Device and connectivity design
Sensor selection, power budget and connectivity chosen for the actual site — a plantation, a plant floor and a port each rule out different options.
Sensors are the easy part. Getting the data somewhere it changes a decision is the work.
We design IoT deployments backwards from the decision they are meant to support. That means choosing connectivity that survives the site conditions, handling data at the edge where bandwidth is scarce, and delivering dashboards that an operations lead reads every morning.
Sensor selection, power budget and connectivity chosen for the actual site — a plantation, a plant floor and a port each rule out different options.
Local processing and buffering, so a dropped link means delayed data rather than lost data.
Ingestion, storage and visualisation, with alert thresholds set together with the people who will be woken up by them.
Commissioning, spares and a maintenance plan. Deployed hardware degrades, and a plan for that is part of the design.
Designs account for power, dust, heat, distance and intermittent connectivity, not for lab conditions.
We start with a single measurable operational question rather than instrumenting everything at once.
Storage and export in open formats, so the platform choice is not permanent.