Artificial Intelligence
Many organizations are investing in AI. What matters is whether those investments deliver sustained impact.
We help organizations close the gap between AI ambition and tangible impact by building the organizational and cultural conditions required for effective AI transformation.
AI has arrived in day-to-day business. The returns have not – yet.
Many organizations have invested, deployed their first applications, and launched pilot projects. Yet technological activity does not automatically translate into sustainable value creation.
The 2026 PwC Global CEO Survey shows that 56 percent of the CEOs surveyed have yet to see either increased revenue or lower costs from AI. By contrast, organizations with strong AI foundations are three times more likely to report significant financial returns.
These foundations include an integration-ready technology environment, a clear AI roadmap, formalized responsible AI and risk processes – and an organizational culture that supports AI adoption.
Our focus is on the organizational and cultural foundations. Our consulting work starts where AI strategy and technology meet organizational reality – creating the conditions for impact at scale.
AI Transformation Is Organizational Development
AI changes how people lead, make decisions, collaborate, and create value. Whether AI delivers impact therefore depends not only on the technology, but also on the organization's ability to evolve deliberately.
BCG captures this challenge in its 10/20/70 rule of thumb: approximately 10 percent of the transformation effort goes into algorithms, 20 percent into technology and data, and 70 percent into people and processes.
It is not about investing less in technology. It is about developing leadership, organization, and culture with equal rigor.
Our AI Change Readiness Framework
Our AI Change Readiness Framework describes six organizational design areas that determine whether AI can deliver sustained impact in day-to-day work:
Strategic Clarity and Direction
The organization is clear about why and where AI should create value. Clear priorities and a roadmap with firm commitments and regular reviews provide direction for the transformation.
Leadership and Accountability
Top management visibly owns and leads AI transformation as an organization-wide priority. Responsibilities and decision rights are clearly defined. Leaders guide employees through the changes AI brings to day-to-day work.
Involvement and Trust
Employees affected by AI are involved early, and changes are discussed openly. AI outputs can be challenged critically, errors and risks can be raised, and human review is available when needed.
Capacity to Experiment and Learn
The organization provides a protected, clearly governed environment in which people can experiment, learn, and challenge existing processes and routines. Lessons learned and good practices are shared and used to drive continuous improvement.
Human-AI Collaboration
The organization systematically builds the AI capabilities required for different roles, with a strong focus on practical application. Employees receive support in their day-to-day work, and leaders are prepared to shape human-AI collaboration.
Work Design and Organizational Integration
The organization provides the resources required and deliberately redesigns workflows, end-to-end processes, and human-AI collaboration. Use, adoption, impact on work, and business value are reviewed regularly, and implementation is steered accordingly.
Focused work across these design areas creates the organizational conditions for AI solutions to be adopted, used effectively, and scaled beyond pilot projects—with tangible gains in productivity, quality, innovation, and business value.
Our AI Transformation Portfolio
AI transformation must be shaped at multiple organizational levels: through alignment within the executive team, leadership by a cross-functional leadership coalition, and the adoption of new ways of working across the affected AI workforce or the organization as a whole.
Our offerings can be used individually or combined into an integrated transformation approach.
01 Executive Team: Aligning AI Transformation and Leading for Impact
Target Audience
Selected members of the executive or senior leadership team who are accountable for AI transformation.
Challenge
The challenge is less about AI ambition than about organizational execution. Leadership, organization, and culture must evolve in concert and be translated into clear priorities, accountabilities, and consistent action. Without a shared direction, initiatives remain disconnected and the transformation loses impact.
Our Approach
A robust Baseline Assessment combines qualitative and quantitative perspectives. Interviews, an analysis of existing leadership systems, the AI Change Readiness Assessment, and a focused culture workshop reveal key tensions and development levers.
In the Executive Leadership Lab, we translate the findings into shared leadership priorities, clear accountabilities, and firm commitments. Executive Sparring supports implementation and strengthens the leadership team's ability to act.
Your Benefits
The executive team steers AI transformation consistently as an organization-wide leadership priority and gives clear direction. Decisions are made faster, initiatives work together more effectively, and resources are focused on the opportunities with the greatest impact potential.
02 Leadership Coalition: Translating AI Ambition into Organizational Action
Target Audience
Twenty to thirty selected leaders from relevant functions and organizational levels who, as a leadership coalition, drive the implementation of AI transformation.
