From Raw Scientific Data to Trusted Discovery: Agentic AI for FAIR and Reproducible Data Science: A Systematic Review of Data Engineering, Semantic Data Models, Multimodal Analytics, Provenance, and Human Oversight
Agentic artificial intelligence (AI) is beginning to change scientific data work from a sequence of manually connected tasks into a set of tool-mediated, partially autonomous workflows. That shift creates a practical question: can agents accelerate analysis without weakening the findability, accessibility, interoperabi...