AI Engineering Lab
On-premise, air-gapped servers with GPU acceleration. Your models, your data, your hardware. Purpose-built for companies that can't afford to send proprietary data to the cloud.
The Problem
Every query to a cloud AI service sends your proprietary designs, process data, and trade secrets through someone else's servers.
$500/month becomes $5,000 as your team adopts AI. Per-query pricing punishes success.
API changes, price hikes, or service shutdowns can halt your workflow overnight. You don't control the infrastructure.
ITAR, FERPA, HIPAA, or internal IP policies may prohibit cloud AI entirely. Many companies simply go without.
The Solution
Development labs are physically isolated from the internet. A firewall separates the secure access portal from sensitive workloads. No data path exists to the outside.
Dedicated graphics processors for AI model training and real-time inference. Fine-tune models on your actual data in hours, not weeks.
One server runs multiple isolated labs — AI training, firmware dev, CAD, data analysis, testing. Teams work independently without interference.
Browser-based portal lets your team work from anywhere. The portal is firewalled — it can reach the labs, but the labs can't reach the internet.
Who This Is For
ITAR-compliant AI for quality inspection, process optimization, and predictive maintenance on certified parts. Data never leaves your facility.
Computer vision defect detection, process parameter optimization, and equipment health monitoring for tight-tolerance production.
Secure analysis of proprietary research data, lab automation, and compliance documentation on infrastructure you control.
Environmental monitoring, equipment diagnostics, and operational optimization for marine operations and shipyards.
AI-powered livestock monitoring, crop analytics, and equipment automation. Solar-powered, off-grid capable.
If your data can't go to the cloud — trade secrets, customer specs, proprietary processes — this is built for you.
Next Step
30-minute walkthrough of the production system. Remote or in-person if you're in the Pacific Northwest.
Johnathan Hamaker
wafarmhub@gmail.com
LinkedIn · Insect Zoo
Washington State