Prioritize
Rank findings by workflow impact.
Missing vehicle links, uncertain contact points, duplicate candidates, and stale source evidence have different consequences for daily work.
Data Quality
Find the record problems that change downstream decisions.
VehicleDesk surfaces import confidence, provenance, duplicate candidates, contact quality, malformed fields, and linkage gaps so staff can review possible corrections before relying on a queue, relationship, or report.
Explore a demo Available / review first
Import confidence and source provenance
Duplicate, contact-quality, and linkage findings
Preview-oriented correction and merge review
How it works
Prioritize, prepare, and track the next staff action.
The feature stays connected to source context and makes each staff-controlled transition visible.
Trace
Keep the source and related records visible.
Import run, mapping, timestamp, provenance, and downstream relationships explain where a finding came from and what it affects.
Review
Preview the correction before any action.
Possible duplicate or merge outcomes remain inspectable and do not become destructive automatic cleanup.
Connected workflow
Data quality governs every downstream workflow.
Findings connect the import boundary to customer and vehicle records, staff queues, controlled communications, and reporting interpretation.
Shopmonkey and sync health
Inspect import runs, mappings, quota, errors, freshness, and source authority.
Explore the connectionCustomer and vehicle records
Review how duplicates, contact points, ownership, and linkage affect the relationship view.
Explore the connectionCommunication compliance
Keep uncertain or suppressed contact points from becoming eligible merely because a message was drafted.
Explore the connectionLimits and trust
Important boundaries stay beside the feature claim.
No destructive automatic merge
The current workflow identifies and previews findings; it does not advertise irreversible autonomous cleanup.
Confidence is evidence, not certainty
A score or healthy connection cannot replace source coverage review for the specific business decision being made.
Practical workflow review
Review the data-quality evidence your workflows need.
Preview the workflow-review agenda, current product scope, safety boundaries, and implementation questions before public requests open.