Two paths for AI: closed database for high value IPR and open database for tools for everyone

I am currently creating concrete efficient tools for sustainable reporting. This includes GHG based Scope 1&2 calculator which uses official open datasources and can be created efficiently for using Claude Opus 4.5. But there is rising demand of more complex Scope 3 calculators which uses much more complex and high IPR methodology for calculations. This methodologyu needs local LLM calculations. You want to create your AI model / tool locally but dont have enough “juice” in my local LLM. Radeon 9700 Pro would fix this.