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DATADRIVENCONSTRUCTION GUIDE
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Navegar na era dos dados na indústria da construção
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Dr. Zulfikar Adamu
Associate Professor of Strategic IT in Construction | LSBU, UK
“Data is the new oil" as they say, so its prospectors or miners should have the right tools and mindset to extract value from this 21st century resource. The construction industry has for too long been on the slippery slope of "3D information" based processes, whereby project delivery is based on someone else's baked information (e.g. they already plotted the pie or bar chart) whereas the underlying "data" (e.g. the raw spreadsheet) is capable of delivering much more, especially because multi-data fusion and AI bring unlimited potentials. If you are delivering (or teaching/researching) construction, this book is your best - and so far only - resource for navigating the data-driven world we have found ourselves.
Jakob Hirn
CEO | Build Informed GmbH, and Initiator of the Innovation Forum "On Top With BIM"
Data Driven Construction vividly conveys the basics of information-based work with building data. A book that deals with information flows and fundamental economic concepts and thus sets itself apart from other BIM books, because it not only represents the perspective of a software manufacturer, but also tries to convey fundamental concepts. A book worth reading and seeing
Dr. Burkhard Talebitari
Freelance editor - including for the Journal: BIM | Ernst & Sohn since 2013
Boiko is the James Carville of IT - in the latter's much-quoted "It's the economy, stupid," only one word needs to be exchanged for this famous book. "It's the data, stupid." (And to find one's way in the data universe, a saying of the ancient Romans dating back to Greek is still valid today: "Navigare necesse est". The author navigates his readers through all the depths and shallows of the data ocean with a sure hand and an unwavering compass, not to mention a comprehensive historical approach and, last but not least, highly original graphics and a good sense of humor that is not only apparent at second glance. The international response to Boiko's book ranges from euphoric approval to rather bilious skepticism, which has done the second German edition of the book some good. Boiko is an original and undogmatic data thinker. He presents the reader with exciting insights and always courageous, even provocative theses that inspire further thought. Excellent medicine for the German disease of latent consensualism. Incidentally, the above Latin proverb has a complement: "vivere non est necesse." It does not apply to Boiko's approach to the world of data - data lives and its life is necessary, not to say crucial.
Mikhail Kosarev
TIM-ASG | Digital transformation expert
📚 I read the book in one breath, in less than 6 hours. The presentation of information is as simple as possible, but for deep perception and coverage of the materials requires an expanded horizon of knowledge from the construction and IT industries. At 270 pages, a huge number of schemes. The manufacturing quality of the book is excellent, dense glossy paper, color schemes, a pleasant font.🏗 The content of the book allows you to look at construction project management from an information management perspective. Will broaden your horizons and understanding of modern digital technologies in construction. The large number of practical examples on how to work with ChatGPT specific to the construction industry will save you months, if not years, of self-study.💻 Work examples are very diverse, ranging from simple to complex, without requiring you to purchase complex and expensive software. The main focus is on open source software. In the book and about data analysis and programming, visualization of information. You will look at Excel and your computer in a different way.👨💼 The book will be especially useful for BIM specialists, IT specialists working or going to work in the construction industry. Digital ISU to take a new look at project management, to increase their efficiency. The book will allow owners of any business in the construction industry to take a fresh look at their business strategy, digitalization and development prospects. And for smaller companies to increase efficiency with affordable and free tools.📖 The book will be my go-to book for regular use for the next year until the PDF version comes out.
Dr. Salih Ofluoğlu
Antalya Bilim University | Dean, Faculty of Architecture
I think that the book addresses a significant, contemporary topic relevant to the construction industry. As it was also emphasized in the book, information is a crucial asset for the construction sector, and having it in accessible formats greatly facilitates accurate decision-making and expedites project timelines.The book offers a neutral and efficient approach to accessing and taking advantage of this source in decision-making. The methodology presented in the book leverages a contemporary approach that combines artificial intelligence-driven programming with accessible open-source tools.By harnessing the power of AI and utilizing open-source software, the methodology aims to enhance automation, optimize processes, and promote accessibility and collaboration within the field. The language of the book is clear and easy to follow.Congratulations on the quality work! I have enjoyed reading it. Wishing you continued success as well.
