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USE CASE · AI / ML
AI backends for OCR, object detection and signal classification
We add AI to business systems: reading text from images, finding objects in camera feeds and classifying sensor signals.
The challenge
Teams spend hours typing data from documents, watching camera feeds or reviewing sensor logs by hand, which is slow and easy to get wrong.
Our solution
We design backend systems with AI built in. OCR turns text in images into data you can analyse or export, object detection recognises what is in an image, and signal classification sorts sensor data automatically.
Optical Character Recognition
Recognise text in images and send it on for analysis or export.
Object detection
Deep learning models that find and label objects in images and video.
Signal classification
Classify signals from IoT sensors to detect states and anomalies.
More use cases
ACCESS LINK: IoT access control and live device monitoring
Our own ACCESS LINK controller and web platform connect doors, sensors and devices on site, with live status for every room on one dashboard.
SMMS: Smart Machinery Monitoring System for the Royal Irrigation Department
Sensors and controllers on field machinery send their status to a central system, so the Royal Irrigation Department can watch its equipment remotely.
Smart health monitoring with wearables and a care dashboard
Smartwatch data such as heart rate and blood oxygen flows into a dashboard where care staff follow each patient and get alerts when something changes.
Custom IoT hardware: PCB, enclosure and firmware
When off-the-shelf devices don't fit, we design the circuit board, the enclosure and the firmware, then support the hardware in the field.
Operation Emergency Board for PTT
A large-screen web board that shows each control room shift and the readiness of every team member at a glance.
Touch-screen kiosk software for a cleanroom isolator
Step-by-step kiosk screens mounted on a cleanroom isolator guide operators through each preparation and keep a record of every tray.
AccessMeeting: meeting room booking on mobile and wall displays
Staff book rooms from their phone, and a display at each room shows today's schedule, the current meeting and who is attending.
NLP chatbots that take orders and answer customers
Chatbots that understand what customers type, from auto-generated chat flows to a restaurant bot that takes orders and books Lalamove delivery.
Smart farming platform connecting farmers, field officers and administrators
Mobile apps for farmers and field officers with a web console for administrators, built on shared land, soil and crop data.
PDPA consent management for organisations handling personal data
A central platform to collect, store and audit customer consent across websites, apps and counters, ready for Thailand's PDPA.
Cloud architecture and container microservices on Huawei Cloud
As a Huawei Cloud partner, we design scalable cloud setups for our customers and partners, from load-balanced servers to container-based microservices.
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