We are hiring an Operations Manager to oversee our new AI workflows. How do we use conative screening and Kolbe scores to make sure we put the right person in this seat?

Question

Tyler Smith · Accepted Answer

To successfully hire someone who can manage AI-driven operations, you must look beyond their technical resume and evaluate their natural conative instincts. Running AI workflows requires a unique combination of process discipline and rapid experimentation. Use the Kolbe Index to screen your candidates. You are looking for a specific conative profile. A high Follow Thru score is essential because this person must build, document, and maintain the systems that keep your AI tools running predictably. They need to ensure that data flows smoothly between your different platforms without breaking. However, they also need a moderate to high Quick Start score. AI technology changes weekly, and a rigid manager who resists change will quickly fall behind. The ideal candidate has enough Quick Start to experiment with new prompting techniques and tool updates, combined with enough Follow Thru to lock those experiments down into repeatable core processes. Avoid candidates with a low Fact Finder score for this specific seat. They will lack the patience to dig into the details when an AI workflow fails or produces corrupted data. By matching the conative demands of the seat to the candidate's natural conative strengths, you ensure they will GWC the role and build a scalable operational foundation.