Members-Only
Recent Talks & Demos are for members only
You must be an AI Tinkerers active member to view these talks and demos.
RAG LLM Team Activity Insights
The session demonstrates a Jupyter Notebook proof‑of‑concept that combines usage‑tracking dashboards, forecasting models, and a retrieval‑augmented LLM to deliver actionable insights for process‑oriented team managers.
Our application tracks the applications people use throughout their work day. We currently present this information to team managers primarily in the form of dashboards & data tables, and are now building forecasting models & an LLM integration to enhance & present the data in a more accessible & insightful way, enabling managers to more easily optimize process-oriented teams. I’ll walk us thru a proof-of-concept Jupyter Notebook.
ActivTrak: AI-powered workforce analytics optimizes productivity, monitoring, and resource planning.