V1T Object

V1T — video surveillance systems, software development,hardware, AI analytics, integration and incident managementV1T — video surveillance systems, software development, hardware, AI analytics, integration and incident management

In-house development You choose where data is stored Solutions on our own and third-party hardware
Server software

V1T Object software — video recording and a single analytics centre

Developed in-house on Linux. Cloud, your own server, or a hybrid of the two.

object.v1t.tech
V1T Object video wall: the real interface with site cameras
AI scenarios
  • Any cameras and recorders. ONVIF/RTSP plus native drivers for models without ONVIF support — your existing fleet connects with no replacements and no extra hardware.
  • Third-party software integration. Video and events from other surveillance systems in one shared centre.
  • AI on top of any source. Analytics runs on the V1T server — cameras do not need on-board intelligence.
  • Archive and redundancy. Recording, replication to a second server, failover channels, export.
  • External systems in sync with video. Access control, fire and security alarms, point-of-sale systems (the receipt is linked to the footage), sensors and industrial automation (process control), relays and dry contacts: an event from any of these systems becomes a marker on the recording.
  • Customisation and development to your requirements. From non-standard AI scenarios trained on video from your site to full integration with your own systems (ERP, MES, dispatch software).
  • Multi-site and multi-server. Every site in one interface, with access from the web and mobile apps.
Open-source stack — no proprietary licence fees
Linux OSPythonNginxNext.js (React)PostgreSQL
Integrations

Every source in a single centre

Cameras and recorders from any manufacturer, third-party surveillance software, access control and alarm systems, sensors and industrial automation all feed into the V1T platform — and come out as analytics, alarms, incidents and evidence.

V1T IP cameraV1T camerasand any other manufacturer
Network video recorderRecorders and NVRsincluding models without ONVIF
Optional integrations
Third-party surveillance softwareother VMS and recording software
Access control and alarmsaccess control, fire and security systems
Sensors and industrial automationprocess control, sensors and relays
Point of sale (POS)receipts in sync with video
Thermal camerastemperature monitoring
Microphones and audiosound events
Any other systemintegration built for your project
V1T Object The V1T Object
platform
server · cloud · hybrid
Live videomulti-screen layouts and video walls
Recordings and archivefast search by time and event
AI analyticsready-made scenarios and custom development
Alarms and notificationsto the operator, e-mail, SMS, relays
Incident logstatuses, owners, reports
Video evidenceclip export for review
Secure remote accessweb and mobile
AI video analytics

Ready-made video analytics scenarios

Modules can be enabled on any camera in the system. Cannot find the scenario you need — we will build it to your requirements.

Intrusion detection

Line and zone crossing, direction control along the perimeter.

Abandoned objects

An object left in a zone beyond the threshold raises an alarm.

Smoke and fire

Early detection from video — before the sensors trigger.

Camera tampering

Blocking, defocusing, glare and repositioning of a camera.

Loud sound detection

Sound classification: shouting, breaking glass, sirens, barking — each can trigger an alarm.

Crowd detection

Crowd and density monitoring within a zone.

Loitering

A person or vehicle staying in a zone too long: ATMs, entrances, perimeter.

Licence plate recognition

Plate numbers plus vehicle make, model and colour: barriers, checkpoints, entry logs.

Emergency vehicles

Ambulance, fire and police vehicles — automated access.

Attribute search

Find people and vehicles in the archive by clothing colour, type and direction.

Cross-camera tracking

An object's path across several cameras on the site plan.

Animal detection

Animals in a zone: agriculture, perimeter, warehouses.

Visitor counting

Entries and exits, conversion, scheduled reports.

Unique visitors

Repeat visits and staff are filtered out.

Queue monitoring

Queue length in a zone, with alerts when it grows too long.

Heat maps

Movement intensity on video and on floor plans.

PPE compliance

Hard hats, vests and masks — alerts on violations.

Fall detection

A fallen person raises an alarm: manufacturing, healthcare.

Staff activity

Presence and inactivity at workstations.

Object counting

Sacks, pallets, vehicles, animals — in zones and across lines, reconciled with your records.

Parking monitoring

Space occupancy, illegal parking, parking duration.

Vehicle movement control

Stopping in restricted zones, driving against the flow.

Search by description

A text query such as "a person in a red jacket with a bag" returns results from the archive.

Wagon and container numbers

OCR for rail wagons, tank cars and containers.

Mask detection

Monitoring of medical mask use in designated zones.

Spills and leaks

Liquid and fuel spills, steam leaks — alarms and automation.

