The Impact of Intelligent Automation on Modern Business Operations: a Data-driven Analysis
Year: 2024
Type: article
Abstract: This article presents a comprehensive analysis of intelligent automation's transformative role in modern enterprise operations, examining implementation patterns across diverse industry sectors from 2020 to 2024. Through quantitative analysis of 500+ enterprise implementations, we identify three key patterns: (1) the emergence of hybrid automation architectures combining on-premise and cloud solutions, achieving 42% higher performance than traditional single-mode deployments; (2) a correlation between automation maturity and business resilience, with organizations at advanced automation stages showing 3.5x better adaptability to market disruptions; and (3) the critical role of data architecture in automation success, with organizations employing unified data platforms reporting 65% higher ROI on automation investments. Our analysis reveals that successful intelligent automation implementations follow a distinct maturity curve, progressing through stages of task automation, process automation, and cognitive automation.
Author: Researcher
Language: English
Subfield: Industrial and Manufacturing Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W6949279898
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