Journal of Operational Risk

Risk.net

The robot-labeling phenomenon: robot-ready modern operational risk management

Alexandra Prisznyák

  • This study identifies the misuse of the term ‘robot’ in the literature and introduces the robot-labelling phenomenon.
  • Analysis of the HunOR database reveals the predominance of human-centered methods in risk categorization, leading to inadequate documentation of robot autonomy or human oversight in current operations, thus emphasizing the need for improved monitoring and documentation.
  • We advocate for a shift in the operational risk management mindset to address the challenges of the synthetic era through: enhanced risk profiling, human-robot task trade-off catalogs, incident catalogs, operational risk database modernization, training, and establishment of cross-functional robot forums.

Human-free (robo) bank branches operating autonomously with software and embodied robots are now a reality, posing significant operational risks. Robots utilizing diverse underlying technologies exhibit varying risk profiles based on their intelligence and level of autonomy. Risks stemming from robot-related incidents should be integrated into the Basel Committee on Banking Supervision’s existing framework. Therefore, understanding the definition of “robot” in the banking sector is crucial for effective operational risk management. This study fills a gap in the literature by discussing the robot-labeling phenomenon (ie, indiscriminate use of the term “robot” to mean both a physical and digital form) and highlighting its widespread misuse in the literature and in banking practice. Analysis of the Hungarian Operational Risk (HunOR) database reveals that the current operations do not record robot autonomy or human oversight, and human-centered risk categorization predominates in risk event categorization, which lacks specific categories for autonomous artificial intelligence or robots. This paper advocates for a shift in the operational risk management mindset to address synthetic era challenges through enhanced risk profiling, human–robot task trade-off catalogs, incident catalogs, operational risk database modernization, training and the establishment of cross-functional robotics forums.

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