Challenge
Operational execution of AI transformation is won or lost within business areas and across leadership levels. Strategic direction must be translated into concrete leadership actions, cross-functional thinking and collaboration must be strengthened, tensions addressed, and new ways of working enabled. Without a strong leadership coalition, the transformation loses momentum and impact.
Our Approach
In the Alignment Lab, we clarify the role of the leadership coalition and translate the AI ambition into concrete requirements for leadership, collaboration, and execution. Together, we identify the key organizational and cultural levers and establish clear, shared direction for leadership action.
The subsequent AI Change Leadership Journey brings this direction into practice. On-the-job experiments and regular reflection cycles help identify tensions early, refine effective approaches, and drive AI transformation across functions.
Your Benefits
The leadership coalition connects strategic direction with operational reality and strengthens the organization's ability to act across functions and leadership levels. It visibly models the cultural patterns that support AI transformation and embeds them in day-to-day leadership. Execution barriers are identified earlier, practical experience is used more quickly to inform the next stage of implementation, and ownership of the transformation is distributed more broadly across the organization.
03 AI Workforce and Organization as a Whole: Designing New Ways of Working and Embedding Them in the Culture
Target Audience
Depending on the starting point, our work focuses either on the AI workforce—leaders and employees whose tasks, roles, or ways of working will change substantially as a result of AI transformation—or on the organization as a whole, when AI transformation needs to be embedded throughout the organization's culture.
Challenge
AI transformation only delivers impact when change is reflected in day-to-day work. Without active engagement, the implications for tasks, roles, collaboration, and ways of working often remain unclear. Existing cultural patterns persist, and new forms of human-AI collaboration take hold only in isolated pockets.
Our Approach
The AI Culture Journey begins with a robust baseline assessment. Interviews, surveys, and an analysis of the cultural impact of existing leadership systems reveal which cultural patterns support or impede the transformation.
Together with leaders and employees, we reflect on the strengths and limitations of the current culture and define a target culture aligned with the requirements of AI transformation. We translate this target culture into concrete behaviors, new forms of collaboration, and changes to day-to-day work. A roadmap with firm commitments and regular reviews provides structure for implementation, makes progress visible, and supports the sustained adoption of new ways of working and behaving.
Your Benefits
Leaders and employees gain clarity about the cultural shifts AI transformation requires and what they mean for leadership, collaboration, and day-to-day behavior. This strengthens direction, acceptance, and confidence to act, while gradually turning the desired forms of leadership and collaboration into everyday practice. As a result, AI applications are used more effectively and existing potential is captured more fully.
An Integrated Transformation System—Not Isolated Initiatives
The Executive Team
sets direction and establishes clear priorities.
The Leadership Coalition
translates ambition into cross-functional action.
The AI Workforce
designs new forms of collaboration and ways of working.
The Organization as a Whole
embeds the cultural patterns required to sustain them.
Measurement & Business Impact
Baseline → Transformation → Pulse → Review and Course Correction
Depending on the engagement, we connect the baseline assessment with brief pulse surveys during the transformation, as well as regular reviews and targeted course correction. This makes progress, implementation barriers, and necessary adjustments visible early. At the same time, agreed organizational and business success criteria make it possible to track whether implementation is advancing and the intended impact is materializing.
Built on Transformation Experience
culture & company has supported organizations through complex culture and transformation efforts for many years—from working with executive teams and cross-functional leadership groups to embedding cultural change across entire organizations.
One lesson emerges consistently: sustainable change does not come from isolated initiatives. It happens when strategic direction, leadership, structures, and collaboration evolve in ways that also shift the underlying cultural patterns.
Our AI Transformation Practice builds on this experience. We apply proven principles of organizational transformation to the specific challenges of AI transformation.
Where Does Your Organization Stand?
The AI Change Readiness Check provides an initial perspective based on twelve selected statements. It shows where strong foundations are already in place—and where a closer look is warranted.
For a more in-depth baseline assessment, the full AI Change Readiness Assessment includes 24 statements. It examines the six dimensions of our AI Change Readiness Framework, reveals interdependencies, and identifies concrete development levers and priorities.
We help organizations close the gap between AI ambition and tangible impact.