In short
An HMI is the screen or panel interface through which an operator monitors and commands a machine or process.
HMIs are usually touch panels next to the machine, connected to the PLC. Status, alarms, recipes and counters are monitored on these screens.
A well-designed HMI highlights critical information and reduces operator error.