From Research to Data with AI 5 of 5: Your AI Research Assistant—Logs, Notes, and Citations

The final session of the 2026 course From Research to Data with AI offers a comprehensive look at how modern technology can streamline the most meticulous aspects of family history. Led by experts Andrew Redfern and Fiona Brooker, this webinar focuses on transforming raw research into organized, usable data through the power of AI research assistants. By exploring the integration of research logs, automated transcriptions, and precise citations, the session demonstrates how genealogists can move beyond "flying by the seat of their pants" to a more structured and analytical approach. Whether dealing with decades-old notes or complex social histories, the webinar illustrates that AI is not just a tool for generation, but a sophisticated partner in historical verification and organizational efficiency.

• Automated Multimedia Transcription: Researchers can revive "analog" family history by converting old cassette tapes or handwritten notes into digital text using specialized AI tools like TurboScribe or Google Gemini. This process significantly reduces the time required for manual data entry, allowing for rapid analysis of recorded interviews and field notes while maintaining high levels of accuracy.
• Prompting for Precision Citations: AI can act as a bridge to mastering complex citation standards such as Evidence Explained. By providing the tool with specific record details and URLs, genealogists can generate robust source citations that ensure future researchers can easily relocate original documents, with the added benefit of "teaching" the AI a preferred formatting style for future use.
• Dynamic Research Planning: AI tools possess the analytical capacity to examine existing data—such as a master research spreadsheet—and suggest logical next steps. From identifying missing census records to suggesting investigations into specific historical occupations like "silk winders," AI helps researchers transition from passive data collection to active, strategy-driven investigation.

This webinar serves as an essential guide for any family historian looking to bridge the gap between traditional research and the digital future. To fully grasp the nuances of building a Master Research Table and to see live demonstrations of real-time AI updates, viewing the full recording is highly recommended. The session provides the clarity needed to handle evolving technology with confidence and ethical responsibility. Genealogists are encouraged to download the comprehensive syllabus, which includes practical prompts and a self-reflection workbook to track their progress. Exploring these additional resources will empower researchers to refine their workflows and prepare for the next phase of their genealogical journey.