AI-assisted Data Insight Visualization

Laserfiche Computer Science/Mathematics, 2024–25

Liaison(s): Shawn Bradford, Huize Huang SCR ’20
Advisor(s): Chris Stone
Students(s): Brian Cha, Marina Kazarian, Maxine Liu, Laurie Luo, Gabriel Yang (TL-S), Lydia Yang (TL-F)

Laserfiche is a software-as-a-service company that offers process automation solutions. It handles many files for users, from spreadsheets (CSV & XLSX files) to PDFs. In order to increase productivity for their users, Laserfiche wants to use artificial intelligence (AI) to generate insights and visualizations from input data and increase visualization options provided to the user. The Clinic team explored the use of generative AI, specifically large language models, for this purpose.