Recordings / test bench
Checkout queues
Estimate queue length and waiting time by checkout, with a prompt for staff to consider opening another till.
01Retail · Workplace safety · Site operations
Connect existing cameras to event analysis, an operator console and operational reports. Explore the partner platform by use case, with development status and the requirements for a pilot on your site.
Discuss a WATCHDOG pilotDeveloper-site tests · Customer pilot pending
WATCHDOG · Partner-developed platform
Source: the partner’s September 2026 development brief. It reports developer-site tests, recording-based tests and test-bench work, but no completed WATCHDOG customer-site pilot. Status labels below are developer-reported, not independent certification or proof of performance at your site. BELL RIVER presents the platform for a scoped implementation discussion, not as its own completed client deployment.
02How it works
Use standard streams from existing cameras and recorders. Thermal cameras, microphones or environmental sensors are assessed only where the task needs them.
A compact edge device flags candidate events near the cameras. The brief describes local buffering during connection loss, with delayed delivery after reconnection.
An on-site server checks the selected event against agreed rules and available footage, then prepares a description and supporting material.
Deliver a timestamp, description, relevant clip and log entry to a browser console or approved integration. The operator confirms the event and decides what to do.
03Capabilities and readiness
Based on the September 2026 partner brief. Each label describes the documented stage of a function, not a performance guarantee.
Understand queues, store occupancy and conditions that need staff attention. The proposed scope uses operational counts and events, not shopper identification or profiles.
Recordings / test bench
Estimate queue length and waiting time by checkout, with a prompt for staff to consider opening another till.
Developer-site tested
Count entries over a period and estimate how many people are inside. Evaluate counting quality for your entrances, camera views and busy periods.
Recordings / test bench
Flag a wet floor, a spill or goods scattered on the floor so staff can inspect the area and arrange cleaning.
Developer-site tested
Flag presence in an agreed store or stockroom zone after closing for staff review. An alert does not establish identity, intent or theft.
Bring defined visual conditions to an operator’s attention. These are supplementary observations, not safety interlocks, medical assessments or guarantees of injury prevention.
Recordings / test bench
Evaluate visible helmets and high-visibility clothing. The brief explicitly reports insufficient reliability at a distance; views and acceptance criteria must be agreed on site.
Developer-site tested
Flag presence in a drawn risk zone, under a suspended load or near equipment. A person reviews the alert and follows the site’s safety procedure.
Developer-site tested
Flag a possible fall or a person lying on the ground for prompt human review. The cause and the person’s condition must be assessed by people, not inferred from the alert.
Developer-site tested
Summarize occupancy across designated work areas. Scope reporting at area level, without individual productivity scores or employee movement histories.
In development
Explore visible product defects or equipment-condition checks as custom extensions. The brief does not establish a validated production-line inspection deployment.
Supplement existing fire precautions with footage for operator review. WATCHDOG is not a certified fire detector and does not replace fire alarms, mandatory safety systems or recording infrastructure.
Mixed source status
Evaluate possible visual flame or smoke, including infrared night footage where suitable. Pages 4 and 12 describe different readiness levels; confirm the supplied configuration and validate it at the customer site.
Recordings / test bench
Observe a vehicle occupying a defined fire-access area and the duration of that occupancy. The proposed task does not require identifying drivers or building vehicle movement histories.
In development
Explore checks for obstructed exits, blocked access to fire equipment or a propped fire door. These functions remain development work in the capability table.
In development
Compare an agreed location with a reference view to explore whether an extinguisher is absent. Do not rely on this proposed check instead of required inspections.
Scope monitoring to the customer’s own operational areas: boundaries, equipment, deliveries and camera availability. This is not cross-site tracking of people or vehicles.
Developer-site tested
Observe presence in agreed boundary or restricted work zones, with scheduled night operation. Review camera coverage and the response procedure before use.
Developer-site tested
Notify operators about an obscured camera, a frozen image or a missing video stream so they can investigate gaps in coverage.
Developer-site tested
Flag animals or objects in selected operational zones for review. Reflections, shadows and site-specific nuisance alerts still need to be tested.
Developer-site tested
Distinguish documented equipment categories such as trucks, mixers, excavators, cranes and forklifts, and evaluate whether a vehicle appears loaded or empty.
Developer-site tested
Record arrival at a loading zone, dwell time and departure as an operational event. Quantity calculations require an agreed connection to existing entry and exit weighing equipment.
Developer-site tested
Compile timestamps, reviewed events, aggregate area occupancy and delivery activity into a shift summary. Reported quantities depend on the available camera and scale data.
A separate engineering foundation for future sound-based observations. It is not a ready-to-deploy industrial fault-detection package.
Laboratory foundation
The brief reports a laboratory-tested chain from a microphone node through server verification to an alert. Tests of the underlying target sound do not establish performance on machinery faults, glass breakage or industrial alarms.
In development
Training and evaluation would be needed for particular machines or industrial events. Welding and construction noise remain interference risks; a multi-node field installation has not been validated.
04Event review
The brief describes a working developer-site event-analysis chain. For a customer pilot, scope it to recorded events, supporting material and human confirmation.
Start from a recorded event and gather footage immediately before and after it, preserving timestamps and the original context.
Review another relevant camera view where authorized, compare the timing and check the agreed operational rules. Keep uncertainty visible rather than filling gaps with assumptions.
Present a description, supporting frames or clips and a log entry. These are review materials, not a determination of identity, criminal intent, guilt or responsibility.
A responsible person confirms or rejects the event and follows the agreed response procedure. The page describes a bounded event-review workflow, not autonomous investigation or enforcement.
Operator delivery can include a browser console, an event log, a shift report or an approved connection to an existing business system. No independent customer-site results are claimed.
05Equipment and data
Agree compatibility, capacity and data handling before installation. Extra equipment depends on the chosen task.
Compatible network cameras or recorders providing a standard video stream. Check stream access, field of view, lighting, image quality and blind spots before choosing the pilot cameras.
Compact devices installed where network and power are available. The developer describes up to 10 cameras in a standard mode or 2–4 with fuller analysis; these are planning references, not a guaranteed capacity for every workload.
A server with graphics acceleration and appropriate network, storage and power. Size it against the actual streams, analysis modes and retention requirements rather than a universal camera-to-server ratio.
Thermal cameras, environmental sensors or weighing-system connections may be needed for a chosen scenario. Sound-monitoring hardware requires separate development and evaluation, not just installation.
The documented default is processing on the customer’s premises. Authorized event messages, short clips or optional external model services can still create outbound data flows. Agree every destination, access role and retention period; this is not an unconditional “data never leaves” guarantee.
This offering covers operational observations, aggregate counts and human-reviewed events. It excludes biometric identification, searching for particular people, cross-camera person tracking, demographic profiling and predictions of criminal intent. Footage may still contain personal data: a non-identifying task is not a claim that images are automatically anonymized.
Distance, lighting, occlusion, crowding and camera position can change performance. Test false alerts and missed events in representative conditions. Development-stage functions, English localization and industrial sound models need explicit additional work.
Your users, data requirements, existing systems, and operating environment shape the implementation.
Agree the operational task, authorized camera feeds, lighting, coverage, retention and access roles. Name a site contact and assess network, power and server capacity.
Start with representative cameras and agreed scenarios. Record false alerts and missed events, review them with operators and compare the results with acceptance criteria. Camera count and timing are agreed after the survey.
Expand only after reviewing the pilot. Connect approved operational systems, configure the operator workflow and train the people who handle alerts. The documented interface is Russian; English localization is scoped implementation work.
Use reviewed examples to refine the setup, revisit coverage when the site changes and assess additional scenarios separately. Keep event handling, data access and operator responsibilities documented.