AIInfraRisk Monitor

AI Natural-Language Query Assistant

Ask plain-English questions over the PAIMANA infrastructure monitoring dataset.

AI

Welcome to the PAIMANA Natural-Language Infrastructure Risk Query Assistant.

You can query the entire centrally-sponsored infrastructure dataset in plain English. Ask about:

  • At-risk projects across sectors (e.g. Railways, Roads & Highways, Power)
  • Agency performance (e.g. NHAI, Indian Railways, NTPC, State PWD)
  • Specific project diagnostics and explainable AI feature importance (e.g. PRJ0010, PRJ0026)
  • Portfolio statistics and cost/schedule overrun patterns.