How much should a community bank budget for AI in 2027?

There is no universal number. Size the AI budget around one or two production use cases with measurable ROI, plus a contingency for validation, integration, and training. Start from your baseline: the hours and costs in the workflow you want to change. Use 2025 or later peer surveys from Cornerstone Advisors or Bank Director for context.