A cost centre is a defined area or unit where direct and indirect costs are allocated, typically not generating profit but contributing to company expenses. It involves various classifications such as process, product, and service cost centres, along with categorization of costs into materials, labour, and overheads. The total cost is calculated from several components including prime cost, factory cost, and office cost, with distinctions between controllable and uncontrollable costs.