The period from when a product is initially discovered to its formal recall announcement is known as the "discovery-to-recall" period. Due to the fact that businesses must continually balance several conflicting objectives during the recall process, choosing when to recall is not an easy issue. General Motors was hit with a $35 million fine in 2014 for its tardiness in fixing the ignition switch issue that affected millions of cars.

Artificial Intelligence (AI) has revolutionized various industries and marketing is no exception. The rapid advancements in AI technologies have led to the development of collaborative AI frameworks that leverage the power of collective intelligence to enhance marketing strategies. These frameworks enable businesses to harness the potential of AI while fostering collaboration between humans and machines. In this blog, we will explore the concept of collaborative AI in marketing, its benefits, and the key components of an effective framework.

With the increasing prevalence of online platforms and the growing volume of user-generated data, the field of online recommendations has gained significant attention. Recommendations play a crucial role in enhancing user experiences, encouraging engagement, and driving revenue for businesses. Two primary approaches to online recommendations have emerged: simultaneous and sequential methods. In this paper, we will conduct an in-depth comparison of these two approaches, exploring their strengths, weaknesses, and suitability for different scenarios.

The COVID-19 pandemic has transformed the way people live, work, and shop around the world. In Kuwait, like many other countries, the pandemic has accelerated the adoption of online shopping as customers sought safer alternatives to in-person retail. The shift towards digital platforms has not only impacted customer behavior but has also influenced their attitudes towards online shopping. This blog delves into the fluctuating attitudes of customers in Kuwait towards online shopping during the pandemic, and how Social Media Marketing Activities (SMMAs) and Brand Equity play a pivotal role in shaping customer responses. Additionally, we will explore the moderating effect of overall flow in this relationship.

The cross-border supply chain is a complex network of interconnected systems that enable the seamless movement of goods across national borders. Traditionally, this process has been plagued by inefficiencies, delays, and security concerns. However, the integration of Internet of Things (IoT) technology is set to revolutionize the way we manage and optimize cross-border supply chains. In this blog, we will explore the various use cases and benefits of IoT in transforming the cross-border supply chain landscape.