
AI is only human. How real AI transformation succeeds, part 1 of 4
Michael Timmermann describes how using AI tools can lead to organizational transformation.
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How you put digital technology and AI to work in your organization depends on your goals and starting point. We support you from initial orientation through ongoing development and focus on where you need help now.
Whether you are starting a new initiative or improving an existing solution, we work with you to identify the most effective next step. We connect strategy with concrete changes and support your teams as they put them into everyday practice.

For us, digital technology and AI are part of developing your business and organization. When digital solutions change how you create value, the way people work together also needs attention. This is where we work with you.
We connect the assessment of business opportunities with implementation in everyday work. Together with your business functions and IT, we design digital workflows and clarify future responsibilities with the teams. Whether AI is used depends on the task. Pilots help us assess its value and actual use.
Imagine a time-consuming routine becoming easier, giving your team more room for tasks that need their attention. Which change would make the biggest difference for you?
Digital technology is part of everyday life. Children using smartphones and tablets, smart refrigerators, and self-driving cars are examples of rapid development. Smartphones have replaced landlines for many people, while fewer people have used a printed telephone directory.
But what do digitization and digital transformation mean? These everyday objects illustrate digitization, which is only part of a digital transformation. Broader transformation connects technology with strategy, business models, culture, organizational structure, brand, and employees’ capabilities.
A well-known story claims that in 1875 the head of the US Patent Office offered to resign and close the office because there was nothing left to invent.
Whatever the origin of that story, technological development continues. New technologies and changes follow one another so quickly that organizations often struggle to keep pace.
Growing complexity means organizations need to act faster and more adaptably during digital transformation. Well-designed pilots help test and spread new approaches.
For organizations that successfully navigate the digital transformation in this manner, a plethora of new opportunities await, and we are excited to assist in unlocking them:
Time and time again, we see that digital transformation in organizations is heavily focused on processes. While implementing digital systems and changing processes is a crucial aspect of digital transformation, it's essential to consider the human element for true effectiveness. For instance, if a digital system is introduced to replace an old, well-established process that has been perceived as effective for many years, resistance is to be expected. Similar dynamics are at play here as in other change processes.
We combine established transformation expertise with digital experience to help clients navigate digital change. Alongside experience from transformation programs, our team draws on work as employees and founders of digital startups and connections with digital pioneers in Silicon Valley. We also keep developing our own digital capabilities, including our change management app and other digital services.

Michael Timmermann describes how using AI tools can lead to organizational transformation.
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How the team behind our AI coach developed its own voice output to manage costs and quality more directly.
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An insight into people development at ABB, where an AI-based solution suggests relevant learning opportunities.
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We partnered with a consultancy focused on business management and quickly earned the trust of a client in waste recycling. After awarding the project, the client said they wanted us because we felt like a well-coordinated team. They valued getting specialist expertise in business management and performance improvement alongside effective change management.
The client had already tried twice to introduce organization-wide ERP software to improve efficiency and effectiveness. Both attempts had failed, and the board saw the next attempt as critical to the organization’s future. They identified insufficient expertise among previous implementation partners, inadequate management attention, and difficulties aligning business functions on processes and improvement opportunities.
Our first conversations showed that supporting the technical implementation alone would be insufficient. Excellence and profitability needed more attention alongside growth, and collaboration needed to change. We discussed our observations openly with the client and agreed on the wider assignment.
At the first leadership conference, initial skepticism about unfamiliar methods gave way to openness and enthusiasm. Experiential formats helped leaders discuss their own mistakes openly. Discussions and reflection moved beyond conference tables, and people’s needs, concerns, and hopes were considered alongside strategic questions. Participants connected what needed to change with how they would work together. One participant said the approach felt different and made them believe that real change was possible this time.
Intensive coaching and senior-team development helped the client recognize that its leadership setup had become a barrier rather than a source of direction. Clarifying this required a demanding process, but the outcome felt important and liberating to those involved.
Other leaders joined change-leadership programs to strengthen their skills and tools. A learning culture gradually developed, and regular constructive feedback became more common. Learning moved from isolated events into everyday work. Useful mistakes, efficient meetings, and well-prepared decisions became regular topics of discussion.
We developed formats and concepts jointly with the client to build their ability to act independently. Middle and senior leaders became more involved in shaping the organization. Personal conversations helped messages reach employees on both an intellectual and an emotional level.
Today, an expanded management team steers the company and supports its employees in discovering their own potential: "The most important thing for our success is the team" became the new motto and the basis for trusting teamwork.Not all business challenges have been solved, but the strategic initiatives are proving successful and the company's economic situation is no longer threatening but stable, as evidenced, among other things, by a multiplication of profits. Clean prioritization of projects is having an effect, and transparency in roles and moderated coordination among subprojects are reducing efficiency and friction losses. In this way, we were able to gradually leave the big stage, in keeping with the words of the COO:"Actually, I don't like consultants, but we couldn't have done this on our own without you guys"Long live appreciative directness!
Anonymized project example
For a research organization, we identified and assessed AI opportunities across administrative processes and prepared a focused portfolio for implementation.
The organization needed to turn a broad range of ideas into a credible implementation portfolio aligned with its strategic goals, capacity, and expected value.
These figures describe estimated opportunities at the time of assessment, rather than savings already realized.
What challenge would you like support with? A short description is enough to get started.