Data Info
Understand the data behind 4M. Explore key definitions, data types, and how our detection and validation processes work.
4M Data Tiers ComparisonCompare 4M’s FD and VD to understand their differences in data confidence, coverage, and use cases for project planning.
Validated Data FAQAnswers to common questions about 4M's Validated Data, including data confidence level, sources, and availability
How Object Detection WorksLearn how to detect, inspect, and validate utility objects and lines using 4M’s Object Detection feature.
Foundation Data FAQGet answers to key questions about 4M’s Foundation Data, including its coverage, data sources, available attributes, and how it supports smarter infrastructure planning.