The Role of Strategıc Management Tools in Enterprise Risk Management From an Artificial Intelligence Perspective: A Model Proposal

Murat Soner; Hakan Karabacak

Makale detayları

The Role of Strategıc Management Tools in Enterprise Risk Management From an Artificial Intelligence Perspective: A Model Proposal

Yazarlar:

Murat Soner | Hakan Karabacak

Yayıncı:

Fırat University

Ana Başlıklar:

Yapay Zeka (Diğer)

Dergi:

Fırat Üniversitesi Sosyal Bilimler Dergisi Vol.35 Issue 2, pp.625-641

Belge Tipi:

Makale

Yayın Tarihi:

5/2025

Belge Dili:

Türkçe

Document ID (Org No.):

2001347726

pISSN:

1300-9702

Anahtar kelimeler:

Özet:

 The COSO 2017 ERM Framework, published to guide the understanding of risk management in enterprise organizations, requires the establishment of strong ties between strategic management and risk management. Therefore, studies on the association of strategic management tools SMT, which are elements of strategic management, with enterprise risk management ERM processes play a key role in this integration. On the other hand, scientific and technological developments experienced today open previously unforeseen doors for countries, institutions and businesses. Artificial intelligence AI applications, which are the most important representatives of these developments, contribute to managements as a decision support element thanks to the access to large amounts of data and the ability to analyze in a short time. Due to the contributions, they provide, artificial intelligence applications have an increasing interest in academic studies related to concepts such as enterprise governance, strategic management, risk management and enterprise risk management. In this context, the study aims to associate the concepts of SM, ERM and AI and to guide future studies. In the study, questions related to strategic management tools and enterprise risk management were directed to artificial intelligence applications and it was tried to reach the perspective of these applications on the SMT-ERM relationship.

 The COSO 2017 ERM Framework, published to guide the understanding of risk management in enterprise organizations, requires the establishment of strong ties between strategic management and risk management. Therefore, studies on the association of strategic management tools SMT, which are elements of strategic management, with enterprise risk management ERM processes play a key role in this integration. On the other hand, scientific and technological developments experienced today open previously unforeseen doors for countries, institutions and businesses. Artificial intelligence AI applications, which are the most important representatives of these developments, contribute to managements as a decision support element thanks to the access to large amounts of data and the ability to analyze in a short time. Due to the contributions, they provide, artificial intelligence applications have an increasing interest in academic studies related to concepts such as enterprise governance, strategic management, risk management and enterprise risk management. In this context, the study aims to associate the concepts of SM, ERM and AI and to guide future studies. In the study, questions related to strategic management tools and enterprise risk management were directed to artificial intelligence applications and it was tried to reach the perspective of these applications on the SMT-ERM relationship.

 The COSO 2017 ERM Framework, published to guide the understanding of risk management in enterprise organizations, requires the establishment of strong ties between strategic management and risk management. Therefore, studies on the association of strategic management tools SMT, which are elements of strategic management, with enterprise risk management ERM processes play a key role in this integration. On the other hand, scientific and technological developments experienced today open previously unforeseen doors for countries, institutions and businesses. Artificial intelligence AI applications, which are the most important representatives of these developments, contribute to managements as a decision support element thanks to the access to large amounts of data and the ability to analyze in a short time. Due to the contributions, they provide, artificial intelligence applications have an increasing interest in academic studies related to concepts such as enterprise governance, strategic management, risk management and enterprise risk management. In this context, the study aims to associate the concepts of SM, ERM and AI and to guide future studies. In the study, questions related to strategic management tools and enterprise risk management were directed to artificial intelligence applications and it was tried to reach the perspective of these applications on the SMT-ERM relationship.

 Kurumsal organizasyonlardaki risk yönetimi anlayışına rehberlik etmek amacıyla yayımlanan COSO 2017 KRY Çerçevesi, stratejik yönetim ile risk yönetimi arasında güçlü bağlar kurulmasını gerekli kılmaktadır. Öte yandan, her iki kavramın organizasyonlara sağladığı katkıların ölçülememesi, bu ilişkinin nasıl sağlanacağı konusunda belirsizlik oluşturmakta ve bu kavramları ilişkilendiren çalışmalara duyulan ihtiyacı artırmaktadır. Bu nedenle, stratejik yönetimin unsurlarından olan stratejik yönetim araçlarının SYA kurumsal risk yönetimi KRY süreçleriyle ilişkilendirilmesine yönelik çalışmalar bu bütünleşmede kilit rol üstlenmektedir. Öte yandan, günümüzde yaşanan bilimsel ve teknolojik gelişmeler ülkelere, kurumlara ve işletmelere daha önce öngörülmemiş kapılar aralamaktadır. Bu gelişmelerin en önemli temsilcilerinden olan yapay zekâ YZ uygulamaları büyük miktarda veriye ulaşım ve kısa sürede analiz imkânı sayesinde yönetimlere karar destek unsuru olarak katkı sağlamaktadır. Sağladığı katkılar nedeniyle yapay zekâ uygulamaları kurumsal yönetim, stratejik yönetim, risk yönetimi, kurumsal risk yönetimi gibi kavramlarla ilişkili akademik çalışmalarda artan bir ilgiye sahiptir. Bu bağlamla çalışmada SY, KRY ve YZ kavramlarının ilişkilendirilmesi ve gelecek çalışmalara yön verilmesi amaçlanmıştır. Çalışmada, yapay zekâ uygulamalarına stratejik yönetim araçları ve kurumsal risk yönetimiyle ilişkili sorular yöneltilmiş ve bu uygulamaların SYA-KRY ilişkisine bakış açısına ulaşılmaya çalışmıştır.

Makale detayları

The Role of Strategıc Management Tools in Enterprise Risk Management From an Artificial Intelligence Perspective: A Model Proposal

Yazarlar:

Murat Soner | Hakan Karabacak

Yayıncı:

Fırat University

Ana Başlıklar:

Yapay Zeka (Diğer)

Dergi:

Fırat Üniversitesi Sosyal Bilimler Dergisi Vol.35 Issue 2, pp.625-641

Belge Tipi:

Makale

Yayın Tarihi:

5/2025

Belge Dili:

Türkçe

Document ID (Org No.):

2001347726

pISSN:

1300-9702

Artificial Intelligence

Enterprise Risk Management

Strategic Management

Strategic Management ToolsYapay Zekâ

Kurumsal Risk Yönetimi

Stratejik Yönetim

Stratejik Yönetim Araçlari

Sayı

Makale detayları

Yazarlar: Murat Soner | Hakan Karabacak

Yayıncı: Fırat University

Ana Başlıklar: Yapay Zeka (Diğer)

Dergi: Fırat Üniversitesi Sosyal Bilimler Dergisi Vol.35 Issue 2, pp.625-641

Belge Tipi: Makale

Yayın Tarihi: 5/2025

Belge Dili: Türkçe

Document ID (Org No.): 2001347726

pISSN: 1300-9702

Sayı

Yazarlar:

Murat Soner | Hakan Karabacak

Yayıncı:

Fırat University

Ana Başlıklar:

Yapay Zeka (Diğer)

Dergi:

Fırat Üniversitesi Sosyal Bilimler Dergisi Vol.35 Issue 2, pp.625-641

Belge Tipi:

Makale

Yayın Tarihi:

5/2025

Belge Dili:

Türkçe

Document ID (Org No.):

2001347726

pISSN:

1300-9702