Bandwidth-Noise-SNR relationship
If you have a large bandwidth with a lot of white(thermal) noise and decrease this BW, your SNR will go up, assuming your signal is still intact. Therefore the BI factor will increase the \$SNR_{out}\$ when you decrease the BW through the system.