Banking tasks showed varying levels of generative AI implementation complexity across functions in 2025. High complexity tasks dominated (54 to 70 percent) across all departments, requiring sophisticated integrated solutions and change management to enable AI adoption. Marketing, HR, and sales had the highest proportions of complex tasks. Low complexity tasks (4 to 14 percent) represented the smallest segment, with the risk segment having the highest share
Complexity of generative artificial intelligence (AI) tasks in the banking sector worldwide in 2025, by business segment
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Complexity of generative artificial intelligence (AI) tasks in the banking sector worldwide in 2025, by business segment
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The source adds the following information: The research assessed over 17 million companies globally, with detailed analysis of 7,000 companies employing 72 million people to evaluate the realistic value at stake from fully deploying and adopting generative AI. The precise survey period is not identified.
The source defined the complexity levels as follows:
Low complexity: Simple tasks that can be easily enhanced using standard, publicly available generative AI tools like Copilot or ChatGPT without requiring customization.
Medium complexity: Tasks where generative AI could improve performance, but would require tailored solutions beyond basic off-the-shelf AI applications.
High complexity: Tasks that could benefit from generative AI but demand sophisticated, integrated systems coupled with robust governance frameworks and organizational change strategies to ensure successful implementation.
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KPMG. (February 17, 2025). Complexity of generative artificial intelligence (AI) tasks in the banking sector worldwide in 2025, by business segment [Graph]. In Statista. Retrieved April 16, 2025, from https://www.statista.com/statistics/1559701/gen-ai-banking-task-complexity-by-segment-us/
KPMG. "Complexity of generative artificial intelligence (AI) tasks in the banking sector worldwide in 2025, by business segment." Chart. February 17, 2025. Statista. Accessed April 16, 2025. https://www.statista.com/statistics/1559701/gen-ai-banking-task-complexity-by-segment-us/
KPMG. (2025). Complexity of generative artificial intelligence (AI) tasks in the banking sector worldwide in 2025, by business segment. Statista. Statista Inc.. Accessed: April 16, 2025. https://www.statista.com/statistics/1559701/gen-ai-banking-task-complexity-by-segment-us/
KPMG. "Complexity of Generative Artificial Intelligence (Ai) Tasks in The Banking Sector Worldwide in 2025, by Business Segment." Statista, Statista Inc., 17 Feb 2025, https://www.statista.com/statistics/1559701/gen-ai-banking-task-complexity-by-segment-us/
KPMG, Complexity of generative artificial intelligence (AI) tasks in the banking sector worldwide in 2025, by business segment Statista, https://www.statista.com/statistics/1559701/gen-ai-banking-task-complexity-by-segment-us/ (last visited April 16, 2025)
Complexity of generative artificial intelligence (AI) tasks in the banking sector worldwide in 2025, by business segment [Graph], KPMG, February 17, 2025. [Online]. Available: https://www.statista.com/statistics/1559701/gen-ai-banking-task-complexity-by-segment-us/
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