Moayad Saleh
BIM Manager | TMM GROUP Gesamtplanungs GmbH
Artem's book, "DATA DRIVEN CONSTRUCTION," is a game-changer for anyone curious about where the construction industry is headed in the age of data. Whether you're deeply involved in construction or simply intrigued by its evolution, this book offers a captivating exploration of how technology is reshaping the field.Artem doesn't just scratch the surface; he delves deep into the current developments, challenges, and promising opportunities in construction. What sets this book apart is its accessibility—Artem explains complex ideas using relatable analogies that make the content easy to grasp.I found the book to be incredibly informative yet engaging. It's clear that Artem has a profound understanding of both the industry and the transformative power of data analytics. His writing style is approachable yet authoritative, making "DATA DRIVEN CONSTRUCTION" a must-read for anyone looking to stay ahead in this rapidly changing landscape.In summary, Artem has crafted a valuable resource that not only informs but also inspires. Whether you're a seasoned professional or a newcomer to construction, this book will broaden your perspective and deepen your understanding of where the industry is heading. Highly recommended!
Isabella Deininger
CEO LBI Association | TU München
The "DATA-DRIVEN CONSTRUCTION" by Artem Boiko is a comprehensive work that fills a gap in the "modern" construction industry.It offers valuable insights into both the basics and advanced applications of data in construction. Artem also presents an interesting approach to handling data in construction and shows how it can be used. It is a successful presentation of the various possibilities that data can offer in construction and provides practical guidance and examples.As such, it is an absolute recommendation for anyone involved in the use of data in the construction industry.
Ihor Rogchew
Head of IMT Competence Center | RZD
At the moment, the degree of chaotic and oversaturated information in the construction industry has reached such a level that any specialist in the field of working with data would be horrified. But the problem is that builders have long been working in their own closed IT world and often come up with zoned existing approaches or directly ignoring the successful experience of working with data from other industries.
Artem Boyko's work is one of the first steps beyond the boundaries of the usual world of builders, with their complex design and management systems, when, it would seem, the complexity and saturation of data does not even give a chance for radical simplification and increased transparency of work with construction data.In his book, Artem shows in simple language what opportunities modern technologies of working with data open before us, and literally gives concrete steps that you can immediately apply in your work. I urge everyone who wants to understand where automation systems will go in the construction industry to study this small book carefully in order to realize that the data revolution in construction is already knocking on our door.It's only of interest to geeks now, but in a few years, like BIM, such approaches and software will be ubiquitous!
Natasha Prinsloo
Digital Practice Lead | energylab UK
All I can say is, WOW! The way you incorporated history, ChatGPT, the graphics, and the overall ease of understanding your points is truly remarkable. The flow of the book is amazing.There are so many brilliant aspects to this book; it’s genuinely a game-changer. It’s a great source of information, and I commend you for the effort and passion you’ve put into it. Congratulations on creating such a remarkable work.
I could go on, but suffice it to say, I’m incredibly impressed!
Kristijan Vilibić
Founder | Mastery of Digital
I found this book to be an eye-opener for anyone in the construction industry interested in modernizing their approach to data. What I appreciated the most was how it doesn’t assume you’re a tech expert—it’s written in a way that feels approachable, even if you're just starting out.The book connects the dots between technical concepts and real-world applications, like improving project schedules or estimating costs more accurately. The illustrations and graphs made complex ideas so much easier to understand.If you’re curious about how data can transform construction workflows or just want to stay ahead in this fast-evolving industry, this book is a fantastic guide. It felt practical, relevant, and relatable to my work.
Dr. Ediz Yazicioglu
Owner | ArchCube
I am a civil engineer. I have a PhD in project and construction management. As a civil engineer, in addition to the many construction projects I have realized, I have been involved in the development in the field of AEC since 1987, which Artem Boiko described in BIM history https://bigdataconstruction.com/history-of-bim/. In addition to representing Archtrion, Vectorworks software in Turkey, I have realized the Turkish localization of these software. In partnership with Bentley, I provided sales and training of Bentley's AEC solutions. I produced kitchen design and order automation software called ArchKitchen. In addition to world brands such as Arup, Bayer, Mercedes, Renault, Siemens, Franke, Teka, public institutions of my country and sector leading brands have become my customers. I have produced a lot of software in the field of AEC. When I review the book Data-Driven Construction with the knowledge and experience I have gained in my professional life of more than thirty-five years, I would like to say the following.I would like to start by saying that when you take the Data-Driven Construction book in your hand, you will feel its high quality with its print quality and binding.
Most importantly, I should also say that Data-Driven Construction is worthy of being taught as a textbook in universities and is a book that will make valuable contributions to the developing BIM field.
