Fleet Health
Live summary across customer accounts and recent telemetry.
Agentic Data Copilot Module
The full local/Docker app adds dataset upload, FastAPI SSE streaming, Claude tool-use integration, a LangGraph Planner/Analyst/Coder/Executor/Summarizer flow, PySpark materialization, and a visible Python execution sandbox.
React + FastAPI
Upload data, run analysis, and stream agent stages to the browser.
LangGraph + Claude
Plan, generate, repair, and summarize analysis code with tool-use hooks.
PySpark + Sandbox
Materialize parquet features and execute generated pandas/Plotly code safely.
Customer Health
Who needs attention and where the risk is clustering.
Incident Queue
Operational issues prioritized for triage and recovery planning.
Incident Detail
Root-cause signals, customer impact, and execution hints.
Agentic Triage
Streams live backend events locally and simulates them when hosted statically.
Activity Stream
Recent platform events from the pipeline and triage agent.