“Inteligencia artificial para procesos industriales. Spin-off de la Universidad de Cantabria que construye modelos con la física del proceso dentro para hornos, fundición, forja, energía y logística industrial.”
“What already exists: SCADA history, CMMS records, ERP or MES orders. No new sensors are installed to get started. You can also start with little history, because the model relies on the process balances and not only on recorded examples.”
“No. The model reads what the plant records and sends the recommendation to the shift screen or, if the project calls for it, writes it to the control system. PLC logic is not modified.”
“A dashboard shows what has happened. Here you get what to do, with the variables that weigh on that recommendation and its confidence level, and the model stays valid when the material or the recipe changes.”
“With a call about one specific process. Then we review the available data and set a baseline for consumption, rejects or lead time before building anything, so the result can be measured against it.”
“No. We work on top of the infrastructure you already have. We connect to existing PLCs, SCADAs, MES and ERPs over OPC-UA, Modbus, MQTT, REST or flat-file exports.”
“It's the most common situation on the plant floor, and it's part of the initial diagnosis work. Before modelling anything, we map the data's sources, quality, frequency and semantics.”
“Both. We run 100% on-premise deployments, hybrid deployments with edge on the plant floor and cloud for reporting, and fully cloud deployments when the client wants operational lightness.”
“Wherever your IT and security team decides. By default, all sensitive data stays inside the client's perimeter. If anything is uploaded to the cloud, it's anonymised metrics for training or operational telemetry, never production recipes or competitive information, unless expressly agreed.”
Deduce Data Solutions: “Inteligencia artificial para procesos industriales. Spin-off de la Universidad de Cantabria que construye modelos con la física del proceso dentro para hornos, fundición, forja, energía y logística industrial.”