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Practice

Architecture practice guidance — how to use the Linked.Archi metamodels alongside other modelling approaches in real-world architecture practices.

If you are deciding which notation or framework to use, working out how to combine them without duplicating models, or aligning your practice with current analyst guidance, these articles work through the trade-offs with concrete, notation-independent examples.

Combining Notations

How modelling notations relate, when to use each, and how to use them together without duplication.

Guide Topic
C4 and ArchiMate — Reading Guide Entry point for the trilogy below (recommended order: 1 → 2 → 3)
1. Diagramming Approach Meets Modelling Language Steel-man debate: ArchiMate makes C4 unnecessary vs C4 is essential
2. C4/Structurizr and ArchiMate Decision frameworks, integration strategy, team scenarios
3. ArchiMate Application Layer vs C4 Containers Modelling patterns and decision matrix for the overlap zone
C4/Structurizr vs UML Diagram-by-diagram mapping across all 14 UML and 7 C4 types
Backstage as C4 Complement or Replacement Three-way comparison (C4, Backstage, ArchiMate) with the three-model architecture
Deployment Modelling ArchiMate Technology layer vs C4 deployment vs Backstage
ArchiMate in Structurizr DSL and Beyond Can Structurizr DSL express ArchiMate? Evaluation of DSL options (Turtle, YAML-LD, LinkML)

Methods & Tooling

How to apply architecture methods and build tooling with Linked.Archi.

Guide Topic
EA Frameworks Compared How Zachman, TOGAF, EA on a Page, ADMIT, BTABoK, and BizBOK relate and complement each other
Zachman vs EA on a Page Deep comparison of two artifact classification frameworks — theoretical completeness meets empirical validation
Classifying Business and Application Architecture with CSVLOD Where capability maps, decomposition, realization, and solution artifacts fit in the six CSVLOD types — notation-independent, with ArchiMate as the worked example
ATAM Evaluation in Practice Complete ATAM walkthrough using all Linked.Archi modules — governance, decisions, patterns, quality attributes, and risk analysis
ADD Design in Practice Three ADD iterations designing a payment platform — from reference architecture selection through data resilience to security
Build Your Own Metamodel Extend ArchiMate 4.0 to build a custom content framework — from elements through SHACL to document generation
Build Your Own Modelling Tool From finished metamodel to working tool — palette, canvas, SHACL validation, viewpoint filtering, document generation, and AI agent access
Cloud Platform Walkthrough Complete worked example — design rationale for every file in the Cloud Platform custom metamodel
Knowledge on Another Level — OKF and Linked.Archi How Google's Open Knowledge Format compares to the Linked.Archi graph — worked example, DIKW placement, and how the two compose
How Linked.Archi Bridges the Gap How the knowledge graph solves the last-mile adoption problem — model once, view everywhere

Domain Extensions

Practice guides for specific architecture domains built as Linked.Archi extensions.

Guide Topic
AI Ethics & Governance EU AI Act compliance — risk classification, conformity assessment, bias assessment, human oversight
Financial Architecture TCO, investment cases, cost-benefit analysis, FinOps — cost as a queryable dimension
EA-as-a-Service Service catalogue, engagements, satisfaction tracking, capability portfolios, maturity assessment
ML-Enabled Systems ML model architecture — stakeholders, viewpoints, integration boundaries, quality attributes
Gartner 2025 Extensions Cross-extension composition and queries across AI governance, financial architecture, and EA-as-a-Service

Industry Alignment

How Linked.Archi addresses current industry trends and analyst guidance.

Guide Topic
Architectural Data vs Architectural Knowledge The fundamental distinction between recording what exists and understanding why — and what it takes to cross the gap
Architecture Knowledge Lifecycle How architectural knowledge is created, captured, validated, shared, applied, evolved, and retired
Gartner 2025 — EA Diagnosis How Linked.Archi addresses Gartner's five EA mistakes and three strategic trends
Enterprise Ontologies Are Mandatory Why Gartner, Forrester, and industry leaders now consider enterprise ontologies mandatory for AI transformation