Manual QA on every customer report.
- Every report reviewed by multiple team members
- Non-compliant language occasionally slipped through
- Descriptions didn't always match the photos
- Manual QA ate disproportionate team capacity
Automated field reports audit — checking against business rules related to factual accuracy, compliance with internal standards and grammatical quality.
:quality(75))
Checks terminology against approved language, validates findings against minimum thresholds, and flags image-text discrepancies.
:quality(75))
Every report receives a Green/Amber/Red rating so human reviewers can prioritise their attention on the reports that need it most.
:quality(75))
Common errors are corrected automatically. Business rules can be updated by the team without developer involvement.