Infrastructure
Keep the data path narrow.
MIQ minimizes unnecessary personal information, independently screens every operational intake before storage, separates each dealer's records, and keeps the final decision with the dealership.
- Authorized export
- Dealer-side privacy control
- Additional intake screening
- Tenant boundary
- Deterministic basis
- Governed model assistance
- Dealer-controlled review
- Deployment evidence
Control path
Six controls from dealership source to decision.
The value is a deliberately small intake path that protects dealership context while preserving enough operational detail to make the analysis useful.
01
Authorized source
The dealer defines the approved export, fields, purpose, and operating workflow.
02
Dealer-side cleaning
Where the dealer-side intake tool is used, it removes unnecessary personal information before the operational file is uploaded.
03
Independent screening
MIQ intake independently rejects detectable personal information before storage.
04
Tenant-isolated record
Accepted operational data stays bound to the authorized dealer context.
05
Source and rule checks first
Rule-based checks establish the reviewable basis before any governed model-assisted step.
06
Dealer review and proof
Findings route to the dealer-assigned role with source, decision, and evidence context.
What the design protects
Minimize first.
Authorized sources, personal-information minimization, tenant separation, no marketing tracking, and a dealer-controlled review path are product boundaries, not optional presentation choices.
What due diligence checks
Match each control claim to evidence.
Cloud configuration, authentication, encryption, backups, edge processing, monitoring, and model routes are described with the dated evidence appropriate to the environment in scope.
Go deeper
Follow the data from source to decision.
Each page answers one buyer question: what enters MIQ, what gets removed, how records stay separated, and how machine learning is kept accountable.
Two-layer data flow
See what the intake design removes, rejects, and retains for operational analysis.
Security posture
Separate doctrine-held boundaries from controls that require current deployment evidence.
Intelligence model
See why deterministic checks precede model-assisted review and human judgment.
Next decision
See exactly what enters the system.
Follow how dealer-side cleaning, where used, and mandatory intake screening separate unnecessary personal information from the operational fields needed for dealership analysis.