10 June 2025
Up to 80% of data created in companies is in unstructured or semi-structured formats (“Structured and unstructured data: What’s the Difference?,” 2024) – text, documents, letters, […]
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10 June 2025
Before starting validation, it is important to make sure that the data are available in a form suitable for the validation process. This means not just […]
10 June 2025
All new data entering the system – be it documents, tables or database entries from the client, architect, engineer, foreman, logistician or property manager – must […]
10 June 2025
Visualization is an essential tool for interpreting inspection results. In addition to the usual summary tables, it can include dashboards, diagrams, and automatically generated PDF documents […]
10 June 2025
Despite the constant development of data quality control methods and tools, the fundamental principle of information compliance remains unchanged. This principle is built into the foundation […]
10 June 2025
In this part we looked at how to convert unstructured data into a structured format, develop data models and organize processes for checking the quality of […]
10 June 2025
A variety of estimating methods are used by costing professionals, each focusing on a specific type of data, availability of information, and level of project detail. […]
10 June 2025
Resource-based costing is a method of management accounting, in which the cost of a project is formed on the basis of direct accounting of all resources […]
10 June 2025
A database or table of construction resources and materials – includes detailed information about each element that can be used in a construction project – a […]
10 June 2025
Having filled the “Construction Resource Database” (Fig. 5.1-3) with entities-minimum units, you can start creating calculations, which are calculated for each process or work on the […]
10 June 2025
State and industry-specific estimating standards play different roles in construction practice in different countries. While some countries require strict adherence to a single standard, most developed […]
10 June 2025
With the costing tables with the described processes through the resources (Fig. 5.1-8) in hand, the next step is to automatically obtain the volume or quantity […]
10 June 2025
QTO (Quantity Take-Off) in construction is the process of extracting the quantitative characteristics of the elements required to realize a project. In practice, QTO is often […]
10 June 2025
Translating unstructured data into a structured form significantly improves the efficiency of various processes: it simplifies data processing (Fig. 4.1-1, Fig. 4.1-2) and speeds up the […]
10 June 2025
6D, 7D and 8D are extended levels of information modeling, each of which contributes additional layers of attributes to the comprehensive project information model, the basis […]
10 June 2025
In addition to the topic of sustainability of construction projects at stage 6D (Fig. 5.3-5), modern construction focuses on the environmental sustainability of projects, where one […]
10 June 2025
Modular ERP systems integrate various attribute (information) layers and data flows into a single comprehensive system, allowing project managers to manage resources, finances, logistics and other […]
10 June 2025
Unlike ERP, which covers the entire chain of a company’s business processes, PMIS focuses on managing a specific project, monitoring timelines, budgets, resources and documentation. PMIS […]
10 June 2025
The use of bulky modular ERP/PMIS -systems consisting of tens of millions of lines of code makes any changes in them extremely difficult. At the same […]
10 June 2025
In this part, we have shown how structured data becomes the basis for accurate cost and schedule calculations for construction projects. Automating the QTO, scheduling and […]
