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Enterprise AI
From Big Data to Smart Data: The Strategic Shift in AI Training Pipelines
Timothy Yang
Published on April 3, 2026 · 10 min read
Frequently Asked Questions
What is Data-Centric AI?
Data-Centric AI is a philosophy that focuses on improving the quality of the data used to train models, rather than just tweaking the model architecture itself.
About the Author
Timothy Yang, Founder & CEO
Trainset AI is led by Timothy Yang, a founder with a proven track record in online business and digital marketplaces. Timothy previously exited Landvalue.au and owns two freelance marketplaces with over 160,000 members combined. With experience scaling communities and building platforms, he's now making enterprise-quality AI data labeling accessible to startups and mid-market companies.