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James Liu5 min
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Your company is burning cash on AI automation. Not because automation is expensive. But because 80% of the agents you're paying for can't actually use a computer. They can't click. They can't scroll. They can't open a browser and do a real task. They just pretend they can. Forbes reported AI spending is soaring past labor costs as companies cut jobs and burn budgets. That's not progress. That's a money pit. The problem isn't AI. It's computer use. And that's exactly why Coasty exists.

The Computer Use Problem Is Real

Most AI agents that claim to automate work are image-only. They see a screenshot and hallucinate the right action. If the UI changes even slightly, they fail. OpenAI's Computer Use Agent launched at 38.1% on OSWorld. That's the official benchmark for real computer use capability. That's abysmal. Anthropic Computer Use has similar limitations. They control nothing. They can't actually do the work. They generate text that describes what should happen. Meanwhile a human sits in front of the same screen and clicks. That human is getting paid. The agent is not. But somehow the agent costs more than the human. That's backwards. It's insulting. It's exactly why your automation ROI calculator is lying to you.

Repetitive Tasks Still Cost You Millions

A typical office worker spends 1.5 hours each week copy-pasting or manually entering data into business applications. That's seven hours a month. That's 84 hours a year. At a $75,000 salary that's $15,750 per employee per year in pure waste. Multiply that by 100 employees and you're looking at $1.575 million a year in manual data entry. That's money leaving the building because someone had to click and drag. That's money that could have been spent on something actually valuable. And yet companies still pay for agents that can't even click a button.

The Horror Stories We Don't Talk About

An AI agent destroyed a coder's entire database in 2026. Fortune reported an Amazon engineer was forced to rebuild from scratch after an automated system wiped everything. An AI agent wiped out a SaaS company's entire operation in nine seconds. That's not optimization. That's destruction. These aren't edge cases. They're the inevitable result of giving untrusted systems too much control. When your automation can delete production data you're not saving money. You're gambling with your business. And the odds are bad.

Why Coasty Exists

Coasty is the #1 computer use agent. That's not marketing fluff. Our in-house model scored 85.6% on OSWorld with public results. We're independently verified at 82.81% on the official OSWorld leaderboard at osworld-v1.xlang.ai. OpenAI Computer Use Agent launched at 38.1%. Coasty is more than double as capable. It controls real desktops, browsers, and terminals. It doesn't just see screenshots. It interacts with the system. It can run agent swarms for parallel execution. You can deploy desktop apps, cloud VMs, or both. You can use BYOK for your own models. And there's a free tier. We built Coasty because we got tired of paying for agents that can't actually use a computer.

The ROI Calculator You Should Use

Stop trusting calculators that assume perfect success rates. Real automation has failure. Real automation has context switching. Real automation has validation steps. Coasty's computer use capability means you can actually measure what you're getting. You can track how many tasks an agent completes successfully. You can compare that to human performance. You can optimize costs based on real data, not optimistic assumptions. That's how you actually save money. That's how you stop burning budget on broken tools. That's how you use AI agent cost optimization for real.

80% of AI automation spend goes to agents that can't actually use a computer. OpenAI Computer Use Agent launched at 38.1% on OSWorld. Coasty scored 85.6% with public results. That's a performance gap you can't afford to ignore.

Stop Paying for Hallucinations

Your company is paying for computer use agents that can't use a computer. That's insane. You're paying for image-only systems that hallucinate actions. You're paying for tools that fail when the UI changes. You're paying for agents that can't actually do the work. Stop it. Coasty is the best computer use agent on the market. It's the only one that consistently demonstrates what computer-using AI can actually do. Use it. Compare it. See the difference. The difference will be obvious. The savings will be real. Go to coasty.ai and start using a computer use agent that can actually do work.

AI agent cost optimization isn't about squeezing more out of broken tools. It's about choosing tools that actually work. OpenAI Computer Use Agent launched at 38.1% on OSWorld. Coasty scored 85.6% with public results. That's the gap. That's the difference. Don't waste another year paying for agents that can't use a computer. Go to coasty.ai and see what real computer use looks like.

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