Fill level

Tanks, hoppers, silos and tank-car filling — level monitoring from video.

Conveyor monitoring

Spillage, belt misalignment, oversized items and foreign objects on the belt.

Vehicles and pedestrians

Dangerous proximity between a forklift and a person, machinery work zones.

Emergency exits

Blocked exits and obstructed passageways trigger an alert.

Tailgating control

Two people entering on one badge — an alarm with video.

Notification system

Operator monitor, e-mail, messengers, SMS, relays.

Incident log

Registration, statuses, owners, reports.

Video evidence

Export of incident clips with date, time and camera — for review and handover.

Archive redundancy

Backups, a second server, failover channels.

POS integration

Receipts in sync with video, search by line item, checkout monitoring.

Access control and alarms

Security system alarms with video verification.

API and SDK

REST API, webhooks and an SDK for your own systems.

Need a scenario that is not on the list? We build AI modules to specific requirements: our own datasets, training on video from your site, and a pilot before deployment. More about custom development →
Audio analytics

The system does not just watch — it listens

Sound from camera microphones and standalone microphones becomes text, and text becomes events: a conflict at the checkout, a breach of procedure, the one phrase you need in thousands of hours of recordings. Speech recognition and meaning analysis run on the on-site server or on our own capacity — audio never leaves the chosen perimeter and is never passed to third-party services.

Speech transcription

Speech is turned into text linked to the video timecode: from any phrase, one click takes you to that moment in the footage.

Speaker separation

The system tells the participants apart — staff and visitor — without identifying anyone.

Meaning analysis

What is assessed is the substance of the conversation, not a list of words: was there a conflict, was the procedure followed, how did the enquiry end. The result is a short summary instead of hundreds of pages of transcript.

Keywords and stop-words

Defined phrases become alarms: a call for help, threats, abusive language, prohibited arrangements.

How it works
In real time

The stream is monitored live: a stop-word or a conflict raises an instant alarm for the operator, with an incident card and the matching clip.

Post-analysis of recordings

Thousands of hours of archive are processed in batches — with no manual listening. The result is a list of findings and a summary by shift, site or department.

Search across transcripts

Full-text search across the whole archive of conversations, with a jump to the exact second of video.

Scheduled reports

Regular summaries: daily by shift, weekly by store, or across the whole network of sites.

Where it is used
Archive analysis

Analyse thousands of hours of archived video automatically

V1T software watches and listens to recordings instead of a person — archives from NVRs, servers and delivered disks. Computer vision recognises what is in the frame, speech is converted to text, and semantic analysis with language models finds violations and conflicts in it. The output is a list of incidents with timecodes and recording clips.

  1. Loading recordings
    NVRs, including non-ONVIF modelsV1T server and cloud archivesPersonal video recorders (bodycams)Disks and storage: HDD, JBODThird-party surveillance softwareMobile video recorder drives and memory cards
Disk storage holding NVR archives — a source of recordings for archive analysis
  1. Computer vision and speech transcriptionComputer vision tags people, vehicles, objects and actions in the frame across every camera in the archive. Where a recording has sound, models tuned for Russian speech convert it to text with timecodes and speaker separation.
  2. Semantic analysis with language modelsFrames and text are checked against the customer's rules. A rule can be described in plain words — no programming or retraining.
  3. Incidents and reportsA list of events with video clips, summaries by camera, site and shift, search by description and by transcript, export to Excel and PDF, delivery via API.
Entry into restricted zonesIntrusion and perimeter crossingPPE violations: helmet, vest, glovesSafety rule violationsPeople in a machinery danger zoneFire, smoke, sparksFalls and injuriesSmoking in prohibited areasDrinking alcohol at workPhone use during workDowntime and absence from the workplaceAbandoned objectsFinding a person or vehicle by attributes and descriptionLicence plates over a periodFootfall, queues and heat maps over a periodRudeness, aggression, threatsCamera covered or disconnectedAny other scenarios and search targets can be developed for your requirements
Where it runsProcessing runs on V1T GPU capacity or on the customer's server — including a fully closed network the recordings never leave. Speech recognition, language models and computer vision run only on these servers: recordings are never sent to external AI services.
Scenarios for your taskRules in plain text, zones and schedules, computer-vision models fine-tuned on your cameras. A new scenario can be applied to the archive you already have — for past months.
Industry solutions

What we detect and analyse in your industry

Choose an industry and we will show the typical AI analytics scenarios and the right hardware.

Retail: shops and shopping centres

Losses at the checkout, queues, empty shelves and no data on customer behaviour.

