A crisp tour of the new taxonomy for Data Agents — L0 to L5 — and why the L2→L3 leap (from executing steps to orchestrating pipelines) is the milestone to track. We cover the scope across Data Management, Preparation, and Analysis, the governance risks from vague marketing, and what “Proto-L3” systems look like in the wild. Source: A Survey of Data Agents: Emerging Paradigm or Overstated Hype?

#AI #DataAgents #AgenticAI #LLMAgents #DataEngineering #DataManagement #DataPreparation #DataAnalysis #NL2SQL #RAG #MCP #AutonomyLevels #L2toL3 #EnterpriseAI #AISPARKS