Our Visionary wants us to commit to a massive, multi-year AI transformation roadmap, but our Integrator is worried this long-term investment will fail because underlying models change every six months. How do we structure our 3-Year Picture and 1-Year Plan on the V/TO to remain agile while still making meaningful strategic bets?

Question

Tyler Smith · Accepted Answer

Commitment to a rigid, multi-year software roadmap is dangerous when technology is evolving this fast. To resolve this friction between your Visionary and Integrator, you must separate your strategic goals from your technological tools.

When writing your 3-Year Picture on the V/TO, focus on the operational capabilities you want to achieve, not the specific systems you will use. For example, set a goal to automate eighty percent of client onboarding or to reduce delivery time by half. This defines the strategic destination without locking you into a specific software provider or model that might be obsolete in twelve months.

Next, use your 1-Year Plan and quarterly Rocks to handle the tactical implementation. Your 1-Year Plan should focus on building flexible data pipelines and APIs that can easily switch from one AI engine to another as the market evolves. This keeps your infrastructure modular.

Your quarterly Rocks should be used to test, pilot, and deploy specific tools. If a new model comes out that is cheaper and faster, your team can pivot their focus for the upcoming quarter without disrupting the 3-Year Picture. This approach satisfies the Visionary's desire for rapid innovation while protecting the Integrator's need for operational stability and predictable execution.