Generative AI for Knowledge Work: A Realistic Assessment for Mid-Market Operations Leaders
Generative AI delivers measurable productivity gains in drafting, synthesis, and first-pass analysis — but creates significant risk when deployed for autonomous decision-making, compliance interpretation, or novel strategic analysis. This post provides a realistic assessment and a role-based adoption sequencing framework for mid-market operations leaders navigating GenAI deployment in 2025 and beyond.