Map-based point-of-interest collection, validation, and survey operations.
A launched GIS-enabled field survey and census data collection platform for POI mapping, questionnaire workflows, field verification, geospatial review, data-quality controls, and centralized survey operations across mobile and web tools.

Point of Interest census and survey platform
Mobile field collection, GIS survey tools, POI management, questionnaire workflows, location verification, geospatial visualization, field-team management, dashboards, data quality, administration, roles, and monitoring
How the product is organized for the people using it.
Questionnaire designer
The platform supports robust survey controls including branching, skipping, looping, validation, calculation questions, multiple data types, and multiple question formats.
Mobile field collection
Field users can collect structured survey data with GPS, signatures, QR codes, barcodes, photos, videos, audio, and offline or online storage support.
Web GIS operations console
Operations users can review geospatial survey context, thematic layers, dashboards, tables, monitoring views, and map-based workflows with sensitive map data redacted in public evidence.
Auditor and quality review
Survey and auditor console capabilities support cross-checking, validation, invalidation, and data-quality review workflows for field-collected information.
Public-safe GIS posture
The public case study avoids census accuracy, government endorsement, data completeness, geographic coverage, survey accuracy guarantees, market-share, intelligence, performance-percentage, and comparative superiority claims.
Sanitized visuals from the Point of Interest Census Survey Platform materials.


Centralized field survey operations
The platform centralized mobile field data collection, POI mapping, questionnaire workflows, GIS review, auditor validation, dashboards, and monitoring capabilities in a unified survey operations environment.
- Approved Point of Interest Census Survey Platform project brief
- Sanitized GIS screenshots and approved questionnaire designer screenshot used for public evidence
- Qualitative outcomes only
- No POI counts, outlet counts, survey totals, enumeration figures, geographic coverage statistics, category totals, census accuracy, data completeness, survey accuracy, government endorsement, market intelligence, performance-percentage, or comparative superiority claims published
- Client datasets, survey responses, POI databases, coordinates, GIS layers, data-quality algorithms, validation methods, census methods, user information, infrastructure, databases, authentication, analytics, reporting methods, operations procedures, and government or client-specific datasets omitted
- Public claims limited to approved project scope and supplied materials


