Hybrid Architecture AI + Cloud Run
Neuralai VM: We combined the instant flexibility of Generative AI (LLM) with the raw deterministic power of Traditional Cloud Computing (Google Cloud Run).
It's not just about 'running code', but about a true AI-Centric Hybrid Architecture.
Manages business logic, interprets webhooks in real-time, simulates behaviors, validates workflows and decides what to do and when.
It is activated by the AI through a dedicated ServerVirtuale Record, executing heavy deterministic operations on the real web only when needed (stable HTTP connections, massive scraping, file system manipulation, data security).