What does a company need to succeed with AI?

The short answer is leadership, fast feedback loops, and quick learning.

Lean thinking emerged in a complex environment, viewing the organization as a production line or machine. The basic assumption was that we knew what needed to be done, so we could design the process, remove waste, and improve the flow. This approach worked for years, first in manufacturing and later in other industries. We try to keep everyone busy and focused on the right tasks.

Agile came from a different perspective. Organizations realized that they knew what they wanted to achieve, but not how to achieve it. With so many possibilities available, they cannot pursue all of them, so they need to quickly identify what will lead to the desired outcome and invest their effort there. Frameworks such as Scrum became popular because they help teams inspect and adapt based on customer feedback and guide their decisions to maximize value.

More recently, the term business agility has brought agile values and principles to the organization as a whole. It calls for changes to the culture and organizational design, as well as different leadership skills so businesses can respond better to complexity, uncertainty, and ambiguity.

We accept that change is inevitable and design our organization to be ready for whatever the future brings.

So how can AI help us improve?

AI can help us improve the flow of work even further. We can automate repetitive processes and use agents for non-deterministic work. And as the delivery gets faster, the bottleneck shifts toward decision-making.

When we can build almost anything we can imagine, quick feedback loops and clear prioritization matter more than ever. To get real value from AI, organizations need to become much better at identifying where value lies, deciding what impact they want to create, and adapting rapidly.

Successful AI adoption requires Lean thinking as an operating model and Business Agility as an organizational design.

That means decision-making must be clear and timely, while leadership is shared across teams.

Agile isn’t dead. It’s needed more than ever. Agility helps organizations focus on what customers truly value, instead of flooding them with features they don’t need.