ROW Asset Attribute QA
Attribute QA
Reviewers verify required attributes, correct condition calls, and keep coded fields clean before delivery.
Condition: Good/Fair/PoorMandatory fieldsNo extra words in coded fields
ROW asset QA / utility inventory
QA/QC for right-of-way asset inventories before they become bad GIS layers.
Mobile-mapping vendors, public works teams, utility contractors, and asset inventory teams use this kind of review to catch wrong classes, missed assets, duplicate labels, loose centroids, and schema gaps before delivery.
01
Ingest mobile-mapping output
02
Run class-specific QA
03
Correct imagery labels
04
Clean GIS positions
05
Export client schema
8
QA records in queue
61%
export readiness
1
ready to ship
Manhole coverROW-MH-0241
Manhole cover
centroid
Source evidence
Row Asset Manhole Cover.mp4
Confirm class as manhole cover, populate utility subtype, and keep the point at the visible cover center.
Confidence
89%
Geometry
centroid
Readiness
72%
GIS QA map
AcceptedMoved pointAttribute holdRejected
Active QA decision
Manhole cover
Status
Attribute hold
Category
Utility inventory
Export blocker
Missing required subtype field
Buyer risk
Wrong utility class or loose center point creates a bad buried-asset layer.
Reviewer note
Source video shows the object clearly enough for a centroid, but the export cannot move until the utility subtype is populated.
Required action
Confirm class as manhole cover, populate utility subtype, and keep the point at the visible cover center.
Review queue
Every row represents a GIS record that either ships, moves, gets fixed, or gets deleted.
Click a record to sync the table, source evidence, QA decision, and map marker.
| Asset | Decision | Status | Readiness | Blocker |
|---|---|---|---|---|
| ROW-MH-0241 | Fix attribute | Attribute hold | 72% | Missing required subtype field |
| ROW-HY-0188 | Accept | Export ready | 98% | None |
| ROW-CB-0417 | False negative | Add missed asset | 41% | Missing asset must be added |
| ROW-GR-0094 | Move centroid | Needs geolocation | 66% | Point is still on vehicle marker |
| ROW-UP-0122 | False positive | Delete from layer | 18% | Wrong object for ROW inventory |
| ROW-CAB-0063 | Fix attribute | Attribute hold | 69% | Mandatory attributes incomplete |
| ROW-BS-0208 | Mark duplicate | Duplicate hold | 52% | Duplicate candidate not resolved |
| ROW-CR-0275 | Fix attribute | Attribute hold | 74% | ADA fields incomplete |
QA rules from the Drive evidence
The demo follows the same four review lanes documented in the ROW folder.
ROW Asset False Negative QA
False negative QA
Reviewers scan the best image in a sequence, add missed assets, resize boxes, and split multiple objects.
Add missing objectFix box sizeOne correct record in best image
ROW Asset False Positive QA
False positive QA
Wrong-class, duplicate, non-ROW, low-visibility, and private-area detections are deleted before the GIS layer is trusted.
Delete wrong classRemove duplicatesApply customer correctness rules
ROW Asset Geolocation QA
Geolocation QA
Asset points are moved from the vehicle marker to the real-world location using source imagery and map context.
Vehicle image is ground truthDrag point to assetUse curb and road context
Export readiness
The handoff is not complete until the layer can survive GIS review.
The output is a cleaned asset inventory with review status, deleted records, missed additions, corrected coordinates, and notes your GIS manager can trace.
Average readiness
61%
QA lanes
4
Asset classes
8
QA-cleared GeoJSON
FileGDB or Shapefile
CSV asset register
Deleted false-positive log
False-negative additions
Reviewer QA notes
Client schema mapping
Training-data corrections
Send a sample inventory
We can review a small corridor and show exactly where the QA layer saves the dataset.
Mobile-mapping vendor
Clear backlog without letting inconsistent output reach customers.
Public works or utility team
Clean asset records before they drive maintenance and capital decisions.
GIS manager
Receive a schema-ready layer instead of a cleanup project.
Send ROW asset sample data
Share a small image sequence, extracted asset table, or GIS layer. We will respond with a pilot QA scope and delivery estimate.