Multi-Agent Orchestration
Agent Architecture
How Engaineer routes documents through retrieval, semantic mapping, and standards-aware validation agents.
Orchestration Layer
A control plane classifies each document (P&ID, isometric, calculation package, procedure) and dispatches specialized agents. Routing decisions are logged for audit and replay.
search
Retrieval
Hybrid RAG over customer corpora and curated standard libraries with citation-level grounding.
hub
Semantic Map
Maps clauses, tags, and equipment IDs into a shared engineering graph for cross-document checks.
verified
Validation
Deterministic rule packs plus LLM reasoning produce findings with severity, clause refs, and remediation hints.
Deployment Modes
- SaaS regional clusters with customer-isolated storage
- VPC / private link for regulated operators
- Air-gapped appliance with offline standard updates