ai employees
What an AI employee really means in business
An AI employee is a clearly defined digital role, not a virtual person or a substitute for leadership.
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Understand AI. Design better processes.
Practical guidance for European businesses and organisations.
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Guidance beyond the buzzwords.
The articles distinguish capability, application and necessary control. Author and update date remain visible.
ai agents
AI agent or chatbot: what is the difference?
A chatbot responds; an agent can take multi-step action within defined boundaries.
Read articlerag
RAG: make enterprise knowledge safely usable by AI
RAG connects a request with relevant approved knowledge passages and adds source context.
Read articleai governance
Human in the loop: keeping people accountable for AI
Human control needs to be proportionate to the risk and consequence of each process step.
Read articleprocess automation
Which processes are good candidates for AI automation?
Strong candidates are recurring, information-rich workflows with clear objectives and reviewable outcomes.
Read articlemulti agent systems
Multi-agent systems as digital organisations
Several bounded agents can divide complex work more transparently than one universal agent.
Read articleai strategy
How a mid-sized business should start an AI project
A good start needs a relevant process, named ownership and measurable criteria, not an oversized AI programme.
Read articleai automation
Costs and prerequisites of AI automation
A sound estimate follows the process, data, integration, controls and operation; without that basis any flat figure would be speculative.
Read articleai agents
AI agents versus conventional automation
Stable rules favour conventional automation; variable information work may justify agents, while a bounded combination is often the most robust design.
Read articleai governance
EU AI Act, data protection and information security in AI projects
The AI Act, GDPR and information security ask different but complementary questions about purpose, data, role, risk and operation of an AI system.
Read articleWhich process should work better in your organisation?
We begin with the work, the people and the current process — then assess which form of AI genuinely makes sense.