Capture
A standard camera records the machine — no contact, no modification.
Edge AI Solutions
Intelligence where it matters — on the machine, on the street, in the field
We design and deliver end-to-end Edge AI systems: sensors, edge devices, AI models, cloud platforms, and the applications that bring them together.
Below are two systems we've engineered — and the proof that we can build yours.
Predictive Maintenance
From video to verdict
A hybrid EVM + AI pipeline that turns invisible vibration into actionable prediction.
Amplify
EVM magnifies subtle motion until micro-vibrations become measurable.
Process
Video becomes a clean vibration signal; filtering removes the noise.
Extract
Frequency and statistical features are compiled into a compact vector.
Predict
ML classifies healthy vs faulty in real time and raises early alerts.
Smart Waste Management
Smart waste management for cities
Turning waste collection from a fixed schedule into an intelligent, demand-driven operation.
From reactive collection to predictive operations
Manual, reactive decisions
AI-driven, predictive operations
No bin visibility
Real-time IoT tracking of every bin
Fixed schedules
Demand-based dynamic collection
Static routes
AI-optimised routing
Low recycling rates
AI-assisted waste segregation
Start Your Use Case
Need a system like this for your operations?
It starts with a one-hour workshop. Tell us your environment, your constraints, and the outcome you're after — we'll sketch the edge architecture that gets you there. No commitment, no sales pitch.