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Cashcrown - an AI research labsitemap

cashcrown // ai.infra

Sovereign AI infrastructure

Your models, on your hardware. Self-hosted LLMs, RAG, gateway and observability — with predictable cost and no lock-in.

// 0112 services

cashcrown@lab: ai.infra --list --allready

self-hosted LLM — deploying local models
private company ChatGPT — on-prem, your data stays with you
embeddings server — semantic search engine
RAG on company knowledge — answers grounded in your documents
AI gateway / router — multi-model, fallback, cost control
model fine-tuning — tuned to your domain
AI observability — cost / latency / quality, live
GDPR & security layer — compliance by design
inference cost optimization — fewer $ for the same output
API → self-hosted migration — off the dependency
GPU selection / sizing — the minimum sensible hardware
vector knowledge base — a vector DB for RAG

// 02What we build with it

Concrete systems we assemble in this area — from measured models and components, to try live:

Real-time monitoring and alertsEvent streams, anomaly classification and alerts — before a problem grows, not after the fact.

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