The mall is judged in the sixty seconds after a family walks in
Escalators moving, air cool, restrooms clean, tenants served — managed as one operation across retail, office, and residential towers.
What this actually looks like on the ground.
- A stopped escalator at weekend peak is a safety risk, a crowd problem, and a social-media post within minutes.
- HVAC carries the visitor experience through 45-degree summers, and chiller plant failures are felt on the concourse in minutes.
- Tenant fit-outs run hot: permits, hot-work control, and reinstatement inspections across dozens of concurrent projects.
- Cleaning and security rounds are contracted out, and performance is argued from opinion rather than records.
- Energy is a top-three operating cost, but consumption per zone and per tenant is opaque.
- Mixed-use towers stack offices and residences over retail, and one plant room serves three different service levels.
How OpsSense runs this industry.
Vertical transport monitoring
Escalators and elevators monitored with Vibra and fault feeds, so degradation is fixed overnight rather than discovered at Friday peak.
Chiller plant and concourse comfort
Condition monitoring on chillers, AHUs, and pumps, with Therma across zones — comfort held through peak footfall at lowest sensible cost.
Fit-out permits and inspections
Tenant fit-out workflow: permit issue, hot-work control, milestone inspections, and reinstatement sign-off — every project traceable.
Cleaning and security rounds
Contracted rounds run as scheduled inspections with checkpoint verification, so performance is a record rather than an argument.
Energy per square metre with Volta
Zone and tenant-level metering exposes waste, supports tenant recharging, and ranks the estate's buildings against each other.
Tenant service desk
Tenants raise requests by portal or WhatsApp with SLAs per lease class, and every interaction lands in the tenant's file.
The AI staff for this industry.
Illustrative targets — customer-validated figures pending publication.
From escalator vibration to a fix before Friday
- 01
Vibra on the main atrium escalator's drive detects a rising vibration signature on Tuesday night.
- 02
The Asset Reliability Agent raises a work order predicting step-chain wear, flagged against the weekend footfall forecast.
- 03
The vertical-transport contractor is dispatched Wednesday night with the unit's fault history and the OEM checklist.
- 04
The chain is adjusted and worn guide rollers replaced during closed hours, with photos and torque readings logged.
- 05
Thursday's vibration data confirms return to baseline before the weekend peak arrives.
- 06
The contractor's SLA scorecard records a planned intervention instead of a trading-hours breakdown.
OpsSense is designed to support civil-defense inspection records, vertical-transport statutory examination tracking, and hot-work permit documentation required across GCC jurisdictions. It is PDPL-ready for tenant and visitor-adjacent data handled in Saudi Arabia.
“Escalator downtime during trading hours is the number our board asks about. It has moved in the right direction every quarter since go-live.”
See your operations run themselves.
A 30-minute walkthrough with an operations engineer. Your assets, your workflows, your questions.