Democratizing AI: How AutoML is Transforming Business Operations

Author(s)	Ankit Awasthi
Country	United States
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.
Keywords	Artificial Intelligence, Automated Machine Learning, Business Intelligence, Digital Transformation, Predictive Analytics
Field	Computer
Published In	Volume 16, Issue 1, January-March 2025
Published On	2025-03-21
Cite This	Democratizing AI: How AutoML is Transforming Business Operations - Ankit Awasthi - IJSAT Volume 16, Issue 1, January-March 2025. DOI 10.71097/IJSAT.v16.i1.2659
DOI	https://doi.org/10.71097/IJSAT.v16.i1.2659
Short DOI	https://doi.org/g892ft

About IJSAT Fees & Payment Current Issue Publication Archive	Submit Research Paper Track Submission Status Publication Guidelines Publication Ethics Peer Review & Plagiarism	Join as a Reviewer Editors & Reviewers Reviewer Referral Program Get Reviewer Membership Certi.	Website/Journal Policies Usage Policy Content Policies Privacy Policy

Contact Us	Message on WhatsApp	+91-9687-182-185	editor@ijsat.org

International Journal on Science and Technology