Researchers waste time setting up training infrastructure instead of focusing on models.
Provide pre-configured cloud instances with optimizations for popular open architectures (like Llama, Mistral).
Target academic labs and startups that need occasional large-scale training.
Start with a simple web interface for launching known-good configurations.
Risk: Cloud providers may offer competing managed services.