Dmitri GarbuzenkoBIM 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.

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Irina FischerBIM 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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Prof. Dr.-Ing. Michael BühlerCo-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

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Vinod KumarBIM Manager | Esttareal solutions

DataDrivenConstruction approach is truly revolutionary and has the potential to transform the construction industry. It's amazing to see how you are empowering users to work with structured data in a user-friendly way, leveraging the power of Excel and open-source tools. I'm sure that your Excel plugin and data management solutions will be a game-changer for construction projects. Keep up the fantastic work!

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Nicolas MerotIngénieur 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)

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Daniel GloberBIM-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.

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Nils StrumbergerBIM- Coordinator | Fact GmbH

The DDC (Data Driven Construction) Excel Plugin is a game-changer, transforming proprietary CAD models into open source data frames for seamless integration and AI interaction.
It significantly improves workflows and offers exceptional value for money by saving time and boosting productivity. Highly recommended for anyone looking to enhance their projects with data-driven insights.

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Marie Annette KittusBIM Manager | Esttareal solutions

DataDrivenConstruction Excel Add-In is a wonderful additional tool to help extract data from CAD (BIM) Revit, IFC, DWG files in order to move forward with information validation processes in your workflows.Additionally the possibility to turn the long complex Excel file into easily human-and machine-readable files keep the Add-In modern and compatible with recent developments within IT. As we move forward in the industry it is crucial to think about diversity of data and how to find the most suitable outputs in order to keep said data valuable, up to date and usable.An influential tool with a user-friendly interface helping the construction industry move towards the future!

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Jānis DzenisBIM Coordinator | Merks, SIA

This is a fantastic tool, haven't seen one like this in a long time. In this era, we have countless tools and methods for creating models, drawings, tables, and other forms of data.The DDC Excel plugin provides me with the capability to manage information in alternative ways.

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Abdelrahim (Mohamed) DeghidyBIM 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!

Mohamed TouatiPrincipal 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.

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Valerio SpiniSettore 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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Dr. Zulfikar AdamuAssociate 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.

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Jakob HirnCEO | 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

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Dr. Burkhard TalebitariFreelance 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.

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Mikhail KosarevTIM-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.

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Dr. Salih OfluoğluAntalya 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.

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Moayad SalehBIM 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!

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Isabella DeiningerCEO 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.

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Ihor RogchewHead 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!

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Natasha PrinslooDigital 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!

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Kristijan VilibićFounder | 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.

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Dr. Ediz YaziciogluOwner | 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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Lukas FuchsBIM Manager | D&S

It was a fantastic workshop with exciting content that we, and I personally, learned a lot from.
Thank you for taking so much time for us.
We look forward to trying out what we learned as soon as possible and incorporating it into our projects!#bleedingedge

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Evan RamenskiyCRO & 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!

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Markus EibergerBoard Member | BIM Cluster Baden-Württemberg, Lecturer at Stuttgart University of Applied Sciences, Senior Project Manager and Deputy Branch Manager at 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.

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