From motorways to ports, tunnels to power grids — we design, build, and operate complete IoT systems for infrastructure challenges no off-the-shelf platform can solve.
100+ AI cameras along the Olympia Odos motorway with edge-processing units. Real-time detection of accidents, stopped vehicles, and wrong-way driving — automatic alerts to the traffic management centre.
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28 micro-weather stations across Piraeus Container Terminal feeding ML-enhanced hyperlocal wind forecasts for crane operations, cutting downtime and improving load safety.
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Vibration and temperature sensors inside motorway tunnels, with ML anomaly detection to anticipate jet fan and equipment failures before they cause unplanned outages.
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440 smart MCBs deployed across the motorway for remote monitoring and control of electrical panels. Real-time energy consumption tracking and proactive fault detection.
Autonomous solar-powered sensor nodes for air quality (ozone, PM) and aircraft noise monitoring. Dual GPRS/LoRaWAN connectivity with a cloud platform for regulatory reporting.
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ML models for national grid load prediction, helping Greece's Independent Power Transmission Operator optimise grid balancing, reserve planning, and procurement costs.
Open-source IoT platform for real-time monitoring of rivers and lakes across Greece. Early warning for floods, droughts, and pollution events — live data publicly accessible.
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Weather-driven predictive analytics for natural gas consumption, helping the gas distributor optimise procurement timing and manage supply risk across seasonal demand swings.
Read Case StudyWe don't sell off-the-shelf boxes — we architect, deploy, and operate IoT systems purpose-built for your environment. If it can be sensed, connected, and made intelligent, we build it.
We deploy AI camera networks across motorway corridors, processing video at the edge with NVIDIA Jetson hardware. The system detects stopped vehicles, wrong-way drivers, pedestrians, and debris in seconds — automatically alerting traffic management centres with near-zero false alarms.
Vibration, temperature, and airflow sensors on critical infrastructure feed ML-based anomaly detection. Wi-Fi mesh networks bring connectivity deep underground, enabling real-time monitoring of jet fans, generators, pumps, batteries, and transformers — before failures occur.
Smart circuit breakers deployed across infrastructure enable remote monitoring, per-circuit energy analytics, and automated scheduling. Real-time billing verification catches systematic overcharges from energy providers — consistently delivering double-digit energy savings.
Dense networks of weather stations across your terminal report every few minutes, feeding ML-enhanced models that predict wind conditions with crane-level accuracy. Operations teams get the confidence to keep vessels on schedule and crews safe — even in complex coastal microclimates.
We deploy and integrate professional weather stations backed by the WeatherXM network — co-founded by our team. From a single facility to nationwide coverage, you get hyperlocal environmental intelligence with ML-enhanced forecasting and full data ownership.
IoT platforms for surface water monitoring — dissolved oxygen, turbidity, pH, conductivity, and water levels across rivers and lakes. Continuous data streams power early warning systems for floods, droughts, and pollution events with research-grade accuracy.
Your challenge is unique. We custom-build IoT systems for problems no off-the-shelf platform has solved.
Discuss Your Project
Ex Machina co-founded WeatherXM — the world's first global decentralised weather network. We integrate WeatherXM data and APIs as a foundational intelligence layer across our industrial IoT systems, giving clients capabilities no other IoT vendor can match.
Our systematic approach transforms raw sensor data into actionable predictions. Every step designed for reliability, scalability, and your complete control.
We deploy and integrate any sensor, anywhere — cameras, vibration monitors, weather stations, power meters, water quality probes, gas detectors, or anything your environment demands. Hardware-agnostic, so we work with what you have or specify exactly what you need.
Data flows into our open-source IoT platform - deployed on your premises or our secure cloud. Real-time ingestion, storage, and processing with complete data sovereignty. You own your data, always.
Raw data becomes valuable intelligence. We fuse your sensor data with external sources - weather forecasts, traffic patterns, energy prices - creating context that unlocks deeper insights.
Machine learning models trained on your data predict failures, optimize operations, and surface anomalies. From simple dashboards to complex predictive maintenance - we build what you need.
No vendor lock-in. Our IoT platform is fully open source. If you ever want to leave, take your data and run the same system yourself.
Your choice. Deploy on our secure cloud infrastructure or on your own premises. Data residency where you need it.
Role-based access, encrypted communications, audit logs. GDPR-compliant, with controls that help you meet NIS2 and ESG reporting requirements.
See how we've helped industry leaders transform their operations with intelligent IoT solutions.
Deployed 100+ AI cameras with NVIDIA Jetson Xavier edge processing across the Elefsina-Korinthos-Patras corridor. The system detects stopped vehicles, wrong-way drivers, pedestrians, debris, and smoke in 2-3 seconds on average — with fewer than 0.03 false alarms per camera per day. Adaptive lighting integration saves 20% energy.
Installed 28 WeatherXM weather stations across Piraeus Container Terminal with 3-minute reporting intervals. ML-enhanced models deliver precise wind forecasts — improving gust prediction by 55% in the critical 0-4 hour window — enabling safer crane operations and optimized vessel scheduling.
Vibration sensors on ceiling jetfans, combined with temperature, airflow, and power monitoring across multiple motorway tunnels. Our IoT platform with ML-based anomaly detection identifies potential failures before they happen. Wi-Fi mesh networks enable connectivity deep underground for monitoring generators, pumps, batteries, and transformers.
We work alongside operations teams who can't afford downtime — and they keep coming back.
"In collaboration with Ex Machina, we deployed a network of WeatherXM stations powered by advanced AI and Machine Learning models, generating real-time hyperlocal insights and automated alerts for microclimate conditions across the terminal. This level of localized forecasting strengthens operational resilience, enhances safety protocols, and supports our broader vision of becoming a Smart & Green Maritime Hub for the Mediterranean."
"Ex Machina had the platform and contributed on the systems design and, most importantly, knew the key players in order to be able to carry out this job. They were swift and capable to adapt a different approach and thanks to them, the project has been so successful."
"From sensors to creating dashboards and reports, Ex Machina's IoT platform enables us to monitor environmental conditions in real-time, with high detail and low cost."
"Ex Machina's reliable weather data and excellent support are crucial for producing accurate load forecasts."
Whether you have a specific project in mind or just want to explore possibilities, we'd love to hear about your infrastructure challenges. Our team responds within 24 hours.
Athens, Greece
Serving clients across Europe
NDA available on request
For sensitive project discussions
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