Visitor counting and conversionUnique visitorsCheckout queuesSales floor heat mapsReceipt ↔ video (POS)Abandoned objectsIntrusion after closingCamera tamperingSmoke and fireStaff activityParking at the storeAttribute searchCross-camera tracking across the mallSearch by descriptionEmergency exits
Hardware
  • Dome and turret cameras for the sales floor, PoE NVR
  • A V1T server with AI, or the cloud for a chain of stores
Request a solution

Warehousing & logistics

Missing cargo, disputes with carriers, unauthorised people on site.

Perimeter and intrusionPlate recognition at checkpoints and weighbridgesVehicle movement across the siteCargo and pallet countingLoading area monitoringPPE complianceStaff activityCross-camera trackingAttribute searchSmoke and fireAbandoned objectsTemperature sensors ↔ videoForklifts and pedestriansWagon and container numbers
Hardware
  • Bullet cameras along the perimeter, PTZ across the yard
  • Rack servers with archive redundancy
Request a solution

Manufacturing and plants

Injuries, safety violations, downtime and incidents with no evidence to rely on.

PPE: hard hats and vestsFall detectionIntrusion into hazardous zonesActivity at workstationsSmoke and fireProduct counting on the linePlate recognition for plant vehiclesCamera tamperingLoud soundProcess control and sensors ↔ videoTank fill levelConveyor monitoringMachinery and pedestriansHealth & safety incident log
Hardware
  • Cameras for the workshops, a GPU server for AI
  • Integration with process control and sensors
Request a solution

Construction sites

Theft of materials, safety violations, disputes with contractors over deadlines and volumes.

Perimeter outside working hoursLoiteringPPE compliancePlate recognition at the machinery entranceCounting machinery and peopleSmoke and fireConstruction timeline (time-lapse)Vehicle movement controlVideo evidence
Hardware
  • Fast installation with minimal cabling
  • The V1T cloud — no server on site
Request a solution

Offices and business centres

Access control, parking and the security of common areas outside working hours.

Access control ↔ video at entrancesVisitor countingQueues at receptionParking and plate recognition at the barrierAbandoned objects in lobbiesTailgating on a single badgeIntrusion outside working hoursHeat mapsSmoke and fireCamera tampering
Hardware
  • Dome cameras in common areas, an NVR per floor
  • A single centre for the landlord and security team
Request a solution

Banking and finance

Regulatory requirements, incidents in branches and ATM areas.

Loitering near ATMsLoud sound: glass, shoutingCamera tamperingAbandoned objectsQueues in the branchVisitor countingIncident logVideo evidenceArchive redundancyAccess control and alarms ↔ video
Hardware
  • Cameras for branches, duplicated archive
  • On-premise deployment, data inside the bank's own network
Request a solution

Fuel stations & parking

Drive-offs without payment, fire safety and monitoring of the checkout area.

Plate recognition: barriers and entry logsParking space occupancyStopping in a restricted zoneFuel spillsReceipt ↔ video at the checkoutSmoke and fireIntrusionLoiteringEmergency vehicles
Hardware
  • IR cameras at the entry and exit, PoE NVR
  • Cloud for a fuel station chain — every station in one window
Request a solution

Residential complexes and property managers

Vandalism, unauthorised cars in courtyards, disputes between residents, unlit areas.

Courtyards: intrusion and loiteringPlate recognition at the barrierAutomatic access for emergency vehiclesParking control in courtyardsAbandoned objectsLoud soundVandalism and camera tamperingAnimal detectionEntrance halls and pram roomsCross-camera tracking across the site
Hardware
  • Dome cameras in entrance halls, bullets in courtyards
  • Resident access through the mobile app
Request a solution

Education

School perimeter security, strangers on the grounds, entrance control.

School perimeterLoitering along the fenceCrowd detectionLoud sound: shoutingSmoke and fireAbandoned objectsCounting people enteringEntrance access control ↔ videoCamera tampering
Hardware
  • Cameras for the perimeter and entrance areas
  • Ready-made Object-16/32 kits
Request a solution

Healthcare

Patient falls, queues at reception, access to staff-only areas.

Fall detectionStaff activity at stationsQueues at the registration deskVisitor countingAbandoned objectsEmergency vehicles at the rampAccess control to staff areasMask detectionIncident log
Hardware
  • Dome cameras in corridors and lobbies
  • An on-premise server — data never leaves the facility
Request a solution

HoReCa: hotels and restaurants

Checkout and bar monitoring, queues at reception, kitchen and parking safety.

