Logo for AiToolGo

Harnessing AI for Digital Transformation in Manufacturing SMEs: A Resource Orchestration Approach

In-depth discussion
Technical
 0
 0
 83
This article explores how manufacturing SMEs orchestrate resources for AI implementation, focusing on the dynamics of resource orchestration. It highlights the importance of structuring, bundling, and leveraging AI resources to enhance competitive advantages and drive digital transformation within the manufacturing sector.
  • main points
  • unique insights
  • practical applications
  • key topics
  • key insights
  • learning outcomes

  • • main points

    • 1
      In-depth analysis of AI resource orchestration in manufacturing SMEs
    • 2
      Focus on practical implications for SMEs in digital transformation
    • 3
      Multiple case studies providing real-world insights

  • • unique insights

    • 1
      AI resources must be structured and bundled effectively for successful implementation
    • 2
      Dynamic orchestration of resources is essential for leveraging AI capabilities

  • • practical applications

    • The article provides actionable insights for SMEs on how to effectively implement AI through resource orchestration, enhancing their competitive edge.

  • • key topics

    • 1
      AI resource orchestration
    • 2
      Digital transformation in SMEs
    • 3
      Competitive advantage through AI

  • • key insights

    • 1
      Combines theoretical frameworks with practical case studies
    • 2
      Addresses a gap in AI implementation knowledge for SMEs
    • 3
      Focuses on the strategic orchestration of resources

  • • learning outcomes

    • 1
      Understand the concept of AI resource orchestration in SMEs
    • 2
      Learn practical strategies for implementing AI in manufacturing
    • 3
      Gain insights into the competitive advantages of AI-driven digital transformation
examples
tutorials
code samples
visuals
fundamentals
advanced content
practical tips
best practices

“ Introduction

Artificial intelligence (AI) is revolutionizing the digital landscape, particularly within the manufacturing sector. This article explores how small and medium-sized enterprises (SMEs) are leveraging AI to transform their operations and gain competitive advantages.

“ The Role of AI in Manufacturing

AI is integral to the digital transformation of manufacturing SMEs. It enhances production efficiency, optimizes supply chains, and improves decision-making processes, leading to significant operational improvements.

“ Understanding Resource Orchestration

Resource orchestration refers to the strategic management of resources to achieve desired outcomes. In the context of AI, it involves structuring, bundling, and leveraging AI resources effectively.

“ Case Studies of SMEs

This study examines multiple case studies of manufacturing SMEs in Sweden, focusing on sectors such as packaging, plastics, and metals. These case studies reveal how SMEs are successfully implementing AI through resource orchestration.

“ AI Resources and Capabilities

SMEs must acquire and accumulate various AI resources, including technologies and skilled personnel. These resources are then bundled into learning and governance capabilities to facilitate effective AI implementation.

“ The Process of AI Implementation

The implementation of AI in manufacturing SMEs is a dynamic process. It involves mobilizing technologies, coordinating manufacturing processes, and empowering employees to leverage AI capabilities.

“ Challenges and Opportunities

While the integration of AI presents numerous opportunities for SMEs, it also poses challenges such as resource constraints and the need for skilled workforce development. Addressing these challenges is crucial for successful AI implementation.

“ Conclusion

In conclusion, this research highlights the importance of resource orchestration in the successful implementation of AI within manufacturing SMEs. By effectively managing AI resources, SMEs can drive digital transformation and enhance their competitive edge.

 Original link: https://www.sciencedirect.com/science/article/pii/S026840122400029X

Comment(0)

user's avatar

      Similar Learning

      Related Tools