Basic implementation: 2-4 hours for single-page ATP compliance. Comprehensive knowledge graph: 1-3 days for cross-domain entity validation and @id integrity. Enterprise-scale: 1-2 weeks including duplicate detection, inverse edge closure, and AI discoverability testing.
