An international technology company stored customer data in cloud infrastructures located across multiple jurisdictions. Although the company’s operations were efficient, it had not conducted a comprehensive assessment of where the data was stored or which legal systems governed its processing.

During a regulatory audit, it was determined that certain cross-border data transfers had not been structured in compliance with the applicable data protection requirements. As a result, the company was required to implement additional compliance measures, revise its contractual arrangements and reconfigure parts of its technical infrastructure.

Key Risk: The issue was not that the data was stored outside the country. The problem was the failure to assess the legal and operational implications of cross-border data transfers before implementing the system.

A company began using AI-powered systems to analyze customer behavior and improve predictive analytics. To train these systems, it processed large volumes of customer data and combined information from multiple data sources.

Over time, questions arose regarding the legal basis for processing the data, the applicable retention periods and the manner in which the data was being used to train AI models. An internal audit revealed that the company’s data governance framework had not been sufficiently developed to support these activities.

As a result, the company was required to redesign its data processing framework and update its internal policies governing the use of artificial intelligence.

Key Risk: The issue was not the use of artificial intelligence itself. The problem was the failure to establish effective governance over the data sources and data processing activities that supported the AI systems.

A rapidly growing company migrated most of its operations to a single foreign cloud service provider. Data storage, customer management, reporting systems and other business-critical processes all became dependent on the same cloud infrastructure.

Following a major service outage, the company lost access to key systems, experienced significant operational disruptions and struggled to meet its contractual obligations to customers.

A subsequent review revealed that the company had no alternative infrastructure strategy and had developed a high level of dependency on a single external technology provider for its critical data and operations.

Key Risk: The issue was not the use of cloud technologies. The problem was the concentration of critical operations with a single technology provider and the failure to establish contingency plans and alternative operational scenarios.