Data-Driven Construction contains a technical glossary that explains the concepts very well. The explanation of conceptual and technical terms adds value to the understanding of the text. I think it would be appropriate to develop these sections of the book as a technical glossary.Data-Driven Construction book is supported by visual narration. Topics that are extremely difficult to explain are made simple and understandable with a very beautiful visual language. I think that what is intended to be explained in the visuals should be expressed to the reader, even if briefly. The comprehensibility of some visuals, in other words, reading the visual requires separate information.
The book Data-Driven Construction explains very well what is conceptually related to what with its historical background. I would like to suggest that in the development of the book, these narratives should be made comprehensive instead of being a summary.The book Data-Driven Construction has traces of Artem Boiko's education and software development experiences, which increases the gains of the reader. I think that it would be better to relate what is described in the book to Artem Boiko's education and software development with the links to be given and to increase the software examples in case-study style.
I must say that the topics of the Data-Driven Construction book are very well structured. I think it would be useful to give information about software development tools in the parts of the book that will guide those who want to work in this field.I think it would be useful to have a section in the Data-Driven Construction book where existing software solutions on the subject are examined. For example, I think it would be useful to explain the operation of a system such as ERP and data relationships to the reader in a short understandable language.
In the book Data-Driven Construction, many file and data sharing formats are mentioned. I think it would be useful to provide more detailed information about the content of these formats or to provide the reader with access to detailed information by referring to references.In the Data-Driven Construction book, I think that BIM standard setters such as BuildingSmart, BSI are introduced and the relationship between BIM standards and data should be given in more detail. For example, I think it is a necessity to explain the structure of IFC in the book in great detail.I think that how data is obtained from BIM model information should be exemplified in the book as in Artem Boiko's trainings.
Finally, I must say that the Data-Driven Construction book is a very good study on the essence of the subject and each title is open to be developed more comprehensively.
I would like to say a few words about Artem Boiko himself.In my PhD study, I argued that Revit-Dynamo software, a visual programming tool, can be used in the calculation of construction costs in an unconventional way. I must say that I am surprised that among the over 10.000 sources I examined for Cost Network Modeling, which I developed in my PhD, only Artem Boiko followed the same approach.
I would also like to say that I am happy to introduce Artem Boiko's valuable work in my lectures and seminars at universities.
I am happy to know Artem Boiko, a good and valuable person.
I wish him continued success.
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TRANSFORM YOUR CONSTRUCTION BUSINESS
CAD DATA
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Daniel Glober
BIM-Manager | SCHOLZE-THOST GmbH
Revit and IFC reports that used to take me almost weeks to create are now updated in just a few minutes. I was able to quickly understand what the DataDrivenConstruction did and thus extend and modify it to fit projects.The DataDrivenConstruction team showed me examples of blocks and scripts that can automatically generate PDF, XLSX, and DOCX files that mark errors/defects in the model. Additionally, we also now do automatic checks for IFC structure, file naming, etc.
Chris Andrew
AECOM | Digital Transformation Technical Lead and Associate Director
Most civil design files are basically data prisons. Loads of useful info—alignments, surfaces, quantities—just sitting there, locked inside formats that were never meant to play nice with anything outside their original software. I’ve wasted way too much time trying to answer simple questions like 'how many manholes are in this job?' or 'what’s the volume by phase?'—only to find out the data’s buried five layers deep in a DWG or DGN. Data Driven Construction fixes that. Their converters crack open these closed formats and give you structured data you can actually use—in Power BI, in Excel, or even in an LLM prompt if you're doing something fancy. It's not flashy, but it’s insanely useful. If you’re trying to move beyond screenshots and PDFs and actually use your design data, this is the kind of tool that makes it possible. It’s the difference between guessing and knowing. And honestly, it’s saved me more than a few Saturday mornings.
Nicolas Merot
Ingénieur BIM | Caeli Ingénierie
DataDrivenConstruction products revolutionize data management in construction! Their IFC and RVT to Excel converters enable smooth data analysis and extraction, optimizing project management and documentation. A powerful, user-friendly solution for construction professionals (translated from French)
Mohamed Touati
Principal Data Scientist at Pixemantic
As a data scientist, I use data every day in every topic and field and think that data can appear in one format to make it easier to use and explore. After I tried the DDC converter, it became the only solution for me to manage and convert all BIM documents. Thanks to DataDrivenConstruction, I can now work with all IFC and Revit files automatically without having to upload files to the server.
Abdelrahim (Mohamed) Deghidy
BIM Manager l Consolidated Contractors Company
DDC converter and Plugin is a fantastic and helpful tool for visualisation and quantification the meta data from Revit. Thanks for sharing such helpful tools!
