47% of FP&A teams now use AI in at least one workflow, up from just 6% in 2024 (EY / FP&A Trends Research Paper, Jun 2025). But here's the problem: the prompts most people write get generic, unusable output. You ask for a variance narrative and get four paragraphs of boilerplate that reads like a textbook. You ask for scenario analysis and get definitions, not decisions. The bottleneck isn't AI capability. It's prompt quality. Only 34% of GenAI-using finance teams report high