Automationinduced
Automationinduced is a term used to describe the set of outcomes that arise specifically from the deployment and operation of automated systems, software, and decision-making algorithms within organizations and processes. It focuses on the causal effects of automation on performance, workflows, labor dynamics, governance, and risk, rather than the inherent capabilities of the technologies themselves.
The concept encompasses both positive and negative phenomena. On the positive side, automationinduced effects can include
Mechanisms driving automationinduced outcomes include standardization and reengineering of processes enabled by automation, data-driven decision support
Applications span manufacturing, logistics, healthcare, finance, and software development. Examples include robotic production lines, automated quality
Critiques emphasize that automation alone does not guarantee benefits. Potential drawbacks include skill erosion, overreliance on
See also: automation, digital transformation, human-in-the-loop, autonomous systems.