ConductVision Enterprise

Real Estate & Property

ConductVision times cars stopped in fire lanes, charging bays and garage entry queues for property managers who run parking, entrances and drop-off loops.

Cars park along both sides of a driveway lined with bare trees and condominium buildings; boxes mark thirteen cars.13 detections
Condominium driveway in Charlottesville
  • Car13

ConductVision detections on this photo.

Commercial and residential property managers oversee portfolios of buildings where security, tenant satisfaction, operational efficiency, and maintenance planning all depend on understanding how spaces are actually used. Most properties have extensive camera infrastructure installed primarily for security, yet the behavioral and occupancy data captured by those cameras remains untapped. ConductVision's technology can extract actionable intelligence from existing property camera networks, providing real-time occupancy analytics, parking management, common area utilization metrics, security monitoring, and building condition assessment that inform operational decisions and capital planning.

Outcomes

What your team gets

Cars stopped in the fire lane

Rideshare cars and deliveries stop in the fire lane and the drop-off loop.

Blocked lanes hold up other drivers, and the manager hears about it from tenants first.

How
ConductVision detects cars stopped in the fire lane or loop and times each stop.
You get
A log of stops over the set limit by hour, with a still of each.

Turnover at EV charging bays

Cars stay in EV charging bays for hours after drivers park them.

Other drivers find every charger taken, and the property cannot show which bays turn over.

How
ConductVision detects each car in a charging bay and times how long it stays.
You get
Dwell time per charging bay by day, with the longest stays listed.

Queues at the garage entry

Cars back up at the garage entry gate during the morning peak.

A queue onto the street blocks traffic and starts tenants' days with a wait.

How
ConductVision counts the cars waiting at the entry gate and times each car's wait.
You get
Entry queue length and wait by hour, for gate settings and staggered permits.

The challenge

Property managers lack real-time visibility into how tenants and visitors use building spaces, leading to inefficient HVAC scheduling, under-optimized common areas, and parking management based on permit counts rather than actual utilization. Security monitoring depends on guard patrols and reactive footage review, and building condition assessment for maintenance planning relies on periodic walk-throughs that miss developing issues.

Our approach

ConductVision can process feeds from lobby, parking, common area, and perimeter cameras to generate occupancy patterns, parking utilization data, security alerts, and maintenance inspection records. Analytics dashboards can inform lease negotiations with actual traffic data, optimize building operations based on occupancy patterns, and provide tenants with amenity utilization insights.

What the model sees

Detections in two more settings

Pedestrians walk past the ground floor of a new tower while cars line a wet, snowy street; boxes mark three people and nine cars.
Tower base on Archer Avenue, Queens
  • Car9
  • Person3

ConductVision detections on this photo. Photo: Tdorante10, CC BY-SA 4.0, cropped.

Four classic cars park in front of the arched entrance of an older apartment building; boxes mark all four cars.
Classic cars at an apartment building
  • Car4

ConductVision detections on this photo. Photo: Rob Oo from NL, CC BY 2.0, cropped.

Endpoints

What a pilot measures

Each endpoint is defined before the pilot starts, with what is counted, its unit and how the results are broken down.

What a pilot measures
PrimaryFire lane stops over limitCars stopped in a fire lane or drop-off loop longer than the set limit, counted once per stop.Unit:stops per dayBy:Lane, hour
SecondaryEV bay dwellHours from a car's arrival in a charging bay to its departure.Unit:hours (median)By:Bay, weekday
Charger turnoverDifferent cars using each charging bay in a day, counted from arrivals.Unit:cars per bay-dayBy:Bay, weekday
Entry queue waitSeconds from a car joining the garage entry queue to passing the gate.Unit:seconds (median)By:Entry, hour

How we check the model

Each pilot measures ConductVision on your own footage against a sample checked by hand, before anyone relies on its numbers.

  • Stop time error

    Difference between the ConductVision stop duration and a reviewer's timing of the same sampled stops.

    seconds (median absolute difference) · by camera

  • Bay status agreement

    Share of sampled frames where the ConductVision occupied or empty call for a bay matches a reviewer's.

    % · by bay, light conditions

  • Queue count agreement

    Difference between the ConductVision queue count and a reviewer's hand count on sampled frames.

    cars per frame (mean absolute difference) · by entry

Use cases

Where teams put it to work

Building Occupancy Analytics

Cameras at entries, elevators, and floor access points can measure real-time and historical occupancy by floor, zone, and time period. Data can drive HVAC and lighting schedules, inform space planning decisions, and provide tenants with utilization reports for their lease negotiations.

Parking Structure Management

Cameras at entries, exits, and level transitions can track vehicle counts and available spaces in real time. License plate recognition can manage permit compliance and visitor access. Occupancy data can be displayed on level indicators and mobile apps, reducing circling time and tenant complaints.

Common Area Utilization Monitoring

Cameras in lobbies, fitness centers, conference rooms, rooftop areas, and co-working spaces can measure usage patterns by time and day. Utilization data can justify amenity investments, inform programming schedules, and identify underperforming spaces for redesign consideration.

Property Security and Access Monitoring

Perimeter cameras, loading dock feeds, and building entry points can detect after-hours access, tailgating at controlled doors, and suspicious loitering. Integrated with access control systems, visual verification can confirm that badge holders match authorized personnel.

Building Condition and Maintenance Inspection

Exterior cameras and periodic drone imagery can assess facade conditions, roof membrane integrity, parking deck surface degradation, and landscape maintenance quality. Visual change detection over time can identify developing issues before they escalate into costly repairs.

Loading Dock and Delivery Management

Cameras at loading docks can track delivery vehicle arrival, bay occupancy, and dwell times. Dock scheduling can be optimized based on actual usage patterns, and unauthorized use of tenant-reserved bays can be flagged automatically.

Systems it connects to

  • Building Management Systems (BMS/BAS)
  • Access Control Platforms (Brivo, Kastle)
  • Property Management Software (Yardi, MRI)
  • Parking Management Systems (SKIDATA, ParkMobile)
  • Work Order and Maintenance Platforms

Pilot

Scope a real estate & property pilot

Tell us about your sites and cameras, and a ConductVision engineer replies with a scoping plan built around the endpoints above.