Article archive
by Bernd Jansen
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The AI Agent Forgets Everything. The Specification Doesn’t.
An AI agent has no memory of its own between two sessions. We preserve the project’s memory permanently through specifications, guardrails, and skills. Three months after project kickoff, the acceptance test of an AI-developed application revealed something troubling: anyone who…
Enterprise Architecture in the Age of AI: From Target Vision to Learning System
Few technological trends have challenged the role of Enterprise Architecture (EA) as profoundly as Artificial Intelligence. What used to be stable, predictable, and controllable is becoming increasingly dynamic and interconnected through adaptive, self-learning systems. AI forces organizations to rethink the…
When AI Becomes Part of the Team: Business Architecture for a New Reality
Business architects are facing a fundamental shift. For a long time, value chains were linear, processes were stable, and decision paths were clearly defined. That world is changing rapidly, because data and AI have become independent actors in value creation.…
Lean Enterprise Architecture – Designing Architecture with a Focus on Value
It’s time for architecture to demonstrate its value Today, organizations face the challenge of changing faster than traditional structures allow. New business models emerge in weeks, customer expectations constantly evolve, and technology has become integral to business itself. In this…
Fractional Enterprise Architects – On-Demand Architecture Expertise
Digital transformation poses enormous challenges to companies. Strategic architectural decisions are often complex and costly, with long-term impacts on business success. At the same time, it’s hardly realistic for many organizations — especially small and mid-sized enterprises — to maintain…
Increasing efficiency through digitalization: The interaction of e-commerce, customer services and CRM in the customer portal
How the interaction of e-commerce, customer services and CRM increases efficiency, reduces costs and increases customer satisfaction in digital portals.