Editors: D. Arul Pon Daniel, T. Rajasanthosh Kumar, Satya Prakash Yadav

Series Title: Emerging Trends in Computation Intelligence and Disruptive Technologies - Volume 6

Embracing the Digital Horizon: Advanced AI and Intelligent Systems for Transformative Commerce and Management

Volume 6

eBook: US $79 Special Offer (PDF + Printed Copy): US $143
Printed Copy: US $103
Library License: US $316
ISBN: 979-8-89881-445-8 (Print)
ISBN: 979-8-89881-444-1 (Online)
Year of Publication: 2026
DOI: 10.2174/97988988144411260601

Introduction

Embracing the Digital Horizon is a comprehensive collection of cutting-edge research, anchored in multidisciplinary innovation, that captures the rapid evolution of artificial intelligence, intelligent systems, and advanced engineering technologies shaping modern commerce and management.

With rigorously peer-reviewed chapters, the book covers embedded hardware–software co-design, energy-efficient and sustainable architectures, intelligent sensing, real-time optimisation, advanced control systems, with additional focus on cyber-physical integration, IoT-enabled automation, machine-learning-driven decision frameworks, and robotics applications. Each contribution combines strong theoretical foundations with experimental validation, analytical modelling, comparative evaluations, and real-world case studies, effectively bridging academic research and industry practice.

With its emphasis on scalable, sustainable, and intelligent automation, the book offers valuable insights into next-generation digital ecosystems and the technologies driving transformation across engineering, commerce, and management.


Key Features

  • - Multidisciplinary coverage of AI, intelligent systems, automation, and embedded technologies.
  • - Application-driven research with real-world engineering and industrial case studies.
  • - Comparative evaluation of modern computational, control, and optimisation methods.
  • - Integration of AI, IoT, cyber-physical systems, and robotics for smart environments.
  • - Focus on scalable, sustainable, and future-ready intelligent automation strategies.
  • - Identification of emerging research challenges and future innovation pathways.

Readership:

Students, researchers, academics and professionals in artificial intelligence, embedded systems, automation, computing, and control engineering.

Contributors

Editor(s):
D. Arul Pon Daniel
Department of Computer Science & Applications
Loyola College of Arts and Science, Mettala
Rasipuram Taluk 637408, Tamil Nadu
India


T. Rajasanthosh Kumar
Department of Mechanical Engineering
Oriental Institute of Science and Technology
Bhopal 462022, Madhya Pradesh
India


Satya Prakash Yadav
School of Computer Science Engineering and Technology (SCSET)
Bennett University
Greater Noida 201310, Uttar Pradesh
India




Contributor(s):
A Ravisankar
Department of Management Studies
Erode Sengunthar Engineering College, Autonomous
Erode, 638057, Tamil Nadu
India


A. Padmalatha
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


Anil Kumar Bisht
Department of CS&IT
MJP Rohilkhand University
Bareilly, 243006, Uttar Pradesh
India


Arul Prakash A
Department of CSE
Sathyabama Institute of Science and Technology
Chennai, 600119, Tamil Nadu
India


Arunkumar Gunasekaran
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


B. Keerthana
Department of Management Studies
Sri Sai Ram Engineering College
Chennai, 600044, Tamil Nadu
India


B. Lokesh
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


B. Venkata Prasanth
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


Basi Reddy A
Department of Computer Science and Engineering, School of Computing
Mohan Babu University
Tirupati, 517102, Andhra Pradesh
India


BSH. Shayeez Ahamed
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


C Ravindra Murthy
Department of ECE, School of Engineering and Technology
Mohan Babu University (Erstwhile Sree Vidyanikethan Engineering College)
Tirupati, 517102, Andhra Pradesh
India


C. Likhitha
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


Cherry Lyn Navato
Department of Information Technology
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


D Saravanan
Department of CSE
Sathyabama Institute of Science and Technology
Chennai, 600119, Tamil Nadu
India


D. Ananda Babu
Department of ECE
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


D. Hanuma Reddy
Department of MBA
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


D. Sharadha Mani
Department of Information Technology
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


Divya Boddukoori
Department of CSE
Guru Nanak Institute of Technology
Hyderabad, 501506, Telangana
India


E. Hymavathi
Department of Management Studies
Vignan’s Foundation for Science, Technology & Research (Deemed to be University)
Vadlamudi, Guntur, 522213, Andhra Pradesh
India


E. Vamsi Kumar
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


G Kiran Kumar
Department of Computer Science and Engineering
Chaitanya Bharathi Institute of Technology
Hyderabad, 500075, Telangana
India


G. Dinesh
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


G. Gokul Kumari
E-Commerce Department, College of Administrative and Financial Sciences
Saudi Electronic University
Riyadh, 11673
Kingdom of Saudi Arabia


G. Jagadeesh
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


G. Ramesh Babu
Department of MBA
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


G. Revanth
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


G. Thiyagarajan
Department of Artificial Intelligence (AI)
Rajalakshmi Engineering College
Chennai, 602105, Tamil Nadu
India


