Automotive customer identity resolution

Identity resolution connects fragmented person, household, vehicle and business records under explicit match and survivorship rules.

Start with Customer data platforms (CDP), Data integration & middleware, Analytics & attribution. The exact stack depends on the dealer’s OEMs, market, rooftops, current systems and operating model.

Require the provider to demonstrate: Deterministic and probabilistic methods Household and vehicle relationships Consent and authoritative-field protection Precision, recall and false-merge review Use representative dealer records and include exceptions, not only the ideal path.

Identify every system that creates, reads or changes the same customer, vehicle, deal, repair-order, payment or marketing record. Confirm products, fields, direction, timing, fees and support on both sides.

Compare the same rooftops, users, volumes, modules and term. Include implementation, migration, hardware, usage, communications, data, integrations, annual increases and offboarding.

Document routine access, exports, identifiers, history, attachments, retention, deletion and transition assistance. Test a representative export before depending on it.

Identify scope, dependencies, service responsibilities, change rights, renewal, increases, suspension, termination and exit obligations for qualified dealer and professional review.

Choose a baseline, operational outcome, quality guardrail and adoption measure before launch. Reconcile reported results to source systems and disclose exclusions.