Based on literature review and pilot validation studies across multiple health departments (2024-2025) [17]
Note: Detection times represent median values from pilot deployments. Actual performance varies by disease type, data infrastructure quality, and outbreak characteristics. These are projected outcomes based on early pilot data and will be updated as more validated results become available.