Zeliah Outcast

"The idea that American health insurance companies are using AI to analyze and adjudicate claims for approval or denial sounds terrifying, but one North Carolinian is using AI to fight back.

When Raleigh resident Neal Shah had a claim denied for his wife’s chemotherapy drugs, he thought it was rare, that he was the only one, that it was just bad luck.

Litigating his case on phone calls that lasted for hours changed the husband and father, and he set about creating a sophisticated app that uses artificial intelligence to compare claims denial forms against health insurance contracts, before automatically drafting an appeal letter.

“For a doctor to write this, it’s not rocket science, but it still takes hours,” Shah told ABC News 11, adding that a well-written appeal letter, sent in immediately, can sometimes get denials reversed within days or weeks, but most people either don’t know they can appeal, or don’t know on what grounds they can appeal.

In fact, according to Shah’s research, 850 million claims denials occur every year, and less than 1% are ever appealed.

That’s where Counterforce Health comes in, a startup that’s created a free-to-use app for claims denials.

It’s all the more critical a service now that health insurance companies, already armed with statewide government-protected pseudo monopolies and duopolies, are using AI to deny claims within seconds of them being filed.

“Before, you used to have a reason you would deny it, and you used to have a doctor review or a nurse review it, but once AI rolled out, they could just have AI deny it,” Shah explained.

For Counterforce Health, Shah brought onboard Riyaa Jadhav, a Jill of all trades who has helped grow and expand the undertaking through her experience in both the business world and working alongside patients at Johns Hopkins University Hospital.

Together, they’ve built Counterforce to the point where it boasts a 70% success rate in appealing claims.

Thousands have already logged on; many going on to use the service.

“Sometimes when enough people get loud, enough people put pressure, then I think all of a sudden society wakes up, so I really feel like it’s really about to click,” Shah said.

-via Good News Network, August 5, 2025

Here's the link to this organization, by the way. According to their numbers, less than 1% of denials in the US are appealed, but 75% of appeals are approved. This could do so much good.

And another source for validity:

Any film featuring the US military is paid for by the US military. They have the final word on what comes out. These films are recruitment tools. Same applies to TV shows, and doubtless many will soon be showing up.

Do not be fooled by these films and shows. They are designed to bring in new recruits. When these are released, there is a surge in new people enlisting in the military. These recruits swiftly discover they were fed bullshit, but now they're stuck due to a contract. Going AWOL, away without leave, is desertion. You will be caught and put on trial for desertion, and they are not light with the sentencing.

Please, for the love of fuck, do not enlist with the military. You are cannon fodder. They do not care about you.

Recruiters are told to lie. To do whatever it fucking takes to enlist new people. Do not fucking fall for it.

Miscellaneous tadc doodles but they’re mostly tadc x deltarune bc they’re fighting for space in my brain rn

slightly suggestive doodle below :3

I was in hell, looking at heaven.

bye bye baby blue.

Part 3/?

Part 2: