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The Insurance Claims Machine Is Broken. Here's How an AI Agent Fixes It

Daniel Kim||7 min
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Insurance companies spend $262 billion per year just to deal with denied claims. That is not a rounding error. That is a catastrophe. Meanwhile your human adjusters spend forty percent of their day copy-pasting data into endless spreadsheets. They check boxes. They call people. They get yelled at. And somewhere in the middle a legitimate claim gets delayed for weeks. That is insane.

The Claims Machine Is Bleeding Billions

Claims denial costs add up fast. Hospitals lose $262 billion annually to denied claims. That is money that cannot be spent on patients or on better care. Your insurance company wastes billions on administrative overhead. They chase approvals. They resend paperwork. They argue about codes. It is a loop that never ends. The real problem is not that claims are hard to process. The problem is that the process itself is designed for paper not for computers.

AI Is Already Screwing Up Claims (And That's Good)

Your insurance company might already be using AI to deny claims. UnitedHealth and Humana got sued for using faulty algorithms to reject Medicare Advantage claims. The lawsuits allege that elderly patients were cut off from care because an algorithm looked at data and decided no. That is dangerous. But it is also proof that AI is already inside the claims machine. The question is whether you use AI to deny people or to help people. The difference is whether you use a real computer use agent or a glorified chatbot.

What Your Agents Actually Do All Day

We know what your adjusters do. They open PDFs. They type policy numbers into systems. They copy dates from emails and paste them into forms. They upload documents. They switch between ten different tabs. They call vendors. They get bounced to voicemail. They repeat the same steps twenty times a day. This is not work that requires a human mind. This is work that requires a computer that can see and click and type. You are paying people to do what a computer use agent could finish in an hour.

Insurance companies lose $18 billion annually to claims leakage. Computer vision can catch most of it. Your agents cannot.

Computer Vision Is Already Changing Claims

Insurance companies are using computer vision to assess car damage and property loss. Tractable partners with the UN to help disaster victims get cash faster. CPIC in China accelerated its claims process with computer vision. It can read images of crash damage or fire damage and estimate repair costs in seconds. That is not magic. That is image processing. But your agents are still staring at photos and typing numbers manually. You are leaving billions on the table because your tools are stuck in 2010.

Why Your Computer Use Experiments Keep Failing

You might have tried an AI computer use agent. You fed it PDFs and asked it to extract data. It got confused by formatting. It hallucinated numbers. It missed fields. You gave up. This is not your fault. The popular computer use agents from Anthropic and OpenAI are impressive demos but they struggle with messy real-world systems. They cannot handle broken forms. They cannot deal with login screens. They cannot work reliably across different operating systems and browsers. That is why your automation projects stall after two weeks.

Why Coasty Actually Works For Insurance Claims

Coasty is not a chatbot. It is a real computer use agent that controls desktops. It can open PDFs. It can fill forms. It can navigate legacy systems. It can handle broken layouts. It runs on your VMs so your data stays in your infrastructure. You can deploy agent swarms to process claims in parallel. Coasty is the best computer use agent right now with 85.60% OSWorld performance. That means it actually completes real tasks on real computers unlike the flashy demos that promise everything but deliver nothing.

Start Small. Make It Hurt

Do not try to automate the whole claims department in one day. Pick one workflow. Let your Coasty agent handle document ingestion for one line of business. Let it extract data from PDFs and feed it into your legacy system. Measure the time saved. Multiply that by the number of claims you process. Then deploy another agent for another workflow. The point is to stop bleeding money on manual work. The point is to show your executives that automation pays for itself in weeks not years.

You are paying people to copy-paste data into systems that could be automated in minutes. That is a waste of money. It is a waste of talent. It is a waste of human potential. Stop doing it. Use a real computer use agent that controls desktops and browsers and terminals. Use Coasty. It is faster cheaper and more reliable than the other options. Try it for free. See the difference. Your adjusters will thank you. Your CFO will thank you. And your patients will thank you.

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