What gets built with Muvia.
Eight situations we meet often, told from the problem to the sources, to what gets built in Muvia and who receives the results. They are typical scenarios, not named customer stories.
BI, AI and ML for the business
ERP, CRM, databases and files: from management accounting figures to data scientists' models, on the same data and with the same permissions.
- Margins and management accountingInvoices and costs sit in the ERP, customers and sales reps in the CRM, the budget in a spreadsheet. In Muvia they become one margin by customer and by product, with the Monday report and an alarm when the numbers drift from budget.Read the case
- Demand and stock forecastingSales history and stock levels are already in the ERP. Your data scientist builds a forecasting model with scikit-learn; Muvia runs it every night next to the data and puts forecast, actual sales and understock in front of the people who reorder.Read the case
- Sales and pipelineThe CRM knows what is being negotiated; the ERP knows what was ordered and invoiced. Muvia joins them: pipeline and conversion with one definition, the customers who are ordering less, and Athena answering the sales team's questions.Read the case
- Data science on company dataYour data scientist trains wherever they like, in their own Jupyter with their own tools. Muvia gives them governed data to start from, runs the model on a schedule next to the data, and puts the scores into dashboards, alarms and reports.Read the case
Muvia Industrial
Machine signals, read by an edge node and placed next to orders, lots and quality. Models run in the cloud or right on the shop floor.
- Anomalies and predictive maintenanceVibration, temperature and current read from the PLC become a deviation from normal, a health index and, if you want, a score from a model of your own, in the cloud or on the node next to the machine. When a signal drifts, an alarm goes off and maintenance hears about it.Read the case
- Connected machines for machine buildersEvery machine you sell carries a Muvia node, and every customer gets a company of its own, kept apart from the others. Your service team follows the whole fleet with one login, and each customer gets dashboards and reports on their machine.Read the case
- Energy use per line and per pieceMeters and power analysers read over Modbus TCP, joined with the pieces produced and the orders in the ERP: how much energy each line, each shift and each piece takes, with an alarm when consumption looks out of the ordinary.Read the case
- Process quality and traceabilityProcess parameters from the PLC, lots from the line database, orders and scrap from the ERP, all in the same engine. Every lot has its process history, and an alarm goes off when a parameter leaves its window while the lot is being made.Read the case
Bring us a question you can't answer today.
We start from a real question your business has and walk the path from source to dashboard with your systems, not a demo dataset.