How to read these
Reference models are starting points, not prescriptions. Each shows how the same architecture — a knowledge foundation, the Institutional Intelligence Layer, and a governed runtime — is shaped by the priorities and constraints of a given industry. Read the one closest to your context, then adapt the deployment posture and source systems to your own environment.
Reference models
Manufacturing
Hybrid or On-PremiseOperational knowledge & supplier intelligence
Connects PLM, MES, and ERP into a shared model so process expertise, supplier risk, and quality reasoning persist across shifts and sites.
Aerospace & Defense
Air-Gapped or SovereignProgram assurance & classified reasoning
Preserves engineering judgment and program decisions under the highest assurance requirements, including air-gapped enclaves.
Government
Sovereign or Air-GappedMission continuity & institutional memory
Retains policy rationale and operational knowledge across administrations and personnel rotation within sovereign boundaries.
Professional Services
Managed Cloud or HybridExpertise capture & reuse
Turns the reasoning behind client engagements into reusable institutional knowledge instead of leaving it in individual inboxes.
Private Equity
Managed CloudDiligence & portfolio reasoning
Compounds diligence reasoning and operating playbooks across deals and portfolio companies to accelerate value creation.
Industrial Operations
Hybrid or On-PremiseAsset & reliability intelligence
Unifies SCADA, OPC-UA, and maintenance history so reliability reasoning survives equipment, vendor, and workforce changes.