Definition

Adjective: 1. Operated or controlled by a machine or automatic process: Describes something that functions through mechanical or automated means, without continuous direct human operation.

Usage

The adjective "machine-driven" directly modifies a noun to indicate its automated nature. It is typically used in technical, industrial, or technological contexts. * The factory installed a new machine-driven assembly line for consistent quality. * The analysis of the large dataset was performed by machine-driven algorithms. * This is a machine-driven process, requiring minimal human intervention.

Advanced Usage

• Conceptual Use: Can be used metaphorically to describe systems, processes, or behaviors that seem automatic, impersonal, or lacking human spontaneity.
  • The corporation's hiring process felt cold and *machine-driven, focusing only on keywords in resumes.

Variants and Related Words

• Automated (adj.): Made to operate automatically. Often used interchangeably with "machine-driven."
• Mechanical (adj.): Operated by a machine or machinery; can also imply a lack of original thought.
• Automatic (adj.): Working by itself with little or no direct human control.
• Robotic (adj.): Of or relating to robots; often implies movements or actions that are rigidly automatic.

Synonyms

• Automated
• Automatic
• Mechanical
• Robotic
• Self-acting

Antonyms

• Manual
• Hand-operated
• Human-driven

Adjective

1. operated by automation
   • an automated stoker