Spend is up. Outcomes are uneven.
IDC describes EMEA AI spend already at tens of billions with strong forward growth, while maturity remains low for most organizations. Money does not equal transformation.
Transformation fails when technology projects outrun operating model changes — roles, incentives, data ownership, and customer journeys left untouched.
Services are the steering face
Strategy, campaigns, loyalty, and go-to-market are not decorations around the machine. They are how humans steer systems once automation exists. Without that face, agents optimize the wrong objective.
A serious services engagement defines success metrics, maps the cube, and sequences faces so each delivery unlocks the next — instead of parallel workstreams that never meet.
Assemble is a discipline
Launch, measure, iterate. Keep the edges intentional. Retire tools that do not lock. Document the contracts so the next hire does not reinvent the system from tribal knowledge.