Service Area Tools
Map-aware ArcGIS assistant with drive-time and walk-time service area analysis. Draw orange service area polygons directly on the map.
Human-in-the-Loop Agent
LangGraph-powered multi-agent workflow with human approval gates. The agent pauses at decision points and waits for your confirmation.
AI Assistant + MCP
ArcGIS AI assistant connected to the local MCP hub. Add and call external tools (weather, catalog, custom) and render MCP geography on the map.
UAE Trip Planner
7-agent trip planner with automatic & interactive modes. POI Advisor, News, Weather, Route, and Coordinator agents — powered by 4 MCP servers. Discovers top UAE attractions, scores by safety/weather/travel, and routes you there.
GIS Data Explorer
Simple data exploration app powered by Esri's built-in Data Exploration and Navigation agents. Ask questions about the feature layers on the map. Supports AGOL & ArcGIS Enterprise 11.3 with Azure, Ollama, and Groq AI providers.