Living EA

Why do architects hate manual EA modelling?

Architects are not lazy. Manual factsheet entry fights incentives and burns senior time. “Easy” enterprise modelling means updating from meetings, transcripts, and documents — then curating — not blank forms.

·8 min read·

Contrast between blank EA factsheet forms and modelling from meeting notes and documents
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Why do architects resist filling EA factsheets?

Not because they dislike structure. Because manual modelling asks senior people to retype what already exists in documents, meetings, and HLDs — while the resulting inventory still lacks How and Why. The incentive fails; the repository stays empty or stale. That is the Discovery Tax paid as data entry.

Common questions: why is our EA repository empty, how do we populate an enterprise architecture tool, can we automate EA modelling from documents. Those are the right questions.

What does “easy” EA modelling have to mean?

Easy cannot mean “another blank form.” It must mean: start from transcripts, notes, and documents; propose metamodel-aware entities and relationships; let experts curate instead of invent from memory. That is incremental modelling.

From transcript and documents to curated metamodel updates with human review
Easy modelling: ingest what already exists, propose metamodel-aware updates, curate — do not retype the landscape.

Is automated modelling the same as dumping PDFs into an LLM?

No. Retrieving passages (RAG) is not the same as proposing structured applications, interfaces, and capabilities you can review into a living map. Automation without a metamodel and human curation recreates document chaos with better prose. See why not Copilot or plain RAG alone.

What happens if modelling stays manual?

Baselines take months, drift starts immediately, solution architects ignore the repository, and tribal knowledge remains the real system of record. Traditional EA scope alone does not fix the empty-repo loop — see beyond traditional EA.

How does DecisionPen solve this?

DecisionPen removes the clerical tax: propose structure from what the organisation already produces, then ask architects to curate — never to retype the landscape from blank forms.

  • Ingest meetings and documents — transcripts, HLDs, wikis, and natural-language descriptions become modelling inputs (incremental modelling).
  • Metamodel-aware proposals — the agent suggests applications, capabilities, technologies, and relationships (including LeanIX-aligned structures where that matters).
  • Human-in-the-loop curation — accept, edit, reject, defer. Progress is trusted updates, not “complete inventory by Q4.”
  • Evidence stays attached — so the model does not collapse back into thin factsheets the week after population.

Try it on one domain you already understand — prove a useful map slice without a months-long data-entry programme.

When is DecisionPen not the right tool?

If drawing architecture or BPMN diagrams is the primary job, use Visio or Lucidchart. DecisionPen generates diagram images from curated context; it is not a freeform drawing board.

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Frequently asked questions

Why do EA repositories stay empty or stale?
Because value depends on humans retyping what already exists in documents and meetings. People avoid the clerical tax; the model stays thin or drifts the week after “baseline complete.”
What does easy enterprise modelling look like?
Ingest transcripts, notes, and HLDs; propose metamodel-aware entity and relationship updates; let experts curate — not fill blank forms from memory.
Is automated EA modelling the same as document RAG?
No. RAG retrieves passages. Metamodel-aware modelling proposes structured entities and links you can curate into a living map that later questions can trust.
How does DecisionPen make modelling easy for architects?
Ingest documents, meetings, and natural-language descriptions; the agent proposes metamodel-aware entities and relationships; architects curate (accept/edit/reject). Evidence stays attached so the map does not collapse into thin factsheets.
When is DecisionPen the wrong tool?
If you need to draw and maintain architecture or BPMN diagrams as the primary work. DecisionPen generates diagram images from context; it is not Lucidchart or Visio.
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