Separate skill, opportunity mix, process conditions, workload, coaching, customer context, and measurement before treating the spread as a simple talent problem.
See the implementation file →Examine queue time, first-pass readiness, interruptions, rework, staffing coverage, and the tradeoffs created when one person carries too many deliveries.
See the evidence standard →Look upstream at expectations, waiting, handoff quality, trust, information flow, and the conditions delivered to F&I before blaming the final presentation.
Explore DPL tools →Track what managers repeat, what leaders actually inspect, which tools stay usable during peak volume, and whether claims and service feedback make it back into coaching.
Ask AMD which training behaviors are surviving →The architecture below is illustrative — dealership-specific decisions, operating tools, accountable owners, and a review cycle vary by store. F&I products or solutions may be part of it when they fit; they are never the organizing idea of the work.
Define the outcome, decision, operating conditions, and evidence required before reaching for a familiar solution.
Align workflow, roles, training, incentives, customer experience, and any relevant F&I solutions around the performance objective.
Choose the smallest defensible first move, explain why it comes first, and name what should wait.
Give the change an owner, an observation window, and a date when the reasoning will be reviewed against reality.
Illustrative AMD implementation structure. Scope, evidence, products, solutions, and deliverables vary by dealership. Dealer information obtained through a commercial engagement is not automatically used in published DPL research; research participation and publication permission remain separate.
AMD does not promise a predetermined financial outcome. The value is a clearer performance problem, a defensible operating design, accountable execution, and a way to learn whether the reasoning holds in the dealership applying it.
Bring AMD the performance question before it’s tidy →