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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)

International Peer Reviewed & Refereed Journals, Open Access Journal

IJCRT Peer-Reviewed (Refereed) Journal as Per New UGC Rules.

ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013

Call For Paper - Volume 14 | Issue 7 | Month- July 2026

Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(CrossRef DOI)

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  Published Paper Details:

  Paper Title

An Agentic AI Framework for Automating Academic Administrative Tasks in Higher Education Institutions"

  Authors

  Abhishek Kisan Pradhan

  Keywords

Agentic AI; Large Language Models; Multi-Agent Systems; Higher Education Administration; Academic Automation; Intelligent Agents

  Abstract


Higher education institutions (HEIs) handle a large volume of repetitive administrative tasks, such as responding to student queries, verifying academic records, scheduling, and document processing, that consume considerable staff time. Rule-based chatbots have partially automated such tasks, but they lack the multi-step reasoning and decision-making required for genuinely complex administrative workflows. This paper examines the application of Agentic Artificial Intelligence (Agentic AI), AI systems capable of planning, invoking external tools, taking autonomous actions, and verifying their own outputs, to the automation of academic administrative processes. We review the evolution of agentic architectures, from reasoning-and-acting paradigms to modern multi-agent orchestration frameworks, and propose a conceptual framework in which specialised agents handle distinct administrative functions (query resolution, records verification, scheduling, and escalation) under a coordinating orchestrator agent. We describe a proposed implementation approach using open-source agent-orchestration frameworks and synthetic academic data to avoid privacy risk, together with an evaluation methodology based on task-completion accuracy, response latency, and escalation correctness. The paper concludes with a discussion of feasibility, ethical considerations surrounding student data privacy, and directions for future empirical work. The proposed framework offers a low-cost, extensible pathway for resource-constrained HEIs, particularly in the Indian context, to reduce administrative overhead while retaining human oversight over sensitive decisions.

  IJCRT's Publication Details

  Unique Identification Number - IJCRT2607106

  Paper ID - 311324

  Page Number(s) - b14-b21

  Pubished in - Volume 14 | Issue 7 | July 2026

  DOI (Digital Object Identifier) -   

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

  E-ISSN Number - 2320-2882

  Cite this article

  Abhishek Kisan Pradhan,   "An Agentic AI Framework for Automating Academic Administrative Tasks in Higher Education Institutions"", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.14, Issue 7, pp.b14-b21, July 2026, Available at :http://www.ijcrt.org/papers/IJCRT2607106.pdf

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Call For Paper July 2026
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ISSN and 7.97 Impact Factor Details


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


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