Sovereign AI – Why Your Agents Should Run on Your Hardware

Major AI agent platforms are shifting to cloud-based infrastructure, which can lead to dependency and security risks. Self-hosted governance is the only answer that scales. Consider using ORBIT, a free, open-source platform that runs entirely on your hardware, eliminating risks like insecure tool communication and unverified tool sources. To mitigate these risks, switch to a local-first architecture and use a lightweight, CPU-friendly semantic memory like TF-IDF. This approach is validated by research in the Engram persistent memory architecture.