ConductVision Enterprise
In a pilot, ConductVision flags guest falls, times bags waiting at the curb and counts elevator lobby crowds for hotel and resort operations teams.
14 detectionsConductVision detections on this photo. Photo: Basile Morin, CC BY-SA 4.0, cropped.
Hotels, resorts, and tourism venues manage complex environments where guest safety, operational efficiency, and experience quality must be balanced simultaneously. Pool and beach areas require constant lifeguard vigilance, lobbies and event spaces experience unpredictable traffic surges, and expansive resort properties present security challenges that fixed guard patrols cannot fully cover. ConductVision's technology can provide discreet visual analytics that enhance guest safety and operational efficiency without compromising the hospitality atmosphere. Pool and water safety monitoring, lobby flow optimization, event space management, and property security can operate continuously from existing camera infrastructure.
Outcomes
Guests slip on pool decks, stairs and wet lobby floors, often with no staff member nearby.
A fall found late means a slower response and an incident report pieced together from memory.
Guests' bags wait at the curb and bell stand at check-in and checkout peaks.
Bags that wait too long leave guests standing in the lobby and pile up at the entrance.
Guests wait for elevators with their bags during checkout and event peaks.
Long elevator waits make guests late for checkout and crowd the floor lobbies.
Hospitality properties must maintain a welcoming atmosphere while ensuring guest safety across pools, beaches, parking areas, and sprawling resort grounds. Lifeguard attention degrades over long shifts, lobby overcrowding during check-in peaks creates poor first impressions, and large event venues struggle with capacity management. Traditional security camera systems capture footage but generate actionable intelligence only after incidents occur.
ConductVision can analyze pool and beach camera feeds to detect distress behavior and drowning indicators in real time, providing lifeguard teams with an additional alerting layer. Lobby cameras can monitor queue lengths and traffic flow to trigger staffing adjustments. Property-wide cameras can provide integrated security monitoring with anomaly detection tuned to hospitality environments.
What the model sees
ConductVision detections on this photo. Photo: Basile Morin, CC BY-SA 4.0, cropped.
ConductVision detections on this photo. Photo: Sdkb, CC BY-SA 4.0, cropped.
Endpoints
Each endpoint is defined before the pilot starts, with what is counted, its unit and how the results are broken down.
| Endpoint | How it is counted | Unit | Broken down by |
|---|---|---|---|
| PrimaryTime to staff response | Minutes from a detected fall to the first staff member in view beside the guest. | Unit:minutes (median) | By:Area, shift |
| SecondaryFalls by area | Falls detected and confirmed by staff from the clip, counted once per event. | Unit:falls per month | By:Area, time of day |
| Bag wait time | Minutes from a suitcase's first frame at the curb or bell stand to its last. | Unit:minutes (median) | By:Hour, day |
| Elevator lobby peak | Most people counted waiting in an elevator lobby view in each 15 minutes. | Unit:people (peak per 15 minutes) | By:Floor, hour |
Each pilot measures ConductVision on your own footage against a sample checked by hand, before anyone relies on its numbers.
Fall alert precision
Share of fall alerts that a reviewer confirms in a hand-checked sample of clips.
% · by camera, area
Staged fall recall
Share of staged test falls in each camera view that ConductVision flagged.
% · by camera, lighting
Suitcase count agreement
Difference between the ConductVision suitcase count and a reviewer's hand count on sampled frames.
suitcases per frame (mean absolute difference) · by camera
Capabilities
Counts and tracks people in each camera view, by zone and hour.
Tracks posture, waiting and movement from pose keypoints in public spaces.
Counts dense crowds and maps where people gather, section by section.
Pose tracking for work at height and on walkways, with fall alerts routed to staff.
Flags people and vehicles inside the zones you draw on each camera.
Use cases
Underwater and overhead cameras can detect submersion events, distress behavior, and unaccompanied children in pool and beach areas. Alerts can reach lifeguard teams and duty managers on detection, providing a supplementary safety layer during high-occupancy periods and shift transitions.
Cameras in lobby and reception areas can monitor guest queue lengths, wait times, and traffic patterns in real time. When queue thresholds are exceeded during check-in peaks, alerts can prompt managers to open additional counters or deploy mobile check-in staff.
Ballroom, conference center, and outdoor event area cameras can provide real-time occupancy counts. Capacity threshold alerts can ensure compliance with fire codes, and post-event analytics can inform space allocation and pricing for future bookings.
Perimeter cameras, parking area feeds and building entry points can be monitored for after-hours intrusion and vehicle theft. Restricted areas such as maintenance facilities, staff zones and unoccupied wings can be watched during the off-season.
Cameras in common areas, restaurants, and amenity zones can measure dwell times, traffic patterns, and utilization rates across property facilities. Data can inform amenity scheduling, staffing allocation, and capital investment decisions based on actual guest behavior rather than survey data alone.
Related
Counts shoppers, queues and carts from the store's existing cameras.
Counts crowds at gates, concourses and stands.
Counts people, vehicles and bikes at intersections, stops and public spaces.
Pilot
Tell us about your sites and cameras, and a ConductVision engineer replies with a scoping plan built around the endpoints above.
