IRMA-International.org: Creator of Knowledge
Information Resources Management Association
Advancing the Concepts & Practices of Information Resources Management in Modern Organizations

Cognitive Governance Framework: Agile Prediction, Risk Intelligence, and Ethical Oversight

Cognitive Governance Framework: Agile Prediction, Risk Intelligence, and Ethical Oversight
View Sample PDF
Author(s): T. Ganesan (Dr. G.U. Pope College of Engineering, India), S. Harish Alwar (Dr. G.U. Pope College of Engineering, India), J. Abishek (Dr. G.U. Pope College of Engineering, India)and K. DanielRaj (Kalaignarkarunanidhi Institute of Technology, India)
Copyright: 2026
Pages: 34
Source title: Agile AI-Powered Project Management for Modern Delivery Organizations
Source Author(s)/Editor(s): Otmane Azeroual (University of Hagen, Germany)
DOI: 10.4018/979-8-3373-6851-1.ch005

Purchase

View Cognitive Governance Framework: Agile Prediction, Risk Intelligence, and Ethical Oversight on the publisher's website for pricing and purchasing information.

Abstract

The chapter examines how artificial intelligence (AI) fits into agile management routines inside today's firms - it sets out a full framework for predictive roadmapping, real time risk sensing and human-in-the-loop oversight. AI-driven analytics let firms forecast supply chain risks, balance resource loads and keep management adaptive, ethical plus open. The chapter lists step-by-step implementation tactics, worked case studies and a review of common obstacles - researchers and practitioners gain clear guidance for sharper management in agile, high variance supply chains.

Related Content

Frederic Andres. © 2027. 14 pages.
Kalsoom Safdar, Khairul Najmy Abdul Rani, Mohd Aminudin Jamlos, Siti Julia Rosli, Muhammad Usman Younus, Zanab Safdar. © 2027. 27 pages.
Bani Adam, Binastya Anggara Sekti, Muhammad Adi Zacky Zahran. © 2027. 24 pages.
Swetha Margaret T. A., Renuka Devi D.. © 2027. 31 pages.
Maurice Saluschke, Michael Schulz. © 2027. 30 pages.
Mirjam Sepesy Maučec, Gregor Donaj. © 2027. 16 pages.
Jorge A. Ruiz-Vanoye, Ocotlan Diaz-Parra, Ricardo A. Barrera-Cámara, Alejandro Fuentes-Penna, Francisco R. Trejo-Macotela, Jaime Aguilar-Ortiz, Eric Simancas-Acevedo. © 2027. 21 pages.
Body Bottom