Darbury has extensive experience in both information management and operations, providing a unique perspective on data creation and utilization. This background fosters a deep understanding of asset information management, the foundation for digital twin development.

On active facilities, proactive maintenance is critical for equipment requiring specialized care, as specified by manufacturers. Maintenance categories include:

• Scheduled maintenance - Required by manufacturers to maintain warranties and efficiency. Performed at set intervals.
• Planned maintenance - Upgrades and improvements scheduled in advance. Often coincides with new installations.
• Unplanned maintenance - Unforeseen repairs needed for emergency failures. Costly but sometimes unavoidable.

Comprehensive asset records draw from many sources to form a complete picture. The Building Safety Act mandates certain assets have a Golden Thread - a full history covering design decisions, modifications, and eventual decommissioning. Thorough, authenticated information is vital for accuracy throughout an asset's lifecycle.

To understand how assets are managed in a live facility, the following data source inputs are essential: