Data Quality

Confidential

Reconciliation, coverage gaps and source-of-truth controls for the executive report.

Current campaign snapshot
V1 data snapshot
DATA GOVERNANCE

Make uncertainty visible before it becomes a credibility problem.

Track reconciliation issues, missing corpora, naming inconsistencies and media-rights dependencies in one place.

Open issuesattention
6
Current QA queue
Dealer coveragepartial
38.7%
29 / 75 with aggregate rating
Comments corpusblocked
0
Raw creator comments connected
Playback rightspending
TBD
Direct hosted playback disabled
A

QA / reconciliation backlog

!
Reported campaign totals vs detailed-row sums do not reconcileReconcile source summary against detailed content rows.
Openhigh
!
Creator comment corpus used for sentiment is not connectedRequest row-level comment export from DoReMi.
Blockedhigh
!
Row-level Google Reviews corpus is not connectedComplete Google Reviews extraction for all mapped dealers.
Blockedhigh
!
Several creator rows have missing / future metricsRefresh after all scheduled posts are published.
Openmedium
!
Some creator names and identities require source confirmationValidate naming against creator contracts or source roster.
Openmedium
i
Creator media rights remain unverified for direct playbackConfirm usage rights before enabling hosted playback.
Pendinginfo
B

Source-of-truth rule

Detailed content rows drive analytical drilldowns.

Source-reported campaign totals remain visible separately whenever they do not reconcile. No missing metric, sentiment value or review text is imputed.

C

Next data unlocks

01Creator comments

Required to reproduce sentiment, objections and purchase-intent signals.

02Dealer reviews

Required to diagnose experience drivers behind aggregate ratings.

03Media URLs + rights

Required to enable direct video playback inside Content Library.

Source-reported campaign totals are shown separately from detailed tracked rows.Last updated 2026-08-28