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 →

ATRI Solutions real-world insight engineered end to end -- edge cameras and sensors connected through capture, process, connect, aggregate, compute, manage, move, understand and act stages across transportation, industrial, cities, logistics and infrastructure environments

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.

Peak Insights demonstrates how ATRI's camera, sensor, edge, data and intelligence capabilities can come together across a broader physical-world architecture.

AVAULTIS provides the data-orchestration capability within this broader architecture—managing how 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 →