Secure RAG
Retrieval patterns for governed institutional knowledge, access-aware context, and auditable response grounding.
Technical architect lab
Applied AI, cloud, cybersecurity, and systems architecture demonstrations.
Chad Netwig Labs is a personal technical proving ground for enterprise AI workflow architecture, responsible automation, and implementation patterns that connect real systems to measurable operational outcomes.
Sources
Docs / Data / Apps
Identity
Access context
Workflow Core
RAG + Agent Router
classify, retrieve, route, review, observe
Policy
Trace
Outputs
Insights / Actions
Review
Human checkpoints
First featured lab
Enterprise AI Workflow Integration Lab
A focused architecture exhibit for secure RAG, agentic routing, BI insight surfacing, governance controls, and LLMOps monitoring in institutional operations.
Architecture
AI workflow integration
Focus
Institutional operations
Status
Prototype lab
Practices
Governance, automation, LLMOps
Agentic workflow routing
Task classification, routing logic, escalation paths, and human checkpoints for operational AI workflows.
BI insight surfacing
Decision-support interfaces that connect structured reporting, narrative summaries, and actionable signals.
AI governance controls
Policy-aware design for permissions, review states, sensitive data handling, and responsible AI adoption.
LLMOps monitoring
Evaluation traces, quality signals, latency awareness, and feedback loops for prototype AI systems.
Systems architecture
Cloud, application, data, and security boundaries modeled as practical implementation patterns.
Lab roadmap
Built to expand as new technical exhibits come online.
Cloud & containerization demo
SDN firewall lab
OpenGL C++ graphics demo
ARM assembly simulation
Computer science teaching demos