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Maptainer Blog

News, updates and best practices in maintenance and urban asset management — for those who design, operate and audit critical infrastructure.

82 articles · page 1 of 14
GIS & Geolocation From drone to asset register: what gets lost between the phases

From drone to asset register: what gets lost between the phases

A drone survey delivers geometric truth. An operational asset register needs semantic truth. Between the two lie three concrete losses that the engineering firm can anticipate at flight-planning time, not after handing over the delivery file.

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Preventive Maintenance Replacement CAPEX: when maintenance data defends the proposal

Replacement CAPEX: when maintenance data defends the proposal

Replacement CAPEX is one of the most-questioned lines in an operations budget and one of the least well-defended by data. The difference between a proposal that gets approved and one that gets deferred is not in the amount but in the granularity of the maintenance history.

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Inventory Management Offline-first as an exit clause: the client's own local data

Offline-first as an exit clause: the client's own local data

The traditional exit clause protects the data after the rupture with the vendor. An offline-first architecture protects the operation while the rupture unfolds. When the client's field team keeps working without any connection to the vendor's server, the negotiating position shifts entirely.

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Industry 4.0 Logistics platform network: the efficiency lost between nodes

Logistics platform network: the efficiency lost between nodes

A network of twelve logistics platforms is not twelve independent operations. Managing it as if it were produces the unexplained growth in central structure. The georeferenced common base and the data contract between platforms correct it without merging local operations.

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General The learning curve: the cost engineering firms do not invoice

The learning curve: the cost engineering firms do not invoice

The client's learning curve does not disappear because contracted training has been delivered. It shifts to the post-delivery period and lands as unbilled hours on the engineering firm's side. Measuring that invisible line changes the selection criteria of the next project.

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Preventive Maintenance Spatial analysis of failure: what the aggregate metric hides

Spatial analysis of failure: what the aggregate metric hides

The aggregate metric of MTBF and MTTR is arithmetically correct and spatially blind. An elementary spatial analysis over the corrective history returns the signal the average collapses: clusters, linear patterns and contractual boundaries the formula cannot see.

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