Portfolio

    What we've built

    Two platforms you can open right now, and one system we're looking for an industrial partner to test properly.

    Our Work

    Built, running, and honest about which is which

    Two of these are live and open to the public. One is a working prototype on our own hardware.

    IoTera Nexus Platform — Default Dashboard with fleet map, line chart, health score, temperature and humidity widgets
    Live
    Industrial AI · IoT Platform

    IoTera Nexus Platform

    A web platform for industrial IoT: live device telemetry, fleet health scoring, and alerts that arrive before something breaks. An on-premises language model sits inside it, so an operator can ask what's wrong with a pump and get a sentence back instead of a chart.

    • Live device fleet monitoring
    • Predictive alerts on telemetry thresholds
    • Real-time telemetry and RPC device control
    • Multi-tenant organisation support
    Open Nexus
    Partner logo
    In collaboration with
    Faculty of Electrical and Electronic Engineering · Universiti Tun Hussein Onn Malaysia
    Cikgu AI interactive chat — SPM science tutor answering a mol calculationCikgu AI logo
    Interactive web app · GeminiSPM Science · KSSM
    Live
    AI Tutor · SPM Chemistry, Physics & Biology

    Cikgu AI

    An SPM tutor covering Chemistry, Physics, and Biology, built against the KSSM Form 4 and Form 5 syllabus. Bahasa Malaysia or English. On the web, and on Telegram, because that's where students already are at eleven at night before a paper.

    • Topic explorer aligned to the KSSM syllabus
    • Conversational tutor in Bahasa Malaysia or English
    • Covers Chemistry, Physics and Biology
    • Available on web and Telegram
    Open Cikgu AI
    Sample data, not a live plant feed.
    Interactive demo · simulated telemetry · drag to rotate
    Seeking Collaboration
    Industrial Digital Twin

    Pump Health Monitor

    A digital twin for centrifugal pumps: 3D visualisation, bearing temperature and vibration telemetry, health scoring, and thermodynamic efficiency analytics. Built on ISO 10816-3 vibration bands rather than a black box. It runs on our bench, not yet in a plant.

    • 3D pump digital twin with component-level health colouring
    • Bearing temperature and vibration monitoring
    • Health scoring with status alerts
    • Thermodynamic efficiency analytics
    Discuss collaboration
    Seeking collaboration
    Looking for an industrial partner to deploy against a real pump, validate the model, and co-develop the predictive maintenance layer.

    Your project, next on the list

    We work with a small number of partners at a time. If you have a problem worth automating, let's see if we're the right team to build it.

    Start a conversation