Our managers keep pitching shiny AI software initiatives to the leadership team, but it creates hype and confusion on the floor. How should our leadership team frame and communicate technology updates so they stay focused strictly on operational improvements?

Question

Tyler Smith · Accepted Answer

Stop talking about artificial intelligence inside your business. Never pitch AI as a standalone initiative, and do not establish an internal AI committee. Corporate theater around buzzwords creates employee anxiety, invites vendor snake oil, and distracts leadership from core execution.

Refrain from calling projects machine learning projects. Instead, frame them strictly as operations-improvement projects that happen to use automation or modern software as a footnote.

When a manager approaches the leadership team requesting budget for an AI tool, enforce an operational filter through your Level 10 Meeting. Ban vendor marketing slides. Require the manager to answer three basic operational questions using EOS framework principles:

- Which specific Core Process on our process list does this improve?

- Which measurable on our weekly Scorecard will this move within ninety days?

- What cumbersome, low-value task will this eliminate to free up human capacity for higher-value customer delivery?

If the manager cannot answer those questions without using words like generative, revolutionary, or cognitive, drop the issue. The proposal is tech theater.

Communicate technology changes to frontline staff through the lens of workflow simplicity. Announce that you are streamlining the order entry process to eliminate three hours of manual data entry, not that you are implementing an AI copilot. Focus entirely on the operational outcome, the removal of drudgery, and the clarity of their seat expectations. Let the underlying algorithms remain an invisible utility.