G. Vijaya Lakshmi
Department of Information Technology (IT)
Rajalakshmi Engineering College
Chennai, 602105, Tamil Nadu
India


G.C Madhu
Department of ECE
Mohan Babu University (Erstwhile Sree Vidyanikethan Engineering College)
Tirupati, 517102, Andhra Pradesh
India


Galeeb Shaik
Department of MBA
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


Guna Sekhar Sajja
Department of Information Technology
University of the Cumberlands
Williamsburg, 40769, Kentucky
USA


J. Balamurugan
Department of Management Studies
St. Joseph's College of Engineering (An Autonomous Institution) Affiliated to Anna University
Chennai, 600119, Tamil Nadu
India


J. Kanimozhi
School of Computer Science, Faculty of Innovation and Technology
Taylors University
Subang Jaya, 47500, Selangor
Malaysia


Junel Ventura
Department of Science and Humanities (S&H)
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


K Guru
School of Management Studies
Takshashila University
Ongur, 604305, Tamil Nadu
India


K N L D Bhavani
School of Commerce and Management
Mohan Babu University
Tirupati, 517102, Andhra Pradesh
India


K. Deepthi
Department of Mechanical engineering
Avanthi institute of engineering and technology
Vizianagaram, 531162, Andhra Pradesh
India


K. Dhanalakshmi
Department of Computer Science
Periyar University
Salem, 636011, Tamil Nadu
India


K. Gowrishankar
Department of Computer Science
Periyar University
Salem, 636011, Tamil Nadu
India


K. Ramesh
Department of Commerce
K.S. Rangasamy College of Arts and Science
Tiruchengode, 637215, Tamil Nadu
India


K. Srinivasa Rao
Ilocos Sur Polytechnic State College (ISPSC), Santa Maria Campus
Santa Maria, 3022, Bulacan
Philippines


K. Venkataramana
Department of CSE
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


K. Yeswanth
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


Kapu Niharika
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


Keerthivasan Krishnamoorthy
Electrical Power Division, EEE Section, Engineering Department
University of Technology and Applied Sciences-Muscat (UTAS-Muscat)
Muscat, 133
Oman


Kirti Gupta
Department of ECE
Bharati Vidyapeeth's College of Engineering
New Delhi, 110063
India


Kok Chee Kuang
Centre for Advanced Mechanical and Green Technology, Faculty of Engineering and Technology
Multimedia University
Bukit Beruang, 75450, Melaka
Malaysia


Kumar Akuthota
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


L. Chandra Sekhar Reddy
Department of CSE (Data Science)
CMR College of Engineering & Technology
Kandlakoya(v), Medchal, Hyderabad, 501401, Telangana
India


L. Sumanth
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


Liew Kia Wai
Centre for Advanced Mechanical and Green Technology, Faculty of Engineering and Technology
Multimedia University, Jalan Ayer Keroh Lama
Bukit Beruang, 75450, Melaka
Malaysia


M. Angelin Ponrani
Department of Computer Science and Engineering (CSE)
St. Joseph's College of Engineering
Chennai, 600119
India


M. Gomathi
Department of Mathematics
Bannari Amman Institute of Technology
Sathyamangalam, 638401, Tamil Nadu
India


M. Hari Babu
Department of Electronics and Communication Engineering (ECE)
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


M. Haritha
Department of Mechanical Engineering
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


M. Kaaviya
Department of Information Technology (IT)
Rajalakshmi Engineering College
Chennai, 602105, Tamil Nadu
India


M. Lepakshi Reddy
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


M. Lochana
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


M. Nandhini
Department of Commerce
K.S. Rangasamy College of Arts and Science
Tiruchengode, 637215, Tamil Nadu
India


M. Prathyusha
Department of CSE
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


M. Rama
Department of Information Technology
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


M. Srinivasulu
Department of Mechanical Engineering
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


M. Swapna
Department of CSE
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


Madhu Valavala
Department of EEE
Swarnandhra College of Engineering & Technology(A)
Narasapur, 534280, Andhra Pradesh
India


Mangala Ravindra Sai
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


Manju Shree Raman
Department of Management
Karpagam Academy of Higher Education
Coimbatore, 641021, Tamil Nadu
India


Md Tanwir Alam
Department of Mechanical Engineering
Maulana Mukhtar Ahmad Nadvi Technical Campus
Malegaon, 423203, Maharashtra
India


N. S. Kalyan Chakravarthy
Centre for Data Science, AI & ML
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


Navaneetha Krishnan Rajagopal
Department of Management Studies
University of Technology and Applied Sciences
Salalah, 211, Dhofar Governorate
Oman


Navya Sree. R
Department of ECE
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


Obulam Vinisha
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


P. Giriasree
Department of MBA
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


P. Mahendran
Department of Electronic and Communication Engineering
K.S.R. College of Engineering
Namakkal, 637215, Tamil Nadu
India


P. Naresh
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


P. Seetha Lakshmi
Department of AI&DS
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


P. Sudhakiran
Department of S&H
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


P. Venkateswar Reddy
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


Priya Singh
Department of CSE
Techno India University
Kolkata, 700091, West Bengal
India


