Runway Intelligence is OpenMetal’s executive insight series for late-stage startups and their investors, exploring how cloud economics, infrastructure design, and operational strategy shape valuation, margins, and time to exit. A
Tag: ai infrastructure
Claude is closed-weight and cannot run on your own hardware, but you can self-host the entire application and data plane around it on OpenMetal. Here is how.
Gemini is closed and cannot run on your own hardware, but you can self-host the entire application and data plane around it on OpenMetal. Here is how.
GPT is closed-weight and cannot run on your own hardware, but you can self-host the entire application and data plane around it on OpenMetal. Here is how.
Claude, GPT, and Gemini cannot run on hardware you own, but you can self-host the entire stack around them on OpenMetal. Here is what is actually possible.
Coding-agent fleets hit dedicated-GPU break-even at ~5-10M tokens/month or 15-25% utilization. Why metered per-token billing punishes the agent workload.
Neocloud became a capital-and-power race, leaving sustained mid-market inference underserved. Why predictable cost, not GPU count, is the defensible position.
Dedicated Servers & Private Cloud Infrastructure for Berkeley, California, United States Served by OpenMetal’s Los Angeles data center — estimated 17.508 ms avg latency based on tests from nearby San