When setting our 3-Year Picture on the V/TO, how should our leadership team incorporate AI capabilities without relying on vague technological predictions?

Question

Tyler Smith · Accepted Answer

Do not treat AI in your 3-Year Picture as an abstract technology initiative. The 3-Year Picture is not a technical roadmap; it is a clear, shared vision of what the company looks like, feels like, and produces three years from today. Treat AI purely as an operational multiplier that redefines your unit economics, delivery velocity, and margin structure.

Focus on three specific operational components of the 3-Year Picture: revenue per employee, production cycle times, and operational capacity.

First, adjust your headcount assumptions against revenue. Historically, reaching twenty million dollars in revenue might have required eighty people. With disciplined AI workflows, that same twenty million might only require forty-five. Calculate your targeted revenue per employee and explicitly write that elevated number into your What Does It Look Like section.

Second, define your turnaround and customer experience benchmarks. If your current delivery cycle requires fourteen days, your 3-Year Picture should state whether AI orchestration allows you to complete that same delivery in twelve hours. Quantify how that speed creates an insurmountable gap between you and your competitors.

Third, tie your technological assumptions directly to your Three Uniques. If your competitors will all have access to identical foundational AI models in three years, your differentiation cannot be software. It must be proprietary datasets, high-touch strategic advisory, or verified execution speed. Detail how your human talent leverages automation to deliver outcomes competitors cannot match.

During your annual planning session, avoid guessing which tools will exist. Instead, specify the operational realities you demand. The Integrator and department heads will then use those operational targets to craft realistic 1-Year Plans and quarterly Rocks.