I just lost a new platy to a particularly aggressive strain of columnaris (flexibacter). It started with a white speck on her upper lip. Within 24 hours it spread to the rest of her mouth, and she was dead shortly thereafter. She was stressed before the white speck appeared, so that may have had an affect on why she got it, and why she died so fast.
I'm not an expert, but from what I read you need to treat with a gram negative anti-biotic. Maracyn-2 used to be very effective, but some strains of flexibacter are now resistant to it. The packaging on Maracyn is wrong. It treats gram positive bacteria, and will have no effect on flexibacter. However, it is best to use both in case of secondary infection.
Furan-2 + Seachem KanaPlex is most effective. I know Jacks Pets carries Furan-2 for $9.99, not sure if they have that store in your part of the state. I was unable to find KanaPlex locally, it's best to order it online to have on hand in case of infection.
These antibiotics will most likely kill your cycle, so bear that in mind.
Triple Sulfa MAY work early on, and your cycle will likely survive although it may be damaged a bit. Triple Sulfa did nothing for my platy.
Using aquarium salt at the rate of 1 level tbs/5 gal may help as well. I'm not sure what you have in your tank though, some fish cannot tolerate any salt.
If it is columnaris, it's very contagious. Anything that touched the tank water (syphon's, nets, etc...) may be infected. Keep that in mind if you have multiple tanks.
Like I said, I'm not an expert. I've only had columnaris once, and the fish died too quickly to treat aggressively. This is just what I gathered during a marathon google session. Maybe a more experienced member who has successfully treated can help you out a bit more.