TADI: Tool-Augmented Drilling Intelligence via Agentic LLM Orchestration over Heterogeneous Wellsite Data

TADI is an agentic AI system that transforms drilling operational data into evidence-based analytical intelligence. It integrates heterogeneous wellsite data using a dual-store architecture and 12 domain-specialized tools orchestrated by an LLM for multi-step evidence gathering.