CostObserver
Know what's expensive, risky, and what to fix first.
CostObserver launched on April 5, 2026.
What it does
Most cloud tools show you that a bill spiked. CostObserver shows you why. CostObserver is the first SecFinOps platform powered by AI agents. It connects AWS billing data, security signals, and resource behaviour in one view so teams know what is expensive, what is risky, and what to fix first. AI connects the dots. No more jumping between dashboards. Just clear priorities and the exact fix. AWS available now. GCP and Azure coming soon.
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CloudchiprJan 2026 · cloudchipr.com · ▲138Cloud costs observability,management and automation platform
- AMAn MCP server for understanding AWS costs2025 · ▲119
Hey all - I work at Vantage, a FinOps platform. I know AI is peak hype right now. But it has definitely changed some of our dev workflows already. So we wanted to find a way to let our customers experiment with how they can use AI to make their cloud cost management work more productive. The MCP Server acts as a connector between LLMs (right now only Claude, Cursor support it but ChatGPT and Google Gemini coming soon) and your cost and usage data on Vantage which supports 20+ cloud infra providers including AWS, Datadog, Mongo, etc. (You have to have a Vantage account to use it since it's…
I built a service to help companies reduce AWS spend by 50%2022 · usage.ai · ▲123Hey HN: Kaveh here, the founder of https://www.usage.ai/ We help companies drive down AWS EC2 spend. Why? Because the way it's done now is a pain. DevOps and Software Engineers end up spending time managing costs rather than focusing on business problems. Previous to founding Usage, I worked on high-performance computing research at JP Morgan Chase and as a software engineer at a number of smaller startups. Here's how it works: We are typically brought in by a DevOps manager to cut AWS EC2 costs. The app is entirely self-service and the savings are generated automatically,…
- IBI built a service to help companies save 35%+ on their AWS bills2020 · ▲25
Hi everyone, I've been working on a side project over quarantine called Usage.ai and I finally feel comfortable enough to launch it. We're a service that plugs directly into AWS, automatically finds savings, and applies those savings at the press of a confirmation button all without ever needing to go to an AWS console. I'd love to get HN's thoughts on it! Demo: https://www.loom.com/share/2a6f1c8e4c214914a1cdd88c6fdec4ac Link: https://www.usage.ai/
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