Change management for AI adoption
AI agents change how your sales team works. To make the adoption succeed, we guide the change along Wilfried Krüger’s phase model – from initiation in the AI coaching to consolidation in ongoing operation.
Why AI adoption needs change management
When AI agents work in sales, more than the software changes. Tasks, roles and decision paths shift: who prepares, who approves, who is accountable for the result? Companies often fail here not because of technology, but because of a lack of clarity.
Change management ensures that AI agents do not just work technically, but take hold in your organisation – with clear goals, a clear mandate and people who know where they decide.
Krüger’s five phases of change
In “Excellence in Change”, Wilfried Krüger describes change in five phases. At REVAGO, they map to the building blocks Evaluate & Enable, Go and Operations:
- AI coachingInitiationClarify the need for change
- AI coachingConceptionGoal, map and mandate
- GoMobilisationInvolve process owners, design processes
- GoImplementationBuild agents, integrate, go live
- OperationsConsolidationAnchor and improve in operation
- AI coaching (Evaluate & Enable)Initiation
In the model: The need for change is clarified, and the people who are to carry it are won over.
At REVAGO: In the AI coaching, you find out whether and how AI agents can secure and grow your revenue.
- AI coaching (Evaluate & Enable)Conception
In the model: Goals are set and the measures that lead there are planned.
At REVAGO: The result of the AI coaching: a clear goal, a map of the way there and a mandate with task and accountability.
- GoMobilisation
In the model: Those affected are informed and involved; willingness and ability to change are built.
At REVAGO: With your process owners we design the processes and define where agents prepare, recommend, execute with approval or act autonomously within limits.
- GoImplementation
In the model: The planned measures are put into practice.
At REVAGO: We build your agents, connect them to the agreed systems and take everything live.
- OperationsConsolidation
In the model: The change is anchored so that it lasts.
At REVAGO: REVAGO runs the system on an ongoing basis, tracks its impact and improves it continuously – aligned to your revenue goals.
Who leads the change?
You lead the change, as leadership: goals and mandate come from you. REVAGO guides the change in the coaching, designs and implements the mandate with your process owners and runs the system on an ongoing basis. Leadership does not have to manage the agents day to day.
What change management is not here
- Not a takeover of your leadership responsibility – decisions stay with you.
- Not an off-the-shelf training programme for individual AI tools.
- Not a promise that change happens without resistance – but a clear way to deal with it.
Frequently asked questions about change management for AI adoption
What does change management mean for AI adoption?
Change management for AI adoption means shaping the change in the organisation just as carefully as the technology. When AI agents work in sales, tasks, roles and decision paths change: who prepares, who approves, who is accountable for the result? REVAGO guides this change along Wilfried Krüger’s phase model – from AI coaching through implementation to ongoing operation.
Why does introducing AI agents need change management?
Because AI agents only have an effect when people and the organisation work with them. In a forecast from June 2025, Gartner expects more than 40% of agentic AI projects to be cancelled by the end of 2027 – due to costs, unclear business value or inadequate risk controls. Clear goals, a clear mandate and a guided change address exactly that.
What is Krüger’s phase model?
In “Excellence in Change”, Wilfried Krüger describes change in five phases: initiation, conception, mobilisation, implementation and consolidation. The model leads from the question of whether and why something must change to anchoring the new for the long term.
How does REVAGO apply the phase model to AI agents?
Initiation and conception take place in the AI coaching: you find out whether and how AI agents can secure and grow your revenue and, if the answer is yes, come away with a clear goal, a map and a mandate. Mobilisation and implementation belong to Go: designing processes with your process owners, building agents, integrating them and going live. Consolidation comes from REVAGO’s ongoing operation.
Who leads the change – REVAGO or the company?
You lead the change, as leadership: goals and mandate come from you. REVAGO guides the change in the coaching, designs and implements the mandate and runs the system on an ongoing basis. Leadership does not have to manage the agents day to day.
How are change management and human-in-the-loop connected?
In the human-in-the-loop model, it is defined for every task whether an agent prepares, recommends, executes with approval or acts autonomously within limits. This definition is at the heart of the change: people know where they decide and approve – and agents act only within the authorised mandate.
Where does change management with REVAGO start?
With a short assessment of five multiple-choice questions and a conversation with a REVAGO coach. After that, you can book AI-first coaching, where initiation and conception take place. The coaching can be booked on its own and is open-ended.
Further reading
- AI-first coaching: find out whether and how AI agents can secure your revenue
- Go: from pilot to operation
- Operations: an agent is never finished
- Services: the full path to your REVAGO system
Source: Wilfried Krüger (ed.): Excellence in Change. Wege zur strategischen Erneuerung. Gabler, Wiesbaden (German).