AI Is Quietly Rewriting How Businesses Work
Artificial intelligence is no longer just a tool—it is becoming a new layer of intelligence embedded across business systems, reshaping workflows, decision-making, and customer experiences, according to Dr. Axel Schell of Allianz SE.
In his recent article, Schell highlighted three key shifts that are quietly redefining the relationship between humans, machines, and progress itself.
1. AI That Acts, Not Just Answers
Traditionally, AI has been used as a tool to provide suggestions and assist humans. Today, however, “agentic” AI systems are capable of planning, coordinating, and executing tasks autonomously within defined goals and constraints.
This shift means AI is no longer just accelerating workflows—it is owning parts of them, making processes more adaptive and closer to real-time execution. For leaders, the focus is less on technology and more on governance, accountability, and ethical oversight, ensuring that human judgment remains central even as AI takes on more responsibility.
2. Intelligence Moves Into the Real World
AI is expanding beyond text-based systems into multimodal and embodied intelligence. These systems can interpret images, video, and sensor data simultaneously, interact with physical or simulated environments, and adapt dynamically to changing conditions.
Companies are starting to pay for outcomes delivered by AI, rather than software features alone. From production lines to customer service, AI is now embedded in workflows and environments, shaping experiences in ways that were once impossible with traditional software.
3. Foundations, Not Models, Define Competitive Advantage
As access to powerful AI models becomes widespread, the real differentiator is no longer the model itself, but the data, infrastructure, culture, and systems that surround it. Organizations that focus on unstructured data, robust platforms, and intelligent workflows will gain the greatest advantage.
Schell emphasizes that embedding AI into business foundations and customer touchpoints is now essential. Companies that treat AI as merely a feature risk falling behind those that make intelligence a core part of their operations and culture.
The future belongs to organizations that integrate AI deeply, remain adaptable, and experiment responsibly. Curiosity, cultural readiness, and customer-centered thinking will determine which companies lead in the age of embedded intelligence.
