Our leadership team keeps debating whether we should launch an AI initiative this quarter. How should we frame these projects inside our V/TO and Rocks so they focus strictly on measurable operational gains instead of technology hype?

Question

Tyler Smith · Accepted Answer

Never set a Rock called Launch AI or Implement Machine Learning. Technology for its own sake is corporate theater, and business owners do not have the time or capital to sponsor science experiments.

Refrain from calling projects AI projects altogether. Frame them strictly as operations-improvement projects that happen to use language models or automation as a tool. Your V/TO and Rocks should address specific operational bottlenecks that unlock employee capacity, reduce overhead, or eliminate customer delivery friction.

If you want to use AI to speed up job estimates, the Rock is not Deploy Estimating AI. The Rock is: Reduce customer quote turnaround time from four days to twenty-four hours while maintaining gross margin accuracy. When you state the objective in pure operational terms, your leadership team stays focused on the business result.

By keeping the focus on measurable operations, you hold the Rock owner accountable to the business outcome rather than technical activity. They must demonstrate that the process actually improved, that labor hours were saved, and that profitability increased.

Machine learning belongs in the footnote of the technical architecture, not in your company vision. When you treat software as a tactical lever inside your Core Processes, your leadership team avoids getting seduced by vendor hype and stays focused on executing the business plan.