IoT and Artificial Intelligence Solutions

West Bengal's manufacturing base — engineering, jute, food processing, chemicals, cold chain — runs on equipment where unplanned downtime is the single largest avoidable cost. We instrument machinery with vibration, temperature, current and pressure sensors, stream the data to a monitoring platform and alert on deviation before failure.

For cold chain and pharmaceutical storage we deploy continuous temperature and humidity monitoring with tamper-evident logging and automatic excursion alerts, which also satisfies audit requirements.

We start from the decision you want to improve, then work back to whether your data can support it. Predictive maintenance from sensor history, demand forecasting from sales data, computer vision for visual quality inspection, document extraction from invoices and delivery challans, and conversational assistants for repetitive customer queries.

If the available data cannot support a reliable model, we say so at the assessment stage rather than after you have paid for a pilot.

A factory floor in a district town does not have reliable broadband, and a system that stops working when the link drops is not deployable. We process at the edge — inference and rule evaluation happen on local gateways, data buffers during outages and syncs when connectivity returns.

Critical alerts still fire locally through sirens, lights or SMS even with no internet at all.