01 / Software engineering
City assets in one system.
Controllers send readings. The platform shows assets on a map, connection status and event history. Dispatchers see anomalies and verify commands using fresh telemetry.
View the platformEngineering · SoftwareAI SEE
Applications
Different scales. One engineering approach.
For city infrastructure, we build software, connect controllers and bring field data into one control system.
AI SEE / Engineering · Software
How the system works.
A controller receives commands and sends readings from a site. The platform shows its status and event history. We design that connection, build the software and align integrations with the customer’s equipment.
01
At the site
Controllers and sensors receive commands, measure conditions and send readings.
02
For dispatchers
An asset map, connection status, events and command acknowledgements in one platform.
03
For engineers
Measurement history and anomaly analysis help identify what to inspect first.
AI SEE capabilities
What we do
We design solutions for the city, develop software, connect equipment and deploy the system. After launch, we maintain it and support the customer’s team.
Connected equipment.
We connect compatible controllers over MQTT and agree on telemetry and command formats. APIs link the platform with existing city systems.
View connectivityWhat to inspect first.
AI examines the history of voltage, current, power and energy use. It flags unusual behaviour and gives engineers a starting point for diagnostics.
View an exampleAll solutions
Build software around the customer’s workflows, from architecture and interfaces to equipment integration. After deployment, we support and develop the solution.
Discuss a project01 / AI SEE
Software engineering
Build software around the customer’s workflows, from architecture and interfaces to equipment integration. After deployment, we support and develop the solution.
Discuss a projectApplications
Technology in the city.
Roads, buildings and public spaces call for different scenarios. We define the devices, connectivity and data each site needs in the shared system.
01 / 04
Streets and avenues
Route lighting, luminaire group control and network monitoring.
Almaty · urban spaces and architectural lighting.
Controller and system
The controller connects light to the digital platform.
Inside the pole, the controller operates the luminaire and collects measurements. It connects physical equipment to dispatchers and AI SEE analytics.
01
Luminaire ↔ controller. Switching and 0–10 V dimming. Schedules, astronomical clock and ambient-light control.
02
Controller ↔ platform. Voltage, current, power, energy use and alarms travel over 4G and MQTT. Control commands return with result confirmation.
03
Telemetry → AI → engineer. The platform forecasts consumption and potential spikes, detects deviations and helps prioritise inspections.
Example / Smart lighting
Exactly as much light as this moment needs.
Adjust brightness, change conditions and explore lighting control.
Power98 W
Relative power65%
Illustrative calculation: 150 W at 100% brightness, linear model.
Control scenarios for different environmental conditions.
03 / Telemetry
Every signal matters.
From observation to timely action.
StatusInteractive example
Power—
Temperature—
NetworkLTE / NB-IoT
LocationGPS / GIS
Diagnostics
Readings within the operating range
01Diagnostics02Event03Maintenance task
Signal → event → engineering task. The chart illustrates the anomaly response workflow.
04 / Analytics
The city generates data. AI turns it into decisions.
Scenario: rising energy use
Actual
The section uses 30 kWh per night. Measurement history shows how energy use changes.
Example: 20 luminaires at 150 W, operating for 10 hours.05 / From object to network
One object. The start of a system.
Individual devices come together in one monitoring and control system.
06 / Control center
Equipment across Almaty
See the status. Understand the next action.
43Objects on the diagram
2Need attention
1Offline
АЛМАТЫ 43.24° N · 76.93° E
Select an object on the map
Almaty map · OpenStreetMap · demonstration objects · Interface example with illustrative data; not connected to live sites.
AI SEE / Technology
Controllers. Data. Actions. One system.
We connect controllers, telemetry, control and maintenance. Understand equipment status, find faults and make data-informed decisions.
- Equipment on a map with connection status.
- Voltage, current, power and energy consumption.
- Remote switching and brightness adjustment.
- Individual device and group control.
- Controller command acknowledgement.
Monitoring and control
- Equipment on a map with connection status.
- Voltage, current, power and energy consumption.
- Remote switching and brightness adjustment.
- Individual device and group control.
- Controller command acknowledgement.
AI SEE / IoT
Different technologies. One control system.
Connectivity is selected for site distances, device density and available infrastructure.
Zigbee
Zigbee connects nearby controllers in a local network. A gateway relays data to the platform; topology and node placement are defined during design.
ControllersGatewayPlatform
Architecture options; compatibility is verified for each device, including protocols, frequencies and supported functions.
Smart facades
Architecture. Light. Character.
Architectural lighting controlled by time: from expressive evening illumination to a subtle night setting.
ALMATY / 01Astronomical clock and dimming
Lighting turns on at sunset and gradually dims through the night schedule. At sunrise, the facade lighting switches off.
Example schedule. Select a period to see the facade brightness. Sunset and sunrise are calculated from the date and site coordinates; times and brightness levels are configured for each project.
Light for the city. Darkness for rest.
Night-time dimming helps limit unwanted light entering windows and preserve a dark sleeping environment. Our design considers luminaire direction, shielding and facade brightness near homes.
What science says
CIE (2024): healthy young adults are advised to have much lower light exposure in the three hours before bed and near-darkness during sleep.
These recommendations concern light reaching the eyes. The 60%, 40% and 20% levels illustrate an engineering schedule, not medical thresholds; settings depend on site conditions and light entering windows.AI SEE equipment
Equipment. In detail.
Poles, facade lighting and controllers for your sites. Equipment is selected for each project.
01 / 0301
Classic poles
Single- and twin-head models with decorative details. Colour and height are selected for the architecture.
Our technology partners’ experience
International projects
Selected sites by our technology partners: from street-lighting control to synchronized media façades.
AI SEE can select and integrate a suitable solution for a specific site; the scope is defined after an assessment.
Featured site
Yiwu, China
Yiwu Global Digital Trade Center
Synchronized media façades across a group of buildings with a unified playback scenario.
The complex’s media façades are connected to an Ethernet control system. Pixel mapping and system commissioning enable synchronized content playback across the buildings.
Technology partner: SeekWay
Fengxian (Xuzhou), China
Street-lighting control
LoRa street-lighting control using individual-lamp controllers and gateways.
The system includes 12,000 equipment sets: individual-lamp controllers and LoRa gateways for street-lighting control.
Technology partner: Shuncom
Tongyu, Jilin, China
Streetscape-lighting control
Cloud control of decorative pole lighting across several city streets.
The main controller connects to the cloud platform over 4G/5G, while street devices communicate over LoRa. The platform controls lighting brightness and modes, displays equipment status on a map and helps locate faults.
Technology partner: SeekWay
Guangzhou, China
Fenghuangshan Tunnel lighting
Separate lighting-control strategies for the tunnel interior and adjacent exterior areas.
The system controls approximately 600 lights inside the tunnel and on adjacent sections. Separate lighting modes are provided for different zones.
Technology partner: ShuncomWhat we deliver
From design to an operating system.
Explore dedicated pages for AI SEE services and equipment.
01
Street lighting for urban projects
We design lighting for streets, roads, parks and public spaces. Our team calculates performance, selects equipment and connects assets to one control system.
Learn more ↗02Architectural façade lighting
We reveal a building’s geometry while preserving visual comfort. Evening, night and event scenes are tuned without unnecessary glare or visual noise.
Learn more ↗03Lighting poles and luminaires
We select poles, brackets and luminaires for the architecture, wind load, target illumination and operating environment.
Learn more ↗04Automated outdoor lighting control
The system unites control cabinets, controllers and luminaires in one operations interface. Operators see network status and manage modes remotely.
Learn more ↗05Lighting system design
We prepare a technically grounded design before equipment is purchased, balancing standards, architecture, budget and long-term operation.
Learn more ↗06Lighting installation and commissioning
We treat installation, connection and commissioning as one engineering task. Electrical values, communications, scenes and real-world lighting are verified on site.
Learn more ↗08 / Company
An engineering approach. From idea to system.
AI SEE LLP
A Kazakhstan-based IT engineering company with experience delivering real projects. We develop software, implement engineering solutions and bring equipment together in managed systems.
Astana Hub participant
View participant registerInternational technology park
Certificate No. 3984 · since 22 Oct 2026Own software
Kazakhstan team
Data stays in Kazakhstan
Open API
01Architecture
02Development
03Implementation
04Support
Our own engineering and development team. R&D in Kazakhstan.
Turnkey delivery
From design to handover. And ongoing maintenance.
We handle the complete delivery cycle: design, equipment selection and supply, installation, commissioning and handover. After launch, we provide technical maintenance and system support.
01Design02Supply & installation03Commissioning04Handover05Maintenance