AI Insights

Trends, tools and best practices in enterprise AI.

AIAI Strategy

Adskillelse uden ét fælles kort genskaber integrationsgælden

Beskyt det nye, kør kernen. Rådet er rigtigt, men adskillelse uden ét fælles kort genskaber præcis den integrationsgæld, den skulle undgå. Atlas er kortet, der gør adskillelse sikker.

Jul 22, 20266 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

AIeu-ai-act

EU AI Act for midmarket — hvad du faktisk skal gøre

En pragmatisk køreplan til IT-leder eller compliance-koordinator der skal omsætte EU AI Act til handling uden dedikeret compliance-team. De 20 ting, prioritering og hvad der er realistisk.

Apr 23, 20269 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.

Apr 23, 20269 min read

AIeu-ai-act

Annex III forklaret — hvornår er din AI 'high-risk'?

De otte kategorier i Annex III gennemgået med konkrete eksempler fra nordisk midmarket. Hvornår er jeres rekrutteringsværktøj, kreditscoring eller OT-system high-risk under EU AI Act?

Apr 23, 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

Din AI-politik — 8 sektioner du ikke kan undvære

Hvad skal en AI-politik indeholde? De otte obligatoriske sektioner, typiske fejl og hvad der adskiller en politique der faktisk bruges fra én der lever i en PDF-mappe ingen åbner.

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 og FRIA — to dokumenter, to formål

Forskel og overlap mellem GDPR's DPIA og AI Act's FRIA. Hvornår skal I lave hvad, hvem er ansvarlig, og hvordan undgår I dobbeltarbejde med en koordineret workflow?

Apr 23, 20269 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 — det første skridt mod AI Act compliance

Hvordan bygger man en AI inventory fra nul? Discovery-processen, 15 spørgsmål per system, ofte oversete AI-systemer (Copilot, Shadow AI), og hvornår man skifter fra regneark til dedikeret tool.

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 i midmarkedet: forbi politik-dokumentet

Et politik-PDF gør dig ikke compliant. Her er de fire leverancer, der faktisk rykker — et register, en risikoklassificering, en beslutningsmatrice og en one-pager.

Apr 23, 20268 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: hvorfor valget af Haiku, Sonnet eller Opus er vigtigere end dit prompt

80% af AI-besparelser kommer fra at sende den rigtige forespørgsel til den rigtige model — ikke fra prompt-optimering. En praktisk guide til model routing i produktion.

Apr 23, 20267 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: den 90%-besparelse ingen taler om

Anthropics ephemeral cache-rabat er mekanisk simpel, men operationelt svær. Placement-mønsteret, 1024-token grænsen og hvad der kan og ikke kan caches.

Apr 23, 20266 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

Observabilitet for AI-funktioner: fra black box til revisionsspor

AI-funktioner uden traces er ikke funktioner — de er forpligtelser. Trace-mønsteret, ADR-0001 metadata-felter og EU AI Act artikel 15 i praksis.

Apr 23, 20269 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

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

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

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