Read: Bluetooth devices ... To make your Microsoft Designer keyboard discoverable, slide the bottom switch. The keyboard will now enter pairing mode, and the LED lights will start flashing.

Most of the times, the problem is resolved by restarting the computer, going to Windows Settings and selecting ‘Add Bluetooth or other device’ and putting the keyboard into pairing mode.