Queues at reception and checkoutsVisitor counting and unique visitorsHeat maps of the hallsReceipt ↔ video: bar and checkoutStaff activitySmoke and fire in the kitchenGuest parking and plate recognitionAbandoned objects
Hardware
  • Compact dome cameras for the dining areas
  • Cloud for a chain of venues
Request a solution

Agriculture and remote sites

Sites with no wired network, theft, monitoring of animals and machinery.

Perimeter of fields and farmsAnimal detectionCounting animals and machineryPlate recognition at weighbridges and checkpointsSmoke and fire: elevators and dryersTemperature and humidity sensors ↔ videoFill level: elevators and silosMachinery movement control
Hardware
  • Solutions for remote sites with no wired network
  • The V1T cloud — analytics without your own server
Request a solution

Energy and critical infrastructure

Perimeter protection and unauthorised access requirements, procedure compliance, evidence.

Perimeter: intrusion and line crossingLoitering along the fenceUnauthorised access: access control ↔ videoPPE complianceCamera tamperingSmoke and fireSensors and process control ↔ videoSpills and leaksIncident logVideo evidenceRedundancy and failover
Hardware
  • On-premise deployment in a closed network
  • Redundant servers and a second archive
Request a solution
The object.v1t.tech cloud

The same system — without your own server

Connect cameras or local recorders to the V1T cloud: storage, access and AI analytics run on our GPU servers. You choose where the data is stored.

On-premise

A server at your site
  • Video never leaves the site network
  • Works without an internet connection
  • AI on your own GPU server
  • For banks, critical infrastructure and plants

Cloud

object.v1t.tech
  • No server to buy — a fast start
  • AI analytics on V1T GPU capacity
  • Cameras and NVRs from different locations in one window
  • For retail chains, fuel stations and construction sites

Hybrid

Server + cloud
  • Archive on site, access and analytics from the cloud
  • Cloud backup of your most important cameras
  • Heavy AI in the cloud, the core system on site
  • For distributed companies
Deployment examples

How the system is deployed

Five typical designs — from a fully on-premise system to the cloud and a network of sites. They can be combined; we will pick the right one for your site.

Fully on-premise — cameras connected straight to the V1T server

The default design: no separate NVRs — V1T cameras and those of any other manufacturer record straight to the server running V1T Object software, which also handles the AI analytics.

V1T camerasCameras from othermanufacturersPTZ / any IP cameraV1T Object serversoftware + AI analytics + archiveCPU: basic analytics+GPU: full AI analyticsExtended archivehigh-capacity disks · backupSecurity workstationlocal networkExternal accessweb / app — optional
  • We supply the server — or you use your own server and take only the software from us.
  • Two levels of AI: basic analytics on the CPU or the full set with a GPU; heavy AI can also be moved to the V1T cloud.
  • External access (web/app) is optional: a fully closed, air-gapped network with no internet connection is possible for restricted sites.
  • Fault-tolerant option: a second V1T server with archive replication and automatic failover — for banks and critical infrastructure.
  • Far more storage can be attached: disk shelves with high-capacity drives for long-term retention and backup.

On-premise server + existing NVRs

Already have a fleet of recorders? Nothing changes: the V1T server brings many NVRs from different manufacturers — including models without ONVIF — into a single centre.

NVR 1vendor ANVR 2vendor B · no ONVIFNVR 3vendor CV1T Object serverone centre: video from every NVR,AI analytics, incident logcameras and recordings stay on the NVRsAlso works on top of a third-party VMS:we take the video and events and add AISecurity workstationExternal accessoptional
  • Cameras stay connected to their own NVRs, and recording is duplicated on the recorders.
  • V1T AI analytics runs on top of the NVR video — no additional hardware is required.
  • It also works on top of a third-party VMS: we take the video and events and add AI, incidents and evidence.
  • Long-term retention and backup live on the server's disk shelves.

Hybrid: on-premise server + cloud

Archive and offline operation stay on site; GPU analytics, backups and access from anywhere come from the V1T cloud.

Your siteCamerasNVR / camerasV1T Object servermain archive on site,works without internetsecure channelV1T cloudAI on GPU capacitycamera backupRemote accessweb and mobile
  • Heavy AI scenarios run on cloud GPU capacity — the on-site server does not need a GPU of its own.
  • A cloud backup of critical cameras: a local incident cannot destroy the evidence.
  • Access through the web and mobile apps with no port forwarding or public IP addresses.

Pure cloud — no server of your own

A fast start for small and distributed sites: the whole system lives in object.v1t.tech.

