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  Published Paper Details:

  Paper Title

A Review Paper on AI driven workflow agent in n8n for intelligent task automation

  Authors

  Vipin Kumar Vishwakarma

  Keywords

Reinforcement Learning (RL), Intelligent Workflow Automation, Robotic Process Automation (RPA)

  Abstract


The increasing demand for automation in enterprise environments has driven extensive research into intelligent workflow management systems that integrate Artificial Intelligence (AI), Reinforcement Learning (RL), and cloud-based solutions. This review paper systematically examines ten significant studies addressing various aspects of workflow automation, including AI-driven orchestration, adaptive Robotic Process Automation (RPA), ethical AI integration, cloud-based Business Process Management (BPM), and generative AI- based workflow design. The reviewed literature highlights the transformative potential of AI in enhancing process adaptability, decision-making accuracy, and operational efficiency across domains such as customer service, IT support, digital forensics, and education. Reinforcement Learning, in particular, emerges as a key enabler for self-optimizing and context-aware automation capable of continuous learning and improvement. However, challenges related to data privacy, system interoperability, ethical governance, and workforce adaptation remain major barriers to widespread adoption. This review contributes a unified understanding of how reinforcement learning and intelligent automation frameworks can collaboratively redefine digital workflows, paving the way for more responsive, efficient, and ethically aligned enterprise operations.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2510239

  Paper ID - 294957

  Page Number(s) - b971-b980

  Pubished in - Volume 13 | Issue 10 | October 2025

  DOI (Digital Object Identifier) -   

  Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882

  E-ISSN Number - 2320-2882

  Cite this article

  Vipin Kumar Vishwakarma,   "A Review Paper on AI driven workflow agent in n8n for intelligent task automation", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.13, Issue 10, pp.b971-b980, October 2025, Available at :http://www.ijcrt.org/papers/IJCRT2510239.pdf

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ISSN: 2320-2882
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Journal Starting Year (ESTD) : 2013
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ISSN and 7.97 Impact Factor Details


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ISSN
ISSN: 2320-2882
Impact Factor: 7.97 and ISSN APPROVED
Journal Starting Year (ESTD) : 2013
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