Privacy First
Introducing the Just In Case Project
When the Internet Goes Dark, Your Intelligence Shouldn’t. When disaster strikes, panic follows confusion, and confusion starts when information disappears.
At Companion Intelligence, we’re building personal intelligence that works even when the world doesn’t. Secure. Contextual. Offline. Yours.
Because sometimes “just Google it” isn’t an option.
Why Efficiency Is the Next Frontier for Local AI
AI efficiency is the key to moving from cloud dependence to local control. Research from Tsinghua University shows that optimizing data, model, and system design can cut costs, reduce energy use, and improve autonomy. True efficiency means understanding what your compute costs and choosing to use it responsibly.
Designing the Hybrid Future: How Local and Cloud Computing Work Together
Hybrid systems are becoming the new default architecture. By combining local compute for privacy and responsiveness with cloud resources for scalability, professionals can achieve greater resilience, transparency, and cost efficiency—without choosing one side over the other.