Field survey & market intelligence
KLWT Surveyor
A field-survey operations platform with assignments, GPS and photo evidence, layered verification, and duplicate detection.
- Year
- 2026
- Role
- Field-workflow research, product direction, validation design, and AI-assisted solution delivery
- Key proof
- 5 operational roles connected
Challenge
The problem to solve
Automotive-parts market research requires field assignments, visit evidence, address quality, verification, and consolidated insight. Separate spreadsheets made duplicates and follow-up hard to control.
Approach
From process to system
I designed a five-role workflow for Head, Manager, Surveyor, Verificator, and Admin. It covers assignments, GPS and photo evidence, contact validation, duplicate scoring, revisions, market intelligence, and PWA notifications.
Outcome
What changed
The survey process now follows one traceable data chain from assignment to verified lead and market analysis, giving management a clear view of progress and data quality.
Solution scope
What I built
Privacy note: Numbers shown in screenshots come from a demo environment and do not represent published business results.
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