handle more intricate and mental undertakings that include unstructured information or require critical thinking skills past straightforward rule-based mechanization.By integrating the advanced technologies with RPA, organizations can enhance the capabilities of their automation solutions to handle more complex and cognitive tasks that involve unstructured data or require decision-making abilities beyond simple rule-based automation. In recent years, Robotic Process Automation (RPA) has emerged as a transformative technology for automating repetitive tasks within business processes. However, the limitations of traditional RPA in handling unstructured data and complex decision-making scenarios have prompted the development of hybrid RPA systems.

Attended robotic process automation, Bench marking, Cognitive capabilities, Robotic process automation

"Computers In Industry Hybridizing Humans And Robots: An RPA Horizon Envisaged From The Trenches", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 4, page no.a356-a360, April-2024, Available :http://www.jetir.org/papers/JETIR2404048.pdf

"Computers In Industry Hybridizing Humans And Robots: An RPA Horizon Envisaged From The Trenches", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 4, page no. ppa356-a360, April-2024, Available at : http://www.jetir.org/papers/JETIR2404048.pdf