Where does AI offer the greatest value for companies?
Artificial Intelligence delivers the greatest value where it reduces operational effort, improves decisions, and makes existing services efficiently scalable. Areas with high data volumes, recurring tasks, and measurable economic benefits are particularly suitable. What matters is not the technology deployed, but the targeted use of AI at the relevant points within the organization. In many […]
How do AI agents work?
AI agents work by pursuing defined goals, processing relevant information from various sources, and—based on that—independently executing actions or preparing decisions. They combine AI models with clear rules, process logic, and system integrations to reliably take over specific tasks. Technically, AI agents consist of several interlocking components. First, they ingest input—for example, from documents, databases, […]
What AI skills are relevant for SMEs?
For SMEs, practical AI skills that enable targeted use of AI in day-to-day operations are particularly relevant. The focus is on understanding, classification, and application, not in-depth technical expertise. A fundamental understanding of AI and its potential applications is central. SMEs should know what types of AI exist, where they can be meaningfully deployed, and […]
What are the components of an AI strategy?
An AI strategy consists of clear goals, prioritized application areas, robust governance, and an implementation roadmap. It defines how artificial intelligence will be used in the company, what value it should deliver, and how risks will be managed. Without these components, AI is often uncoordinated and difficult to scale. A central component is a strategic […]
What are the prerequisites for AI deployment in companies?
There are no standard minimum prerequisites for AI deployment in companies – and that’s precisely the good news. Fundamentally, any company can start with AI, regardless of size, industry, or current level of digitalization. Neither a highly developed IT landscape nor deep AI expertise needs to be present from the outset. The crucial factor is […]
How is AI changing work methods and roles in companies?
AI has the potential to fundamentally change work methods and roles by automating recurring tasks, supporting decisions, and redistributing responsibilities. Employees are relieved of burdens, while at the same time requirements for skills, collaboration, and leadership are shifting. In many areas, AI takes over operational tasks that were previously performed manually, such as analyses, reviews, […]
How can SMEs get started with AI?
For small and medium-sized enterprises (SMEs), getting started with Artificial Intelligence is primarily a matter of setting the right priorities. Instead of comprehensive AI programs or complex platforms, a clear, pragmatic starting point based on specific business problems is needed. It is crucial to understand AI not as an end in itself, but as a […]
What does AI implementation in companies mean?
AI implementation means integrating AI solutions systematically into existing processes, systems, and workflows and making them effective in day-to-day operations. It’s not just about deploying technology, but about the controlled execution, management, and sustainable integration of AI within the organization. In practice, AI implementation encompasses several levels. First, prioritized use cases—often derived from the AI […]
What is the difference between AI agents and chatbots?
AI agents are task-oriented systems that autonomously execute processes or prepare decisions, while chatbots are primarily designed for dialog-based interaction. The difference lies less in the AI technology used than in the objective, depth of integration, and scope of action. Chatbots are typically specialized in answering queries or conducting simple dialogs. They respond to inputs, […]
Why is Change Management important in AI projects?
Change Management is crucial in AI projects because AI changes existing ways of working, roles, and decision-making processes. Without targeted support, uncertainty, resistance, and low adoption will arise, even if the technical solution works. AI solutions often deeply impact daily work. Tasks are automated, responsibilities shift, and decision-making logics change. For employees, this means not […]
