01 — Use case
AI & Automation
Transformation Context
A European financial services group introduces AI-powered decision support in customer operations across several European markets. The technology partner has implemented the solution, data model and redesigned process steps. Frontline teams are expected to use the AI recommendation in their decisions, while defined risk cases still require human judgement and input from other functions.
Execution Alignment Gap
After rollout, the technology works, but the organisation uses it differently. In one market, Operations decides certain cases independently; in another, comparable cases are referred to Risk. Local teams create their own workarounds, and there is no consistent view of when an AI recommendation may be overridden. Recurring escalations and different decision paths prevent the solution from being used consistently across markets.
Transformation Partner Role
The transformation partner owns the AI solution, data model, technical integration and defined process changes. The technology is available and the intended workflows are documented.
Between Cultures Role
Between Cultures brings the relevant leaders from Operations, Risk, Technology and local markets together. We surface the specific decision conflicts, clarify who decides what, where local judgement is legitimate and where a common standard must apply. The result is a shared set of decision principles, clear ownership and agreed escalation paths.
Business Impact
- Consistent decision principles across markets and functions
- Clear ownership for critical decisions between people and AI
- Less execution friction through agreed decision and escalation paths
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