Financial servicesFirst-hand

Agent-assist for 900 servicing reps

Handle-time scorecards quietly punish the reps who use it.

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Adoption & Change Readiness

Context

A card-servicing operation rolls agent-assist to 900 reps. Sponsorship is strong and the tool fits the desktop, but the incentive scorecard still rewards raw handle time — so the best reps who slow down to use the assist look worse.

The decision

Conditional go: scale in parallel with fixing the scorecard. The incentive misalignment, not the tech, is the factor holding the composite under Scale.

What most miss

Adoption is a comp-plan problem in disguise. If the scorecard punishes the behavior you want, no amount of training moves the needle.

Stakes

Reps optimize to the metric they're paid on; a misaligned scorecard silently kills usage while every dashboard looks green.

Takeaway · Fix the scorecard before the training deck — reps adopt what they're paid to adopt.

First-hand · Engagement Leadership · verified 2026-07-03

Sources: Contact-center agent-assist rollout — first-hand (card servicing, American Express); Incentive-alignment change-management practice

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