01Spekir Insights

Principles for Strategy-to-Architecture teams

Sandhed før narrativ. Field notes, frameworks, and honest assessments on Enterprise Architecture, AI governance, and IT portfolio management.

EALatest

What is the difference between a CMDB and an EA tool?

A CMDB answers operational questions, an EA tool answers decision questions. The difference in owners, cadence and readers, and when the CMDB is enough.

August 23, 20262 min readEA Tools / APM

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Topics:AI ai-act ai-cost AI Governance ai-inventory ai-policy AI Strategy Alignment annex-iii APM architecture Business capabilities CIO claude compliance Cost dpia EA Frameworks EA Tools Enterprise AI Enterprise Architecture EU AI Act Frameworks fria gdpr Governance high-risk Integration ISO 42010 Living model Midmarket observability Operating Model Playing to Win Portfolio Management Prioritisation Risk Management SaaS sprawl Strategy TIME TOGAF

EAAPM

How do we start portfolio management when all we have is spreadsheets?

One list, three columns and a first TIME classification. The three reliable signs that the spreadsheet has stopped being enough.

Aug 23, 20262 min read

EATIME

What is TIME classification, and when is it worth the money?

Tolerate, Invest, Migrate, Eliminate. What data the verdict requires, when the classification pays for itself, and why maintenance decides it.

Aug 23, 20262 min read

EAgovernance

Who should own the application register?

Registers die of ownerlessness in about six months. Why operations, procurement and finance each fail alone, and the two-layer model that holds.

Aug 23, 20262 min read

EAEA Tools

When is an EA tool a waste of money?

Four situations where the purchase is waste, written by a vendor of EA tools, and what changes the arithmetic.

Aug 23, 20262 min read

EABusiness capabilities

What a business capability is, and why it is the only stable layer you have

Processes get rewritten, applications get replaced, departments move. The capability stays still long enough to build on. The definition, the three classic mistakes, and how you know the map holds.

Aug 17, 20267 min read

AIeu-ai-act

EU AI Act for Midmarket — What You Actually Need to Do

A pragmatic roadmap for the IT manager or compliance coordinator who needs to translate the EU AI Act into action without a dedicated compliance team. The 20 things, prioritisation, and what is realistic.

Aug 8, 20269 min read

AIAI Strategy

Separation without a shared map recreates the integration debt

Protect the new, run the core. The advice is right, but separation without one shared map recreates exactly the integration debt it was meant to avoid. Atlas is the map that makes separation safe.

Jul 22, 20266 min read

EASaaS sprawl

Your software portfolio grows faster than your view of it. Here is the evidence a CFO wants.

Unused licenses, overlapping tools and renewals nobody sees coming. How to build a cost case on evidence instead of guesswork, and why the AI portfolio is the same exercise.

Jul 20, 20267 min read

EALiving model

Your architecture model is already out of date. It is not your fault.

Survey fatigue and manual upkeep kill even good EA initiatives. A living model inverts the division of labour: software gathers, agents propose, people confirm.

Jul 19, 20267 min read

EAStrategy

Playing to Win: five linked choices, and where most teams lose them

Playing to Win is not a plan, it is five linked choices that stand or fall together. Most teams make the first two and stop. Here is the cascade, where it breaks, and why a choice is only real when you can trace it into the portfolio.

Jun 27, 20268 min read

AIeu-ai-act

Annex III Explained — When Is Your AI 'High-Risk'?

The eight Annex III categories explained with concrete examples from Nordic midmarket. When is your recruitment tool, credit scoring, or OT system high-risk under the EU AI Act?

Apr 23, 20268 min read

AIeu-ai-act

Your AI Policy — 8 Sections You Cannot Skip

What must an AI policy contain? The eight mandatory sections, common mistakes, and what separates a policy that is actually used from one that lives in a PDF folder nobody opens.

Apr 23, 20268 min read

AIeu-ai-act

DPIA and FRIA — Two Documents, Two Purposes

The difference and overlap between GDPR's DPIA and the AI Act's FRIA. When do you need which, who is responsible, and how do you avoid duplication with a coordinated workflow?

