Centers of Excellence · Video & IoT

Engineering the systems that observe and measure the physical world.

ATRI engineers camera, video and IoT systems from the physical device and sensor through local processing, gateways, edge compute, storage, cloud and analytics.

Our capabilities span camera and imaging engineering, video processing, compression and playback, VMS and video infrastructure, IoT sensing, gateways, edge computing, cloud connectivity and video/IoT intelligence.

Talk to ATRI →
Image Placeholder — Not Final

A strong primary technical image: camera/imaging electronics integrated with edge/GPU hardware, a technically credible camera + sensor + edge-compute system, or authentic ATRI camera/IoT hardware if available. Avoid generic security-guard imagery, walls of CCTV screens, generic 'smart city' stock, glowing AI brains, or people staring at dashboards -- the visual should communicate engineering, not security monitoring.

What We Engineer
From cameras and sensors to complete physical-world data systems.
Camera & Imaging Systems

Camera electronics image sensors camera modules dome cameras fisheye cameras IP/network cameras CCTV cameras thermal cameras camera interfaces camera firmware camera drivers Linux/V4L2 camera HAL image/video pipelines embedded cameras smart cameras camera-to-compute integration

Video & Media Systems

Video acquisition processing encoding/decoding compression streaming recording playback media-player development video pipelines video transport storage retrieval GPU-assisted video processing

VMS & Video Infrastructure

Video Management Systems VMS software and operating environments camera management multi-camera systems recording playback NVR/DVR integration local video servers video storage device management video infrastructure

IoT & Connected Sensing

Environmental sensing motion and orientation position/location distance/proximity optical sensing pressure flow level electrical measurement force/load chemical/gas sensing specialized physical-world sensing

Gateways & Edge Systems

IoT gateways local servers edge compute GPU compute Ethernet mesh networking wireless/cellular connectivity device aggregation local processing local storage edge-to-cloud connectivity

Video & IoT Platform Integration

Camera/VMS integration heterogeneous device ecosystems third-party platform integration existing infrastructure integration device discovery/connectivity video/data ingestion APIs edge/cloud integration

Video & IoT Intelligence

Video analytics computer vision detection classification tracking segmentation event/anomaly detection sensor analytics video/sensor correlation predictive analytics edge analytics cloud analytics intelligent actions

Physical-World Sensing
Measuring the physical world.
Environmental & Atmospheric

Temperature relative humidity air quality CO CH₄ smoke particulate matter other gas sensing

Motion, Orientation & Vibration

Accelerometers gyroscopes vibration sensing inertial sensing piezoelectric sensing

Position, Presence & Distance

GPS GNSS distance proximity infrared time-of-flight (ToF) ultrasonic sensing

Optical & Ambient

Optical sensors ambient/light sensing infrared sensing

Pressure, Flow & Level

Pressure gas flow liquid flow flow rate liquid level ultrasonic level sensing

Electrical & Energy

Voltage measurement electrical measurement electric/energy metering

Force & Load

Load cells force/weight measurement piezoelectric sensing

Chemical & Specialized Sensing

Gas composition odor/smell sensing application-specific chemical and environmental sensing

ATRI's sensor experience extends well beyond these examples. We integrate sensing technologies based on the physical phenomenon, environment, accuracy, response, power, communications and system requirements of the product.

Camera & Imaging Engineering
From the image sensor to the compute platform.

ATRI's camera capability extends beyond connecting an IP camera to software.

Coverage

Camera electronics sensor/module integration embedded camera architecture interfaces firmware Linux drivers V4L2 camera HAL image/video pipeline IP/network integration thermal imaging camera-to-CPU/GPU integration embedded/edge processing system bring-up and validation

Representative camera types

Dome Fisheye IP/Network CCTV Thermal Embedded/Smart Cameras

ATRI can engineer the path from the camera hardware through firmware and drivers to the processor, GPU, edge system and application.

Video Engineering
Engineering the video path.

ATRI has experience engineering the software and infrastructure required to acquire, process, compress, transport, manage and present video.

Capture → Process → Compress → Stream → Record → Store → Retrieve → Decode → Play → Analyze

Capabilities

Video acquisition image/video processing compression software codecs encoding/decoding (H.264/H.265) video streaming recording storage playback media-player development video pipelines GPU video processing edge video processing

VMS & Video Infrastructure
Managing video as a system.

ATRI's experience includes development of VMS operating environments/software, not only VMS integration.

Coverage

Video Management Systems camera/device management multi-camera architectures video ingestion recording storage indexing/retrieval playback local video servers NVR/DVR integration user/application interfaces edge/cloud integration

Engineer Video Infrastructure
Building VMS software and operating environments from the ground up.
Integrate Existing Video Infrastructure
Working within and connecting to established VMS, NVR/DVR and camera platforms.
From Physical World to Intelligence
A Video & IoT engineering architecture.
CAPTURE
Cameras · image sensors · IoT sensors
PROCESS
Firmware · drivers · video pipelines · compression · embedded processing
CONNECT
Ethernet · mesh · wireless · cellular · device communications
AGGREGATE
IoT gateways · local servers · VMS/NVR · device management
COMPUTE
CPU · GPU · edge processing · local analytics
MANAGE
Video/data management · local storage · retrieval · lifecycle
MOVE
Streaming · edge-to-cloud · data movement · cloud ingestion
UNDERSTAND
Video analytics · sensor analytics · AI/ML · correlation · predictive intelligence
ACT
Alerts · applications · agents · connected systems · automation

ATRI can engineer the complete path between a physical-world event and the digital intelligence that understands and acts on it.

