AI / LLM ARCHITECTURE
MCP · agents · RAG · evals
FULL-STACK ENGINEERING
Node · PostgreSQL · React · APIs
12
ENGINEERING & BUILD
dev · DevOps · DB · SIT/UAT · release
8
DATA · ML · MATH
data · ML · forecasting · BI · stats
DELIVERY & PLATFORM
CI/CD · cloud · observability · FinOps
8
BUSINESS & STRATEGY
PM · product · pricing · ops · M&A
6
AI-NATIVE / LLM
prompt · LLMOps · RAG · red-team · MCP
5
DESIGN · CONTENT · L10N
UX/UI · a11y · docs · CRO · EN/ES
BANKING · RISK · COMPLIANCE
KYC · AML · OFAC · SAR · monitoring
MCP NEURAL INTELLIGENCE
MODEL CONTEXT PROTOCOL · AI REASONING LAYER
ONE CORE · EVERY SYSTEM
NEURAL CORE
9 capability domains · linked
LIVE
ORCHESTRATOR · 83-AGENT WORKFORCE
ARCHITECTED & DELIVERED BY MANUEL STAGG
MCP NEURAL INTELLIGENCE
AI REASONING LAYER
NEURAL CORE
9 capability domains · 83-agent workforce · LIVE
BANKING · RISK · COMPLIANCE
KYC · AML · OFAC · SAR
AI / LLM ARCHITECTURE
MCP · agents · RAG · evals
FULL-STACK ENGINEERING
Node · PostgreSQL · React · APIs
DELIVERY & PLATFORM
CI/CD · cloud · observability
12
ENGINEERING & BUILD
dev · DevOps · DB · release
8
DATA · ML · MATH
data · ML · forecasting · BI
8
BUSINESS & STRATEGY
PM · product · pricing · M&A
6
AI-NATIVE / LLM
prompt · LLMOps · red-team
5
DESIGN · CONTENT · L10N
UX/UI · a11y · docs · EN/ES
Neural reasoning core 4 core capability domains 5 specialist clusters (39 agents)

MCP Neural Intelligence — the AI reasoning technology Manuel Stagg architects and ships. One core connects every system; around it, four core capability domains and an 83-agent specialist workforce. A live interactive app of this map is coming soon.