Valerio Spini
Settore RVCS
Great experience: Until now, I used to open IFC files in Blocknote to check the parameters and their structure. Thanks to the DataDrivenConstruction converter I can check the parameters and see their structure directly in MS Excel in an orderly and SMART way, amazing!
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From databases, spreadsheets and reports to CAD/BIM models — businesses generate massive amounts of data. LLM Tools help validate, transform, and automate data workflows across teams. Whether you’re working with Excel sheets, Revit files or operational metrics, our solutions reduce manual effort and enhance efficiency in data-driven decision-making.
Dmitri Garbuzenko
BIM and AIM Coordinator | RB Rail AS
With the help of Python and especially the pandas library, as the DataDrivenConstruction team does, we are now able to perform delivery checks four times faster. By turning IFC data into a pandas DataFrame and comparing it with quantification tables or classification databases, we have made our expertise fast and reliable.
Prof. Dr.-Ing. Michael Bühler
Co-Owner GemeinWerk Ventures
Be part of the movement with DataDrivenConstruction! Let’s make true freedom in data formats a reality and catalyze a new era of productivity and innovation in construction.The real and necessary journey from closed to “open” formats has not even started: True freedom in data formats—free from proprietary ties and accessible to all—is what we need to unlock innovation and collaboration across the construction industry, particularly benefiting the 99% of construction, i.e. SMEs and unchaining the sector for accelerated growth
Irina Fischer
BIM Coordinator | OBERMEYER Group
The decision to use Jupyter Notebook for results verification turned out to be highly beneficial. Our experience with solutions from Data Driven Construction and Jupyter Notebook has been extremely positive.Overall, the integration of solutions from Data Driven Construction and Jupyter Notebook has greatly improved our workflows. Their combined capabilities and performance have not only optimized data processing, but also produced meaningful results, making them highly recommended tools.
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DataDrivenConstruction Workshop
DataDrivenConstruction offers workshops tested and practiced on global leaders in the construction industry to help your team navigate and leverage the power of data and artificial intelligence in your company's decision making.
Ralph Montague
Director | ARCDOX
If "data is the new oil", we need to learn to define it, find it, mine it, refine it, to make it valuable. I've found Artem Boiko's research work, his book, and his posts very informative and insightful. He always provides a useful historical background and plain language explanation to his work. His regular contributions to the BIM Heroes community network help to give our AEC members, who are interested in digital transformation, a good understanding of data - how it works, and how it is structured, and how it can be used. Thanks Artem and DataDrivenConstruction for your continuous effort.
Evan Ramenskiy
CRO & Co-founder | Shapemaker
Artem Boiko delivered an outstanding presentation to the entire Shapemaker team, providing deep insights into data migration from engineering software and related topics. His expertise and clear communication made complex concepts easy to grasp, equipping our team with practical knowledge we can apply immediately. Highly recommend his services for anyone seeking clarity and actionable strategies in this space!
Markus Eiberger
Banch Management | Konstruktionsgruppe Bauen
Artem Boiko delivered an impressive presentation at our BIM Cluster BW Day 2024 on the use of data in relation to BIM. His expertise in presenting a new vision for the application of data was truly inspiring. With his passion and deep understanding of the subject, he was able to explain complex concepts clearly while also introducing innovative approaches.Although his presentation was rich in content and full of slides, this density of information highlighted the depth of his vision and his persuasive power. Artem has the ability to captivate his audience with his open and engaging style, effectively leading them through the material. He demonstrates not only remarkable technical expertise but also the skill to communicate his message in a way that sparks reflection and encourages discussion.We sincerely thank Artem Boiko for his valuable contribution and look forward to future opportunities to benefit from his knowledge and visionary perspective.
In today's rapidly evolving digital landscape, interoperability, data processing, data mining and process automation are no longer optional - they are simply essential. Our approach is built on two essential pillars: theory and practice, both tailored to the unique needs of each company.
Key Topics We Cover
- Data Mining: Extracting usable data from PDFs, Excel files, images, and other sources.
- BIM and CAD: Gaining insights from RVT, IFC, DWG, and other file formats.
- Data Quality: Ensuring your data is accurate, complete, and ready for automation.
- Analytics and Transformation: Turning raw data into actionable insights and strategic ideas.
- Systems Integration: Embedding data into workflows, databases, and documents to maximize efficiency.
Every step of the way, we discuss your real-world challenges, uncovering issues and opportunities specific to your team and organization. This personalized approach ensures that the training is directly relevant to your needs and immediately applicable to your work.
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