Democratizing AI: How AutoML is Transforming Business Operations
Year: 2025
Type: article
Abstract: AutoML is revolutionizing how organizations implement artificial intelligence by democratizing access to machine learning capabilities. This technological advancement breaks down traditional barriers to AI adoption, enabling business users without extensive data science expertise to leverage predictive analytics effectively. While AutoML-generated models may not achieve the absolute highest accuracy compared to hand-crafted solutions, they offer a pragmatic balance of performance and efficiency that proves sufficient for most business applications. The impact is particularly notable in marketing, where AutoML enables rapid experimentation with targeting strategies and personalized engagement campaigns. From customer churn prediction to campaign optimization, AutoML empowers business users to independently develop and deploy AI solutions, fostering a more agile and data-driven approach to decision-making across organizations.
Author: Ankit Awasthi -
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
OpenAlex ID: W4408909087