Edge AI Deployer

Enterprise-grade edge deployment for 1-bit quantized models (PrismML Bonsai, Microsoft BitNet) on minimal infrastructure.

Capabilities

• Deploy Bonsai 8B (1.15GB), 4B (0.57GB), and 1.7B (0.24GB) models on VPS
• Calculate AaaS unit economics: cost per agent, margin per VPS, break-even analysis
• Configure Ollama or llama.cpp for multi-tenant inference serving
• Auto-provision Hetzner CX22 (EUR 3.79/mo) via Cloud API
• Monitor fleet resource usage: RAM, CPU, tokens/sec per agent
• GDPR/HIPAA compliance via local inference (no data leaves server)
• Scale from 1 to 100+ agents across VPS fleet