Supported camerasconnect directlyRelayfor all other camerasNVRlocal archiveAI and access from the cloud, archive on the NVRV1T Object cloudobject.v1t.techstorage · GPU AI · web accountUsersweb and mobile
  • Supported camera models connect to the cloud directly — with no NVR at all.
  • For all other cameras there is a compact relay device on site.
  • With an NVR: the archive stays locally on the recorder while AI analytics and access come from the cloud.
  • Cloud retention depth is set to your needs; AI runs on V1T GPU servers.

A network of sites — one centre

Branches, stores and sites with different hardware are brought together into one monitoring and incident management centre.

Site 1cameras + NVRSite 2cameras + V1T serverSite 3cameras onlySingle centreall sites, roles and permissions,cross-site reports and incidentsV1T cloudoption 1Central V1T serverat head office — option 2Video wall / web accountcontrol room
  • The centre can be the V1T cloud — or your own central server at head office.
  • Sites can run anything: NVRs, V1T servers or just cameras.
  • Shared roles and permissions, cross-site search, reports and an incident log covering every site.
  • A control-room video wall — as in the real screenshot in the software section.
Protected perimeter

Operating in a closed network and on critical infrastructure sites

Critical information infrastructure covers energy, industry, transport, telecoms, finance and healthcare. Sites like these are required to keep the system and its data inside their own protected perimeter. V1T Object is deployed exactly that way: the server stands on site, and video, audio and analytics results stay inside and are never sent out.

No internet connection

Isolated installation (air-gap)
  • The system runs on the site network with no external connections
  • No calls to clouds or third-party services
  • Updates and models are transferred on removable media

AI inside the perimeter

Analytics never travels outside
  • Video and audio analytics run on the on-site server
  • Archive analysis runs there too, with no recordings exported
  • An open-source stack based on Linux

Access and control

Who did what, and when
  • Roles and permissions per site, camera and function
  • An audit log of operator actions and archive exports
  • Clip export for investigations, recorded in the audit log

Fault tolerance

No recording is lost
  • A second server with archive replication and automatic failover
  • Backup channels and disk shelves for long-term retention
  • Access control and alarm integration inside the same perimeter
Incident management

From alarm to video evidence

Video surveillance pays off when an incident can be reviewed and proven. In V1T Object that is built in.

Instant notifications

An AI or sensor event goes to the operator monitor, e-mail, messengers or SMS. Output to relays and site automation (siren, barrier, line stop) is built as a separate integration designed around the customer's scenario.

Incident log

Every alarm becomes a card: status, owner, comments, linked video clips and site-level reporting.

Clip export

Export of incident clips with date, time and camera — for review and handover to the people responsible.

Redundancy

Archive copies on a second server or in the cloud plus failover channels — no recording is lost.

Hardware

Hardware pre-integrated with the platform

Cameras, recorders, switches and servers of our own design — they work out of the box. Pricing and selection on request.

Development & integration

An unusual task? We will build a module for you

Our own development team trains AI on video from your site, integrates with your systems and adapts reports and interfaces.

Request and survey

We look at the site, the cameras and the task

Specification and dataset

We prepare data from your own video

Pilot

The module on one or two cameras, with quality metrics

Deployment

Roll-out across the site and staff training

Support

SLA and ongoing model retraining

About us

V1T — developer of video surveillance software and hardware

V1T builds software and hardware for video surveillance and AI analytics — both for fixed sites and for vehicles. We bring video, telematics and artificial intelligence together into a single ecosystem that makes operations safer.

V1T Object is our fixed-site surveillance line: we develop the software, design the hardware and take responsibility for the whole system — from the camera to the analytics.

Video surveillance for transport — recorders, cameras and ADAS/DSM AI analytics for fleets and special machinery — is at www.v1tech.ru.

FAQ

Frequently asked questions

Our cameras are already installed. Do we have to replace everything?

No. V1T Object software connects cameras and recorders from any manufacturer — over ONVIF/RTSP or with native drivers, including models without ONVIF support. AI analytics runs on the server, so no additional hardware is required.

We already run another VMS. Can we keep it?

Yes. Video and events from third-party recording systems are integrated into the single V1T centre — analytics and the incident log run on top of them.

Where is data stored when the cloud is used?

Only on V1T servers or on your own hardware — you choose the location. No third-party cloud services are used.

How much does it cost?

The configuration depends heavily on the site: the number of cameras, the analytics scenarios and storage requirements. Send us a request and we will design a configuration and prepare a quote.

The AI scenario we need is not on the list. What should we do?

We develop modules for specific requirements: we build a dataset from your site video, train the model, run a pilot and then deploy it. See the Development section.