Retail & mixed-use estates

Mall
Operations

Turn existing camera infrastructure into operational signals—occupancy, zones, and staffing cues without rip-and-replace.

All services
  • Privacy-by-design
  • Zone policies
  • Dashboards
Operations narrative

Quiet signals for busy concourses

A mixed-use operator wanted fewer radio check-ins during peaks. We delivered zone-level occupancy and dwell trends aligned to their security and facilities playbooks—readable in the tools their teams already use.

  • Privacy-by-design
  • Zone policies
  • Dashboards

4 zones

Live roll-up

−22%

Ad-hoc patrols

API

BMS handoff

We stopped guessing which wings needed flex staff—the floor plan finally matched what cameras already saw.
VP

VP, Property Operations

Verified narrative

How we work with you

Policy-first deployment: what you measure—and what you never store—is agreed before install.

Blueprint

Use cases & privacy

Define zones, retention, and redaction. Legal and ops sign the same brief.

Integrate

VMS & identity

Ingest streams with least-privilege access; optional LDAP/SSO for dashboards.

Calibrate

Ground truth week

Tune counts against manual samples; document variance by time of day.

Operate

Runbooks & alerts

Threshold-based alerts, weekly digest, and an escalation path facilities trusts.

How it works

From frames to operational KPIs—with governance baked in.

01

Ingest & redact

Stream processing with optional face blur and configurable retention windows.

02

Zone analytics

Occupancy, dwell, and directional flow mapped to your floor plan.

03

Signals to teams

Webhooks, email, and Slack-style hooks for facilities and security leads.

04

Audit & replay

Incident timelines with exportable evidence for after-action reviews.

On-site impressions

Concourses, control rooms, and the interfaces operators live in.

Deployment visuals

Mall concourse
Operations dashboard
Zone map overlay

Next step

See your estate in real time

We will review your VMS topology and propose a pilot wing with measurable KPIs in thirty days.

Compare services

Typical working session

  • Integration surfaces & security posture
  • Latency, accuracy, and ops constraints
  • Pilot scope and success criteria

No generic deck—technical stakeholders welcome.