DEVOUR OVERHEAD.
OPTIMIZE AI.
Inject demonic efficiency into your neural networks. Slash token waste.
How NeuroFS Works
1. INGEST
Every prompt is decomposed across 7 semantic dimensions — domain, intent, complexity, style, audience, tools, and reasoning depth.
2. ROUTE
Graph-spread activations flow through the learned semantic cube. Hebbian learning refines edge weights with each interaction.
3. OPTIMIZE
Routing plans select adapters, experts, tools, and KV-cache prefetch keys — cutting redundant tokens before they hit the model.
Route Smarter with OpenClaw
OpenClaw is a personal AI agent running on your own hardware — Mac, Linux, Windows, mobile. It connects to 40+ AI providers and runs tasks autonomously via the messaging apps you already use. Add NeuroFS as its routing brain to slash token usage by 91% on every request.
Learn more about OpenClaw ↗1. Install OpenClaw (macOS / Linux)
curl -fsSL https://openclaw.ai/install.sh | bash2. Get your NeuroFS API key
Generate key in your dashboard↗3. Connect NeuroFS as your router
openclaw config set router neurofs --endpoint https://api.neurofs.com --api-key YOUR_API_KEYWorks With Everything
Drop NeuroFS into any stack — model providers, inference servers, orchestration frameworks, and cloud platforms.
Ready to devour overhead?
Deploy NeuroFS in minutes. Watch your token costs plummet and routing accuracy soar across every model in your fleet.