Real-time zone intelligence, autonomous incident detection, and a Gemini-powered AI agent that takes real actions — all backed by MongoDB Atlas.
5
Zones monitored
30s
Traffic refresh cadence
7
Agent tools
100%
Autonomous operations
Platform
Live foot traffic readings across all 5 mall zones, updated every 30 seconds. Weather-adjusted occupancy data flags crowd surges, high-density zones, and surge events the moment they happen.
The auto-patrol system scans every zone every 5 minutes. When occupancy crosses HIGH or CRITICAL thresholds, incidents are logged automatically, affected tenants are identified, and dispersal campaigns are triggered — no human needed.
Every crowd surge or revenue alert automatically triggers a targeted marketing campaign on digital signage, SMS, and the mall app. Campaign effectiveness is tracked back to MongoDB Atlas in real time.
Ask anything about your mall in plain English. The agent reasons across live traffic, weather, tenant data, and incident history — then takes real multi-step actions, writing every decision back to MongoDB Atlas with a full audit trail.
Capabilities
Zone occupancy updated every 30 seconds, weather-adjusted in real time
Gemini 2.5 reasons across all live data and takes real actions
Autonomous incident detection, creation, and resolution every 5 minutes
Auto-triggered campaigns on digital signage, SMS, and mall app
Aggregation pipelines compute zone risk scores and incident trends live
Semantic similarity search finds relevant past incidents to inform responses
“Mall operations today are reactive, manual, and slow. MallMind makes them proactive, autonomous, and instant — one agent, live data, real actions.”
Live Demo
Live foot traffic. Real MongoDB Atlas data. Gemini 2.5 reasoning over it all. No demo data. No mock responses. Everything is live.