IoT From Device to Cloud
Connecting physical devices to local and cloud infrastructure.
Indoor IoT System
Sensors/devices → Ethernet/wireless/mesh → gateway → local server/edge → cloud/application
Outdoor IoT System
Environmental/weather sensors → embedded electronics → communications/cellular → gateway/edge → cloud → monitoring/analytics
Edge Video System
Camera → local CPU/GPU → video processing/analytics → local storage → cloud/application
Distributed Sensor Network
Multiple sensors → embedded nodes → mesh/wireless network → gateway → edge/cloud → analytics

ATRI's weather-monitoring hardware is direct evidence of outdoor IoT engineering capability -- environmental and weather sensing, embedded electronics, cellular communications and edge/cloud connectivity engineered for real outdoor deployment conditions.

Video & IoT Platform Integration
Working across heterogeneous camera, VMS and IoT ecosystems.

ATRI has experience integrating camera/video/IoT infrastructure across a broad range of commercial platforms as part of its engineering and data-orchestration work. Experience integrating with platforms including:

Verkada Avigilon Network Optix / Nx Hanwha Vision Hikvision Eagle Eye Networks

Video & IoT Intelligence
Turning physical-world data into understanding.
Coverage

Object detection classification tracking segmentation event detection anomaly detection video analytics sensor analytics video/sensor correlation edge analytics cloud analytics predictive analytics

VIDEO + SENSOR DATA
Video + Sensor Data

Raw physical-world data from cameras and IoT sensors.

EDGE / CLOUD PROCESSING
Edge / Cloud Processing

Processing where the data is generated, or aggregated in the cloud.

ANALYTICS / AI
Analytics / AI

Detection, classification, tracking, segmentation, correlation and predictive analytics.

EVENT / INSIGHT / PREDICTION
Event / Insight / Prediction

The analysis becomes a concrete event, insight or prediction.

APPLICATION / AGENT / ACTION
Application / Agent / Action

Results are surfaced to an application, agent or connected system.

Multidisciplinary by Nature
Video & IoT rarely exists by itself.
Video & IoT + Embedded Solutions
Camera electronics · sensors · firmware · drivers · gateways · edge hardware
Video & IoT + Communications & Wireless
Ethernet · RF/wireless · mesh · cellular · connected devices · gateways
Video & IoT + AI & ML
Computer vision · video analytics · predictive analytics · sensor intelligence
Video & IoT + Software & Control Systems
VMS · applications · cloud · data systems · device management · control
Video & IoT + Industrial & Mechanical Engineering
Camera/sensor packaging · outdoor systems · environmental protection · physical integration
Video & IoT + Power Electronics
Power management · battery-powered sensing · distributed/remote devices
Video & IoT + Reliability & Compliance
Environmental validation · system reliability · pre-compliance · product validation
Engineering Problems We Solve
Bring us the physical-world data challenge.

ATRI's Video & IoT teams can engage when a customer needs to:

Develop a new camera or imaging product
Integrate camera sensors/modules into a product
Connect cameras directly to CPU/GPU/edge compute
Develop Linux/V4L2/camera drivers
Develop video processing or compression software
Build video streaming/recording/playback systems
Develop media-player software
Develop or modernize VMS/video infrastructure
Integrate NVR/DVR/VMS systems
Build multi-camera systems
Integrate existing commercial camera/VMS platforms
Develop an IoT sensing product
Integrate environmental, motion, position, optical, pressure, flow, electrical or specialized sensors
Develop indoor/outdoor IoT gateways
Connect distributed sensors using Ethernet, mesh, wireless or cellular
Build edge processing and local-server architectures
Move camera/IoT data from edge to cloud
Develop video analytics
Correlate video and IoT sensor data
Deploy analytics/AI at the edge
Diagnose camera/video/IoT system integration problems
Move a sensing/video product from prototype toward production
Product Platform Connection
Video & IoT engineering transformed into reusable platforms.

ATRI's Peak Insights platform work demonstrates how camera, sensor, edge and cloud engineering comes together into a broader video, IoT, data and analytics engineering capability -- carrying physical-world devices and cameras through edge connectivity and processing, data movement and orchestration, cloud infrastructure, and analytics, intelligence and action.

AVAULTIS, ATRI's data orchestration platform, is part of that broader capability -- managing how physical-world data such as video, sensor and IoT data moves, is placed and is recovered across edge, site and cloud environments.

Explore AVAULTIS →
Selected Work
Video & IoT engineering, in practice.
Have a video, camera or IoT engineering challenge?

From a camera, sensor or gateway to edge compute, video infrastructure, cloud and analytics, ATRI can bring together the hardware, embedded software, communications, data systems and intelligence required to build the complete physical-world system.

Talk to ATRI →