Where sensors meet intelligence: AIoT, end to end.
Full-stack AIoT systems — devices, connectivity, platform, and the AI on top — designed, built, and operated as one accountable delivery.
Live on real footage, not a mockup
Why this matters now
IoT without AI is a data bill; AI without IoT is blind to the physical world. Teams that buy them separately inherit an integration project. We build them as one system because the value lives in the loop.
Service pillars
Device to cloud
Firmware, edge compute, secure connectivity, and scalable ingestion engineered together.
Intelligence layer
Models running at the edge and in the cloud: detection, prediction, optimization on live telemetry.
Action layer
Dashboards, alerts, integrations, and agents that turn signals into operations.
What changes for your operation
- One accountable partner — No integration gap between the device team and the AI team.
- Edge intelligence — Decisions in milliseconds, on-site, resilient to backhaul loss.
- Proven at fleet scale — Device management, OTA updates, and monitoring built for the thousandth unit.
Stack we deploy with
- ESP32/STM32 & industrial gateways
- NVIDIA Jetson
- MQTT
- Azure IoT Hub / AWS IoT Core
- TimescaleDB
- Grafana
Where this service earns its keep
- Condition-monitoring systems
- Smart metering platforms
- Cold-chain intelligence
- Connected-worker safety systems
Where we deploy it
Questions we hear most
Yes — we audit, stabilize, and extend brownfield deployments regularly, adding the AI layer to telemetry you're already collecting.
Ready to put aiot development to work?
Book a demo, or start with the AI Readiness Assessment — a 30-minute working session that maps your highest-value first deployment.
- AI that sees, predicts, and acts — not just a dashboard.
- Pilot to fleet rollout in weeks, with a go/no-go you can defend.
- Enterprise-grade security, procurement, and support from day one.
Schedule a demo
See Invexal on your own cameras and data.