Architecture

Enterprise Engineering Infrastructure

Technical system architecture for secure ingestion, governed reasoning, and structured output across the semiconductor lifecycle.

System Data Flow

End-to-End Engineering Pipeline

From semiconductor data sources through ingestion and the knowledge graph to governed agent outputs.

Semiconductor Data Sources

  • EDA
  • Lab
  • ATE
  • MES
  • Docs

Ingestion

  • Connectors
  • Normalize
  • Validate

Knowledge Graph

  • Cross-lifecycle graph
  • Vector search
  • Audit trail

Agent Layer

  • RTL
  • Verification
  • Bring-Up
  • Yield
  • FA
  • Knowledge

Structured Outputs

  • Recommendations
  • RCA
  • Debug threads
  • Knowledge capture

All records include source, retrieved_at, as_of, and raw_hash · Permission gates at agent boundary

System

Platform Data Flow

Engineering data flows into a governed intelligence layer, routed to specialized agents, and returned as structured outputs with full provenance.

Engineering Data Sources

EDA Tools
Design Databases
Test Systems
Silicon Data
Lab Systems
Documentation
Knowledge Bases

ChipGPT Intelligence Layer

Knowledge Graph

Domain Engines

Agent Orchestration

Secure ingestion · Permission gates · Audit logging

Specialized Engineering Agents

RTL Agent
Verification Agent
Bring-Up Agent
Yield Agent
Failure Analysis Agent
Knowledge Agent

Structured Outputs

Recommendations
Root Cause Analysis
Debug Workflows
Yield Insights
Knowledge Capture

Trust

Your data stays in your environment. You own it, you can export it anytime, and we don't train models on it — ever.

Pipeline Stages

Ingestion Through Output

Canonical processing stages for every engineering artifact.

01

Ingest

Secure connectors pull engineering data from EDA, lab, ATE, and manufacturing systems.

02

Normalize

Data mapped to canonical semiconductor schema with provenance and timestamps.

03

Reason

Agents query knowledge graph and domain engines with governed tool access.

04

Output

Structured insights delivered with citations, confidence scores, and approval gates.

Agent Network

Interconnected Engineering Intelligence

Specialized agents share a unified knowledge layer. Insights compound across the lifecycle.

Knowledge Layer
RTL Agent
Verification Agent
Yield Agent
Bring-Up Agent
Failure Analysis Agent

All agents read from and write to a shared semiconductor knowledge graph—linking RTL hierarchies, verification artifacts, silicon data, yield records, and field failure history into a single reasoning context.

Integrations

EDA & Enterprise Integrations

Native connectors for the systems your engineering teams already operate.

EDA

  • Synopsys
  • Cadence
  • Siemens EDA

Verification

  • Simulators
  • Coverage tools
  • Formal engines

Test & Lab

  • ATE platforms
  • Lab instruments
  • Characterization systems

Manufacturing

  • MES
  • Wafer map systems
  • Yield management

Enterprise

  • SSO/SAML
  • SIEM
  • Ticketing systems

Knowledge Systems

  • Confluence
  • SharePoint
  • Internal Wikis

Deployment

Enterprise Deployment Architecture

Deployment models and readiness artifacts for IP-sensitive semiconductor programs.

VPC Deployment

Dedicated cloud instance in customer-controlled VPC with private networking and CMK encryption.

On-Premises

Full platform deployment within customer data center with air-gapped option for IP-sensitive programs.

Hybrid

Control plane on-prem with optional cloud burst for compute-intensive agent workloads.

Deployment Readiness

Documentation and configuration artifacts for enterprise rollout

Infrastructure

  • VPC / on-prem sizing guideAvailable
  • Network topology templatesAvailable
  • Air-gap deployment runbookAvailable

Integration

  • EDA connector specificationsAvailable
  • SSO/SAML configurationAvailable
  • SIEM log forwardingAvailable

Governance

  • RBAC policy templatesAvailable
  • Approval workflow configurationAvailable
  • Audit export formatsAvailable

Security Review

  • Architecture documentationAvailable
  • Data flow diagramsAvailable
  • Penetration test summaryOn request