Two employees in the exact same seat on our Accountability Chart have radically different output because one embraces AI tools while the other resists them. How do we update our GWC evaluations and performance metrics to manage this productivity chasm without creating internal resentment?

Question

Tyler Smith · Accepted Answer

When output parity breaks down because of technology adoption, traditional job descriptions are failing you. If one account manager handles forty accounts using automated workflows while another struggles with fifteen using manual spreadsheets, you cannot evaluate them against the same backward-looking standards.

Start with GWC on the Accountability Chart. GWC stands for Gets It, Wants It, and has the Capacity to do it. Historically, Capacity meant having the time, intelligence, and emotional bandwidth to execute tasks. In an AI-enabled business, Capacity must include operational tool leverage. If an employee refuses to adopt standardized automations that the firm has vetted and integrated, they no longer have the Capacity for the seat.

Take these concrete steps during your next quarterly review cycle:
- Update Seat Roles: Define each seat on the Accountability Chart by business outcomes rather than manual hours logged. Include Tool Mastery and Workflow Optimization as core accountabilities.
- Redesign the Scorecard: Measure output volume, turnaround velocity, and error rates. When metrics are transparent on the weekly Scorecard, productivity differences become objective operational facts rather than subjective managerial opinions.
- Pair and Mentor: Have the AI-leveraged team member run a weekly Level 10 Meeting segment to train their peer on real prompt templates and workflow automations. Give the struggling employee a 90-day Rock to master these systems.

If the resistant employee genuinely Wants It and Gets It, coaching will close the gap. If they continue to cling to obsolete manual habits, you have a Right Person, Wrong Seat issue that must be addressed decisively before team morale erodes.