Engineering Agentic AI Architecture
Multi-Agent Cognitive Architecture · ReAct Loop · Confidence-Gated Feedback
▶ Run Pipeline
↻ Reset
ORCHESTRATOR
ReAct · Confidence Gate
LangGraph / AutoGen
LAYER 01
Ingestion &
Pre-processing
PDF · TIFF · CAD · Scan
LAYER 02
Semantic
Parser (VLM)
GPT-4V · Donut · Sparse Attn
SUB-AGENT
Title Block
Reader
LayoutLMv3
SUB-AGENT
BOM Parser
TATR + OCR
SUB-AGENT
GD&T Spotter
YOLOv8 + VLM
LAYER 03
CAD API
Grounding
Onshape · Autodesk · PLM
LAYER 04
Symbol
Unification
Web search · ISO/ASME · Milvus
ANALYSIS
Tolerance
Stack-up
sympy · worst-case · RSS
ANALYSIS
Manufacturability
Advisor
DFM rules engine
ANALYSIS
Revision
Delta Agent
Graph diff · NL summary
BLACKBOARD · REDIS + POSTGRES + NEO4J
Select any agent
Click any node or run the pipeline to see each agent's role and its confidence feedback path back to the Orchestrator.