How AI Adoption Changes Across Product, Marketing, Finance and Operations
Discover how AI adoption is transforming product, marketing, finance, and operations, and learn how business leaders can scale AI to drive measurable business value.
AI adoption is moving beyond isolated experiments and becoming part of how businesses develop products, engage customers, manage finances, and run operations. However, the way organizations use AI varies significantly by business function.
For product teams, AI can accelerate research and product development. Marketing teams use it for personalization and campaign optimization, while finance teams apply it to forecasting and analysis. Operations teams are increasingly focused on automation and workflow optimization.
McKinsey's November 2025 State of AI report found that more than two-thirds of organizations now use AI in more than one business function, and half report using it in three or more, with generative AI use particularly common in areas such as marketing and sales, product and service development, service operations, and software engineering.
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