Turnkey Service

Custom LLM/SLM Built
For Your Business

We build domain-specific AI models fine-tuned to your exact use case. Same air-gapped security. Your data never leaves your control.

Legal
Finance
Crypto
Insurance
Defense
Health
Request This Model
Delivery Options

Choose how you deploy

Two ways to get your custom model running. Both air-gapped. Both fully yours.

Turnkey Appliance

We build & ship it

We build and ship a pre-configured machine with your custom model installed. Plug in, power on, start querying. No setup required.

  • Pre-installed custom model
  • Kwyre server pre-configured
  • Hardware selected for your workload
  • Power on and start querying
  • Zero configuration needed

Self-Hosted Deployment

You deploy on your hardware

We deliver the trained model files + Kwyre server. You deploy on your own hardware. Full Docker and bare-metal support.

  • Trained model files (GGUF)
  • Kwyre server + security stack
  • Docker Compose deployment
  • Bare-metal support
  • Full deployment documentation

Customization & Validation

Domain-Specific Fine-Tuning

Pipeline: Claude → QLoRA → domain GRPO → LoRA export. 300 traces/domain with custom reward functions. Base model: Qwen3.5-4B Uncensored (0/465 refusals) — your sensitive data never refuses to be analyzed.

4 Backends + Hot-Swap Adapters

GPU: NF4/AWQ + Flash Attn 2 + speculative. vLLM: PagedAttention + continuous batching. CPU: llama.cpp. MLX: Apple Silicon. 6 domain LoRA adapters hot-swap at runtime via API (~100 MB each). RAG: FAISS, RAM-only, crypto-wipe.

Get Started

Request a Custom Model

Tell us about your use case. No obligation. We'll assess feasibility and provide a quote.

No spam. No data collection beyond this form. We'll respond within 48 hours.