AI Is Changing How Marketing Teams Are Organized

Artificial intelligence is creating a new challenge for marketing leaders: deciding which capabilities should be managed centrally and which should remain under individual business units or regional teams.teams.

Centralized marketing functions offer consistency, shared resources and better cost management. However, AI tools are giving local teams the ability to create content, analyse information and execute campaigns independently.

According to Sally Witzky, VP Analyst at Gartner, this shift requires marketing leaders to rethink traditional organizational structures instead of assuming that greater centralization is always the best approach.

Why AI Encourages Marketing Centralization

Centralization becomes increasingly valuable as organizations expand their use of AI.

Shared data, technology infrastructure, governance standards and specialist expertise can help businesses maintain consistency across departments and markets.

A centralized structure can provide several advantages:

  • Consistent governance: Common standards help manage AI usage and reduce operational risks.

  • Lower costs: Shared resources can reduce duplicated technology and work.

  • Access to expertise: Specialized AI skills can be developed centrally and made available across teams.

  • Better coordination: Shared data and systems support more consistent marketing operations.

Gartner research cited in the article found that 73% of marketing leaders reported their marketing function was fully or mostly centralized, compared with 67% the previous year.

How AI Gives Local Teams More Independence

While AI supports centralized infrastructure, it also makes individual marketing teams more capable of working independently.

Regional teams and business units can use AI to produce content, analyse customer behaviour and adapt campaigns to local market conditions. Tasks that previously required support from central teams or external agencies can increasingly be handled closer to the customer.

This flexibility can improve response times and help marketers react more quickly to competitors, customer expectations and changing market conditions.

However, excessive decentralization can create fragmented data, inconsistent practices, duplicated resources and higher operating costs.

A Hybrid Model Could Be the Answer

Rather than choosing between complete centralization and full decentralization, organizations can adopt a hybrid marketing model.

Under this approach, shared data, technology, governance and specialist expertise can remain centrally managed, while regional and business teams retain greater control over campaign execution and customer engagement.

The right structure depends on the organization's business model, geographical presence, regulatory requirements and market differences.

Marketing leaders must also establish clear decision-making responsibilities. Without defined ownership, hybrid structures can create confusion, duplicated work and unnecessary coordination.

Marketing Structures Need Regular Reviews

AI capabilities and business requirements continue to evolve. A task that requires centralized expertise today may become easier for smaller teams to manage independently in the future. Conversely, wider AI adoption may expose gaps in governance, data quality or technology that require stronger central oversight.

Gartner recommends reviewing the balance between centralized and local capabilities at least twice a year, as well as when significant changes occur in business strategy, technology, regulation or market conditions.

Performance, operating costs, responsiveness and risk should all be considered during these reviews.

The Future of AI-Driven Marketing Operations

AI is not making centralization obsolete. Instead, it is changing which marketing activities benefit from shared resources and which require local flexibility.

Organizations that establish the right balance can improve efficiency without slowing down campaign execution or losing touch with customer needs.

For marketing leaders, the priority is to place each capability where it delivers the greatest value, while ensuring that teams have the technology, expertise and decision-making authority needed to perform effectively.