Klebsiella species are common bacteria found in the environment and in humans as normal flora. However, they can act as opportunistic pathogens, causing infections like pneumonia, urinary tract infections, and rhinoscleroma. Diagnosis involves Gram staining, culturing samples on selective media, and biochemical testing to identify the species and determine if it is causing an infection.