Here's something playing out everywhere right now: executives are excited about AI. Frontline teams are skeptical, confused, or quietly already using it in ways nobody sanctioned. And almost nobody in between is connecting those two realities.
Leadership reads the headlines and sets a mandate, "We need an AI strategy." But from the ground floor, it lands as vague or threatening. The people closest to the work have real questions. Will this replace my job? Which tools are approved? Can I paste client data into ChatGPT? Nobody's told them.
Meanwhile, that same frontline has figured out AI can draft a solid proposal in ten minutes. They're using it daily, just not telling anyone because official policy is nonexistent.
This is the AI knowledge gap, and it runs both directions. Leadership overestimates readiness. Teams underestimate how serious leadership is. Middle management is stuck translating without enough context from either side.
How do you close it?
Start by listening before you mandate. Find out what people are already doing with AI. Your best use cases might already be live, just unofficial.
Invest in education that meets people where they are. Not a generic webinar, but practical, role-specific guidance. Show your finance team how AI handles reconciliation. Make it tangible, not theoretical.
Finally, create space for honest conversation. People need to voice real fears and ask questions without being labeled resistant. Adoption happens through trust, not mandates.
The companies winning at AI aren't the ones with the flashiest tools. They're the ones where leadership and the front lines are actually talking to each other and AI drive better business outcomes.