Knowledge for decision-makers who want to introduce AI systemically, not play with tools.
Clear articles on architecture, governance, rollout, and the realistic limits of AI agents.

Short answer: what is in the knowledge section?
Nine guides on AI agents in business, NIS2, the EU AI Act, GDPR questions around ChatGPT, orchestration costs and an LLM comparison — each with a short answer, deadlines and sources.
Bitkom reported on 14 September 2026 that 57% of surveyed companies use AI and 38% plan or discuss adoption. The survey covered 603 companies with at least 20 employees in Germany. These figures describe the market, not the value of an individual project.
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Articles
The most useful entry points into our topic space.
What is AI orchestration?
Definition, architecture, and common misconceptions.
AI agents in business
Where agents create value and where they do not.
ChatGPT Business or Enterprise: assess privacy and operations
Compare ChatGPT Business and Enterprise by data flows, administration, contracts and total cost. A plan alone does not establish GDPR compliance.
AI agents vs. chatbots
Compare conversational interfaces, fixed workflows and model-directed processes by task.
What does an AI agent cost? Setup and operating budget
AI agent costs combine implementation, ongoing usage and support. A credible quote needs a defined process, data sources, permissions and expected volume. Generic market price ranges cannot replace that scope.
Choosing an AI phone assistant
Criteria, costs and 7 questions before buying an AI phone assistant.
Buying an AI agent
Ready-made software, skill package or custom agent: costs and 6 questions before you buy.
EU AI Act: roles and deadlines
Assess roles, risk classes and current obligations, including AI literacy, for the actual use case.
Claude training for teams (German)
Practical team training to develop AI literacy for the systems you use.
Compare LLMs for business
Select models by task, data flows, costs and your own test cases; no blanket privacy winner.
Master AI as an optional control layer
Design routing, access, approvals and escalation deliberately. A model alone does not enforce these controls.
Primary source for the market figures
Start potential analysis
If you want to prioritize a real process, a few clear inputs are enough for a strong first assessment.