Apr 23, 20269 min read

AIeu-ai-act

AI Inventory — the First Step Toward AI Act Compliance

How to build an AI inventory from scratch. The discovery process, 15 questions per system, often-overlooked AI systems (Copilot, Shadow AI), and when to move from spreadsheet to a dedicated tool.

Apr 23, 20269 min read

AIgovernance

AI governance for midmarket: beyond the policy document

A policy PDF doesn't make you compliant. Here are the four deliverables that actually move the needle — a register, a risk classification, a decision matrix, and a one-pager.

Apr 23, 20268 min read

AIai-cost

Model routing: why choosing Haiku, Sonnet, or Opus matters more than your prompt

80% of AI cost reduction comes from sending the right request to the right model — not from prompt engineering. A practical guide to model routing in production.

Apr 23, 20267 min read

AIai-cost

Prompt caching: the 90% cost reduction nobody talks about

Anthropic's ephemeral cache discount is mechanically simple but operationally hard. The placement pattern, the 1024-token threshold, and what can and cannot be cached.

Apr 23, 20266 min read

AIai-governance

Observability for AI features: from black box to audit trail

AI features without traces are not features, they are liabilities. The trace pattern, ADR-0001 metadata fields, and EU AI Act Article 15 in practice.

Apr 23, 20269 min read

EAstrategy

Strategy-to-architecture loops: why themes need initiatives need apps

Most EA tools model architecture or strategy, not the loop. Themes without initiatives are aspirations. Initiatives without applications are theatre. Here is the loop in plain language.

Apr 23, 202610 min read

EAStrategy

Why the strategy-to-architecture gap costs you speed

When strategy and EA operate as separate disciplines, execution slows down. Three symptoms, one structural fix — and why the bridge matters more than either side alone.

Apr 21, 20269 min read

EAStrategy

Playing to Win for Enterprise Architects

Roger Martin's strategy cascade applied to EA governance: from winning aspiration to management systems, with capability maps and ADRs as the connective tissue.

Apr 21, 202610 min read

EAEA Tools

The midmarket EA toolchain dilemma

Companies with 200–5,000 employees need structured EA practice but find that traditional platforms overshoot on complexity and cost. What right-sized looks like.

Apr 21, 20268 min read

EAMidmarket

The Midmarket EA Gap

Organisations with 200-5,000 employees need EA but can't justify enterprise tooling. The gap is not a tool gap — it's a structure gap.

Apr 16, 20266 min read

EATIME

TIME Analysis Done Right

Most TIME implementations are colour-coded spreadsheets. Here's what structured scoring, strategy connection, and cost analysis actually look like.

Apr 16, 20267 min read

AIAI Governance

AI Governance Without the Bureaucracy

You don't need an AI ethics board. You need a register, a risk classification, a decision matrix, and a one-pager. Two weeks, four deliverables.

Apr 16, 20266 min read

AIAI Strategy

From 12 AI Experiments to One Direction

Every organisation has scattered AI pilots. Few have direction. Prioritisation and an operating model turn experiments into capability.

Apr 16, 20267 min read

EAAPM

Why TIME Without Strategy Is Just a Coloured Spreadsheet

The TIME model is the industry standard for classifying applications. But without strategic context, it's a categorisation exercise — not a decision engine.

Apr 16, 20264 min read

AIAI

AI Changes Everything About Application Portfolio Management

AI-assisted scoring, capability generation, strategy parsing. APM in 2026 is AI-native or it's a spreadsheet.

Apr 15, 20265 min read

EAEA Tools

The EA Tool Trap: Why Midsize Companies Don't Need Ardoq

Enterprise EA tooling requires 6-18 months, a dedicated team, and a six-figure budget. Most midmarket organisations have one EA or IT leader. There's a better way.

Apr 14, 20265 min read

AIEA Frameworks

What ISO 42010 Got Right That TOGAF Missed

ISO 42010 is viewpoint-driven. TOGAF ADM is too slow for the AI era. Modern EA is about stakeholder concerns and decision support — not diagrams.

Apr 13, 20265 min read

EAStrategy

From Boardroom to Portfolio in One View

The gap between strategy and IT execution is where most organisations lose momentum. Capability mapping is the bridge.

Apr 12, 20264 min read

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