As a non-technical owner, how do I structure quarterly Rocks around AI implementation so my department leaders deliver working operational improvements rather than research projects and tool demos?

Question

Tyler Smith · Accepted Answer

Treat AI Rocks exactly like any other operational priority in EOS. A good Rock is specific, measurable, and focused on an operational result, not the underlying technology. Department leaders love setting research Rocks such as evaluate AI tools for customer support. That produces slide decks and vendor demonstrations, not enterprise value.

When writing an AI Rock for your quarterly planning session, outlaw the phrase AI project. Frame the Rock entirely around the cumbersome process you want to fix:
- Bad Rock: Test generative AI platforms in operations.
- Good Rock: Cut new client onboarding setup time from four hours to forty-five minutes using automated document parsing.
- Bad Rock: Implement an AI agent for project tracking.
- Good Rock: Eliminate manual weekly status updates across thirty active jobs by automating system data extraction.

As the owner, focus strictly on the operational outcome and the milestones. Require your Integrator and department heads to show the completed, documented Standard Operating Procedure and verified user adoption before marking the Rock complete. You do not need to understand APIs, code, or model architectures. You only need to verify that the friction is gone, the time savings are real, and the Core Process is documented and followed by all.