The cartridge is from a MUTOH UV flatbed printer. As compared to a consumer product the quantities are infinitesimal, but still a product by a major corporation. We are a sign company, but these machines are in awards shops as well. This is mostly a curiosity on my part, I don't pay for the cartridges. If I were to be able to salvage these by altering or replacing the chips I would get a couple attaboys from my boss and it would be forgotten in a week. I doubt he is aware of even 25% of the wasted ink.
Anyway, I have an Analog Discovery as a LA and a Siglent 1104x-e scope and have done some programming of PIC's with a PicKit. That is the extent of my experience, but I am curious. Aren't we all

I see some numbers on some of the chips referenced by AMYK so I will see if I can trace any of those down to a part and data sheet that might shed a little light on reading and writing to them. Thanks again.
I found a visual match for my card on the Wiki page posted by AMAK, and attached a pix. If anyone can add any clues as to where I should look for further info that would be great.