Stanza Care AI Maintenance Triage

Portfolio Artifact: PM Candidate Souvik Ghosh | Target: Stanza Living (Gurgaon)

Flow Analysis

Legacy Manual Warden Routing

Resolution SLA (MTTR) 18.5 hrs Industry avg: 12-24 hrs
Resident CSAT 68% High drop-off on day 2
The Problem: Residents enter vague text like "bathroom issue". The ticket sits unassigned in the warden dashboard for hours before a physical inspection is scheduled.
PM Product Decisions & Guardrails
Return to Main Portfolio Souvik Ghosh • Product Manager Case Study Portfolio