Build AI enablement from an ADKAR gap

Usage logs show 73 percent of managers opened the AI dashboard explainer, but pipeline reviews still rely on old manual variance notes. ADKAR enablement: symptom -> missing outcome -> matched intervention -> reinforcement. The common trap is to add another tool training because the behavior is not showing up. That assumes knowledge is missing when ability or reinforcement may be the real gap. Read the symptom Managers open the tool but do not use its explanations in pipeline review. Opening the tool proves access, not adoption. Find the ADKAR gap Interviews show managers can generate explanations, but they do not…

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