model-sovereignty

What problem does it solve?

Helps teams make deliberate, operational decisions about which models to use, where they should run, and whether to create custom models by applying a practical decision hierarchy and sovereignty checklist.

Core Features & Use Cases

• Decision Hierarchy: Stepwise escalation from prompting to RAG, fine-tuning, distillation, and local hosting to minimise maintenance burden.
• Sovereignty Test & Routing: Practical checklist and data classification guidance to determine when data must be processed locally or routed differently.
• Technique & Hosting Comparison: Concrete recommendations on LoRA/QLoRA, Ollama, vLLM, llama.cpp, and cloud private endpoints plus cost break-even heuristics.
• Use Case: A regulated-finance team deciding whether to keep sensitive workflows on-premises, add a RAG layer for frequently changing documents, or fine-tune for consistent decision logic.

Quick Start

Evaluate our product's model strategy by analyzing data sensitivity, update frequency, and baseline token load to recommend prompting, RAG, fine-tuning, distillation, or local hosting.