How should our leadership team paint the operational bullet points of our 3-Year Picture on the V/TO when rapid AI model evolution makes technology forecasting beyond twelve months nearly impossible?

Question

Tyler Smith · Accepted Answer

Do not attempt to predict software vendors or model capabilities three years out. Technology vendors change monthly, but your operational objectives, human leverage requirements, and margin thresholds must remain anchored to reality. When drafting the 3-Year Picture on your V/TO, describe what your business will look like, feel like, and measure, rather than specifying which artificial intelligence tools you will license.

Frame your operational bullet points around four foundational business dimensions:
- Revenue per employee targets that reflect deep human leverage, such as scaling revenue fifty percent while maintaining your current headcount.
- Operational throughput and turnaround times, defining what your client experience looks like when non-value-added administrative processing drops to zero.
- Structural margin expansion, quantifying how automated Core Processes will lower delivery cost and drive bottom-line EBITDA.
- The composition of your Accountability Chart, identifying how roles evolve so that team members spend their hours on strategic, uniquely human work like relationship management, high-stakes negotiation, and creative problem solving.

Economists Erik Brynjolfsson and Andrew McAfee emphasize that technology creates value only when organizations redesign business processes around it. Your 3-Year Picture must define that redesigned future state. Focus on outcomes: What is your client retention rate? What is your delivery velocity? How much time does your leadership team spend working on the business instead of in it?

Keep software names out of your V/TO. By standardizing your targets around workflow capability and workforce productivity, your Integrator and leadership team can adapt tool selections quarter by quarter using Rocks without constantly rewriting your long-term vision.