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.
Stewardship Systems: Building Ethical & Sustainable AI Operations
As Machine Learning becomes woven into every layer of infrastructure, responsible technologists are shifting from speed and scale to stewardship. Designing systems that conserve energy, respect privacy, and remain auditable is the foundation of sustainable intelligence.
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.
The Return of the Local: Building Confidence in Self-Hosted AI
Local computing is no longer a retro dream shared by the pen-source community. Going Local today is a practical shift made possible by smaller models, affordable GPUs, and new frameworks for edge inference.