Data entry
Redacted first. Read-only if connected.
Initial reviews use redacted historical material. Any later DMS connection is intended to begin read-only.
Claims controls
Every recommendation is intended to show its source, policy version, uncertainty, and required human decision before anything leaves the dealer’s control.
Illustrative control model. Vantoryn does not claim OEM authorization, autonomous adjudication, or production integrations.
Traceability map
Connect an observation to the exact repair-order element.
Identify which approved policy or bulletin was consulted.
Use potential, missing evidence, conflict, or human decision.
Prepare a packet and retain rejection or resubmission events.
What failed and why.
Whether the facts and contract support a claim.
What to request and how the case should be represented.
The final action remains with an authorized professional.
Uncertainty is a state, not a failure
Color is never the only signal. Each state is named and paired with a border or label treatment.
Data entry
Initial reviews use redacted historical material. Any later DMS connection is intended to begin read-only.
Public website
The form prohibits repair orders, customer data, serial numbers, evidence, credentials, policy documents, photos, and financial records.
Controls are part of qualification