What is a digital twin of a manufacturing business?
A digital twin of a manufacturing business is a live model of how the company actually runs — objectives, value streams, orders, machines, people, suppliers and cash — kept current by the daily work rather than rebuilt in a monthly report. Leaders use it to see the current state, test a decision and follow the result.
How is it different from a machine or process digital twin?
A machine twin simulates one asset: a spindle, a press, a line. A business twin covers the whole operating system around those assets — what was promised commercially, what the plant can deliver, which constraint limits it, who is qualified to run it and what that does to margin.
Do we need sensors, IoT or a full ERP first?
No. The model starts with what you already know: cells and shifts, the order book, the daily board, the skills matrix and the open actions. Sensor, MES and ERP feeds sharpen it later; they are not the entry ticket.
How is this different from a BI dashboard?
A dashboard is a digital shadow — it shows what already happened and stops there. A twin is connected: a missed shipment links back to the constraint, the contract that promised it, the skill gap behind it and the action assigned to fix it, so the picture updates as the work is done.
How long does it take to stand up?
Most teams start inside a day. Open the read-only TitanScale demo workspace to see a complete modeled manufacturer, then start the free 7-day sandbox with your own cells, orders and boards and grow the model from there.