Paper#AI Agents, Data Visualization, Automated Report Generation🔬 ResearchAnalyzed: Jan 3, 2026 20:11
A2P-Vis: Automated Data Analysis to Report Generation
Published:Dec 26, 2025 18:02
•1 min read
•ArXiv
Analysis
This paper addresses the challenge of automating the entire data science pipeline, specifically focusing on generating insightful visualizations and assembling them into a coherent report. The A2P-Vis pipeline's two-agent architecture (Analyzer and Presenter) offers a structured approach to data analysis and report creation, potentially improving the usefulness of automated data analysis for practitioners by providing curated materials and a readable narrative.
Key Takeaways
- •A2P-Vis is a two-part, multi-agent pipeline for automated data analysis and report generation.
- •The Data Analyzer focuses on generating diverse visualizations and identifying key insights.
- •The Presenter constructs a coherent narrative from the Analyzer's output.
- •The system aims to produce publication-ready reports without manual intervention.
Reference
“A2P-Vis operationalizes co-analysis end-to-end, improving the real-world usefulness of automated data analysis for practitioners.”