Agentforce for Automotive: where autonomy helps today

    • Lead Qualifier Agent: scores inquiries, books test drives, composes confirmations.
    • Trade-In Appraisal Agent: assembles build/specs, pulls market data, drafts appraisal for manager sign-off.
    • F&I Prep Agent: pre-checks finance/eligibility and assembles compliant doc packs.
    • Recall Outreach Agent: segments impacted VINs, schedules visits/messages across channels, and tracks acknowledgments.
    • Service Lane Co-Pilot: ingests telematics & DTCs, proposes RO lines/parts, and drafts customer estimates.
    • Warranty Adjudicator: validates entitlements, flags goodwill paths, and drafts approvals for service managers.
    • Order Assurance Agent (Parts): listens for backorders/delays, updates SOM/ERP, and proposes make-good within policy.
    • Dealer Performance Agent: scans pipeline/RO throughput vs. targets, recommends actions, and triggers enablement.
    • Parts Replenishment Agent: predicts SKU stock-outs by dealer and drafts transfer/P.O. suggestions.

What to measure

Retail: lead response, test-drive conversion, deal velocity, discount discipline

Service RO cycle time, first-time-fix, recall compliance, CSI

Parts: fill rate, backorder exposure, turns, return rate

Dealer network:follow-up compliance, program adoption, throughput by rooftop

Finance:approval cycle time, renewal/upgrade rate

Agentforce:% actions proposed/executed with approval, rework rate, time saved (tracked in Command Center).

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We’ll light up one region: showroom flows, service lane, dealer portal slice, and two Agentforce skills—with KPIs you can defend.

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