R Parthiban
Department of CSE
IFET College of Engineering
Villupuram, 605108, Tamil Nadu
India


R. Rajesh
Department of Computer Science and Engineering, School of Computing
Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology
Chennai, 600062, Tamil Nadu
India


R. Srinivasulu
Department of Mechanical Engineering
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


R. Usha
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


R.Senthamil Selvan
Department of Electronics and Communication Engineering
Annamacharya Institute of Technology and Sciences
Tirupati, 517520, Andhra Pradesh
India


Raihana Parveen R
Department of CSE
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


Raja Kumar Murugesan
School of Computer Science, Faculty of Innovation and Technology
Taylors University
Subang Jaya, 47500, Selangor
Malaysia


Rakatu Vijaya Lakshmi
Faculty of Management
The ICFAI University
Raipur, 490042, Chhattisgarh
India


Ravindra Changala
Department of Computer Science and Engineering
Guru Nanak Institutions Technical Campus
Hyderabad, 501506, Telangana
India


Ravinjit Singh
Faculty of Business & Management (FABM)
Akademi Laut Malaysia (ALAM)
Kuala Sungai Baru, 78200, Melaka
Malaysia


S Vignesh
Department of CSE
Sathyabama Institute of Science and Technology
Chennai, 600119, Tamil Nadu
India


S. Adhithyan
Department of Computer Science and Engineering (CSE)
Rajalakshmi Engineering College
Chennai, 602105, Tamil Nadu
India


S. Anitha
Department of ECE
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


S. Jafar Ali Ibrahim
Department of IoT, School of Computer Science and Engineering
Vellore Institute of Technology
Vellore, 632007, Tamil Nadu
India


S. Kondala Rao
Department of Physics
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


S. Lakshmi Prabha
Department of Computer Science
Queen Mary’s College
Chennai, 600004, Tamil Nadu
India


S. Rakesh
Department of Information Technology
Chaitanya Bharathi Institute of Technology
Hyderabad, 500075, Telangana
India


S. Sujatha
Department of CSE
Mohan Babu University
Tirupati, 517102, Andhra Pradesh
India


S. Vignesh
Department of CSE
Sathyabama Institute of Science and Technology
Chennai, 600119, Tamil Nadu
India


Sajjarao Pavan Krishna
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


Savadam Narasimhulu
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


Shaik Fazeelunnisa
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


Sk. Shamhad Ahamad
Department of MBA
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


Sonia Gudwani
Department Management
Punjab Institute of Technology
Rajpura, 140401, Punjab
India


Srinivasa Reddy Vempati
Department of Mechanical Engineering
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


Subathra G
Department of CSE
Sathyabama Institute of Science and Technology
Chennai, 600119, Tamil Nadu
India


Sukhminder Kaur
School of Computer Science, Faculty of Innovation and Technology
Taylors University
Subang Jaya, 47500, Selangor
Malaysia


Syed Naimatullah Hussain
Department of CSE (Data Science)
Nagarjuna College of Engineering and Technology
Bangalore, 562110, Karnataka
India


T. Bindu
Department of MBA
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


T. Sunitha
Department of Science and Humanities (S&H)
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


T.V. Sai Krishna
Department of AI&DS
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


Thiruma Valavan A
Department of Training
Indian Institute of Banking & Finance
Mumbai, 400070, Maharashtra
India


Twinkle Trivedi
Som Lalit Institute of Management Studies
Ahmedabad, Gujarat
India


U Palani
Department of ECE
IFET College of Engineering
Villupuram, 605108, Tamil Nadu
India


V. Jaikumar
Department of Computer Science and Engineering (CSE)
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


V. Lakshmi
Department of Management
Karpagam Academy of Higher Education
Coimbatore, 641021, Tamil Nadu
India


V. Lavanya
JNTUA college of engineering, kalikiri, Jawaharlal Nehru Technology University
Ananthapuramu, 515002, Andhra Pradesh
India


V. Prasanna Kumari
Department of Information Technology (IT)
Rajalakshmi Engineering College
Chennai, 602105, Tamil Nadu
India


V.S.J.C. Prasad
Department of Mechanical Engineering
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India


Vempalli Noor Mohammed
Department of Computer Science & Engineering
Madanapalle Institute of Technology & Science
Madanapalle, 517325, Andhra Pradesh
India


Vijay Ramalingam
Department of CSE
Sathyabama Institute of Science and Technology
Chennai, 600119, Tamil Nadu
India


Vijaya Lakshmi V
Department of Management Studies, Humanities and Mathematics Department
G. Narayan amma Institute of Technology and Science, Affiliated to JNTUH
Shaikpet, Hyderabad, 500104, Telanganna
India


Vijayan Sugumaran
Department of Decision and Information Sciences, School of Business Administration
Oakland University
Rochester, 48309, Michigan
USA


Vikash Sawan
Department of Computer Engineering & Applications
GLA University
Mathura, 281406, Uttar Pradesh
India


Y. Sesha Rao
Department of Mechanical Engineering
QIS College of Engineering and Technology
Ongole, 523272, Andhra Pradesh
India