ANTHONY KEVIN
FOUNDER & CHIEF ARCHITECT
AGI ENTERPRISE LLC
DOMAIN
EXPERTISE
- ▸Air-gapped AI architecture for CMMC Level 2 environments
- ▸NIST 800-171, DFARS 252.204-7012, ITAR/CUI compliance
- ▸Local LLM deployment, Ollama inference, GGUF model management
- ▸Meeting intelligence — transcription, summarization, speaker diarization, action extraction
- ▸Quantitative systems design — derivatives trading, probabilistic modeling, pattern recognition under pressure
- ▸VS Code extension development, TypeScript, agentic AI pipeline architecture
- ▸Defense contractor operational domains: Engineering, Quality, Contracts, Finance, IT/Cyber, Program Management
WHAT I
BUILT
AGI Enterprise v1.0.0: department routing across 12 operational domains, CMMC audit logging with SHA-256 hash chains, automated CUI detection, facility-aware context, vision pipeline for engineering document extraction (ECOs, FAIs, TDPs, BOMs, NCRs), RAG semantic search, agentic execution — all running fully air-gapped on local GPU hardware with zero external network calls.
Meeting intelligence pipeline: local audio transcription with speaker diarization, AI-powered summarization with structured output — decisions, action items with owners, open questions — all processed on-premises with no cloud dependency.
American-only model stack: Microsoft Phi-4 Reasoning, Arcee Trinity, Nomic AI embeddings. MIT and Apache 2.0 licensed. Full model provenance documentation and SBOM for audit readiness.
WHY THIS
Defense contractors need AI. Compliance requirements make commercial tools unusable. The market has no answer.
A background combining quantitative trading, pattern recognition under pressure, and production AI development creates a specific kind of builder — one who understands that in high-stakes environments, precision is not optional and failure modes matter.
That is what AGI Enterprise is built on.