Sensitive documents and proprietary models stay on-device. LM Studio runs on Apple Silicon for local chat and embeddings, while Open WebUI knowledge bases can be run with cloud connectors disabled.
CACS Graphify maintains structured memory across domain graphs for infrastructure, content, learning, and other knowledge areas, enabling compounding intelligence rather than ephemeral chat.
AI is deployed for deep research synthesis and first-pass analysis. Judgement, valuation conclusions, and client-facing outputs remain entirely human.
This platform's workflow combines Claude, Codex, Gemini CLI, and Open WebUI for reasoning and local research, LM Studio on Apple Silicon for private Qwen chat and embeddings, CACS Graphify for persistent knowledge, and Ruthos (Always on private AI agent) for bounded Telegram-side orchestration. Cloud escalation is deliberate and cost-aware; sensitive work stays on local rails.