In the GenAI Era, Analyzing How Work and Roles Are Changing, Combined with AI Agents

LY Corporation's PJ One Piece project aims to be an analytics AI agent that uses generative AI to connect business questions, data analysis, insight derivation, and follow-up action design into a single flow. Through this, the analysis process that previously took an average of 2 weeks has been shortened to about 10 minutes, building an environment capable of performing hundreds of analyses per month.

The existing data analysis environment has three major gaps (Divides).

• Gap between business and data: Even with data infrastructure in place, practical data utilization such as writing SQL or defining metrics still requires specialized knowledge
• Gap in the analysis process: The stages of task definition, design, execution, and review are separated, causing context to be lost and lead times to lengthen
• Gap between domains: When domains change, analysis techniques and knowledge cannot be reused, leading to silos

PJ One Piece resolves these gaps by 'Stitching' them together, centered on an analytics agent. When a user sends a request in natural language, the agent interprets the purpose, establishes an analysis plan, uses tools to gather information, and summarizes the results. The goal is to create an environment where business teams can directly perform analysis and make decisions without relying on data scientists.