Researchers from Oxford and Stanford universities have unveiled a system that revolutionizes data journalism by using 7 AI agents working together to transform ordinary CSV files into complete, fact-checked interactive news articles The system called "Data Journalist Agent" or "Data2Story" is a skill for Claude Code designed to solve the problem of complex and time-consuming news data processing. The system works through the collaboration of 7 specialized AI agents with distinct responsibilities.
The 7 Collaborating AI Agents
- Data Analysis Agent - Analyzes data from CSV files to identify important trends and interesting patterns
- Research Agent - Conducts additional research from online news sources to provide context
- Fact-Checking Agent - Verifies the accuracy of information and finds credible sources
- Writing Agent - Writes news article content following professional journalism standards
- Visualization Agent - Designs graphics and infographics to present data in an understandable way
- Source Linking Agent - Creates links to all original data sources
- Quality Assurance Agent - Performs overall article quality checks before publication
The System's Impressive Capabilities
What makes Data2Story stand out is its accuracy in citing sources. Testing revealed that 93% of all statements in generated articles have verifiable source links, demonstrating that the system prioritizes credibility and reduces AI hallucination. The system is not only faster than human work but can also produce quality articles comparable to those written by people, while presenting data in an interactive format that allows readers to engage with the information.
Impact on the Media Industry
Data2Story isn't just an automated news generation tool; it's a prototype for using multi-agent workflows in content creation tasks that require both speed and accuracy. This system demonstrates AI's potential in assisting with documentary work and presenting complex information. In the future, this technology could be adapted for other applications requiring high-quality data processing and presentation, whether business reports, academic documents, or even learning materials for education. Source: The Decoder (https://the-decoder.com/data2story-turns-a-csv-file-into-a-verified-interactive-news-article-using-seven-ai-agents-matthias-bastian-jun-20-2026-short-news/)