DATA-DRIVEN CONSTRUCTION. Menavigasi era data di industri konstruksi

UNTUK SIAPA BUKU INI DITUJUKAN

Ditulis dengan bahasa yang mudah dipahami, buku ini ditujukan untuk berbagai pembaca di industri konstruksi – mulai dari mahasiswa dan pemula yang ingin memahami dasar-dasar proses konstruksi modern hingga para profesional yang membutuhkan metodologi terkini untuk mengelola data dalam konstruksi. Apakah Anda seorang arsitek, insinyur, mandor, manajer konstruksi, atau analis data, panduan komprehensif dengan banyak ilustrasi dan grafik unik ini menawarkan wawasan berharga tentang cara menggunakan data dalam bisnis untuk mengoptimalkan dan mengotomatisasi proses, meningkatkan pengambilan keputusan, dan mengelola proyek konstruksi di berbagai tingkatan  menggunakan alat modern.

Buku ini merupakan panduan komprehensif yang menggabungkan dasar-dasar teori dan rekomendasi praktis untuk mengintegrasikan teknik manajemen data ke dalam proses konstruksi. Buku ini berfokus pada penggunaan informasi secara strategis untuk mengoptimalkan operasi, mengotomatisasi proses, meningkatkan pengambilan keputusan, dan mengelola proyek secara efektif dengan menggunakan alat bantu digital modern.

Buku ini mencakup aspek teoretis dan praktis dalam bekerja dengan informasi di industri konstruksi. Melalui contoh-contoh terperinci, buku ini mengeksplorasi metodologi parameterisasi tugas, pengumpulan persyaratan, pemrosesan data tidak terstruktur dan multi-format, serta mentransformasikannya menjadi solusi yang efektif bagi perusahaan konstruksi.

Pembaca secara berurutan melewati jalan dari pembentukan persyaratan dan pengembangan model data dasar ke proses integrasi yang lebih kompleks dari sumber informasi heterogen, pembuatan ETL -proses, pembangunan informasi Pipeline dan model pembelajaran mesin. Pendekatan berurutan memungkinkan untuk menunjukkan dengan jelas mekanisme organisasi dan otomatisasi proses bisnis dan sistem pendukung keputusan dalam industri konstruksi. Setiap bagian dari buku ini diakhiri dengan bab praktis yang berisi petunjuk langkah demi langkah yang memungkinkan penerapan langsung pengetahuan yang diperoleh dalam proyek-proyek nyata.

 

SINOPSIS BAGIAN-BAGIAN DARI BUKU INI

Buku ini disusun berdasarkan konsep transformasi data dalam rantai nilai: mulai dari pengumpulan data dan jaminan kualitas hingga pemrosesan analitis dan penggalian solusi praktis yang berharga menggunakan alat dan metodologi modern.

Awal formulir

Bagian 1: Evolusi Digital dalam Konstruksi – menelusuri transformasi historis manajemen data dari tablet tanah liat ke sistem digital modern, menganalisis kemunculan sistem modular dan semakin pentingnya digitalisasi informasi dalam konteks revolusi industri.

Bagian 2: Tantangan Informasi untuk Industri Konstruksi – mengeksplorasi masalah fragmentasi data, ‘silo informasi’, dampak pendekatan HiPPO pada pengambilan keputusan dan keterbatasan format kepemilikan, menyarankan pertimbangan untuk beralih ke ekosistem AI dan LLM.

Bagian 3: Sistematisasi data dalam konstruksi – membentuk tipologi data konstruksi, menjelaskan metode pengorganisasiannya, integrasi dengan sistem korporat dan membahas pembentukan pusat kompetensi untuk standarisasi proses informasi.

Bagian 4: Jaminan Kualitas Data – mengungkapkan metodologi untuk mengubah informasi yang berbeda menjadi data yang berkualitas dan terstruktur, termasuk ekstraksi data dari berbagai sumber, validasi, dan pemodelan menggunakan LLM.

Bagian 5: Perhitungan Biaya dan Waktu – berkaitan dengan digitalisasi perhitungan biaya dan perencanaan, otomatisasi mendapatkan volume dari model CAD (BIM), teknologi pemodelan 4D-8D, dan perhitungan ESG proyek konstruksi.

Bagian 6: CAD dan BIM – menganalisis secara kritis evolusi teknologi desain, masalah interoperabilitas sistem, tren terhadap format data terbuka dan prospek penerapan kecerdasan buatan pada desain.

Bagian 7: Analisis Data dan Otomasi – melihat prinsip-prinsip visualisasi informasi, indikator kinerja utama, proses ETL, alat bantu orkestrasi alur kerja, dan penerapan model bahasa untuk mengotomatisasi tugas-tugas rutin.

Bagian 8: Penyimpanan dan Manajemen Data – mengeksplorasi format penyimpanan data, konsep data warehouse dan data lake, prinsip-prinsip manajemen data, dan pendekatan baru termasuk database vektor dan metodologi DataOps dan VectorOps.

Bagian 9: Big Data dan Pembelajaran Mesin – berfokus pada transisi menuju analisis objektif berdasarkan data historis, Internet of Things di lokasi konstruksi, dan penerapan algoritme pembelajaran mesin untuk memprediksi biaya dan jadwal proyek.

Bagian 10: Industri Konstruksi di Era Data Digital – menyajikan pandangan tentang masa depan industri konstruksi, menganalisis pergeseran dari analisis kausal ke analisis korelasi, konsep ‘Uberisasi’ konstruksi dan strategi transformasi digital.

$167.88

Additional information

UNLOCK THE POWER OF DATA
 IN CONSTRUCTION

Dive into the world of data-driven construction with this accessible guide, perfect for professionals and novices alike.
From the basics of data management to cutting-edge trends in digital transformation, this book
will be your comprehensive guide to using data in the construction industry.


WHY THIS BOOK?

Accessible to all

Whether you are a student, architect, engineer? foreman or construction manager, the book's plain language and visual approach will make complex concepts easy to understand.

Practical Applications

Learn to apply theory through ChatGPT, developing real-world solutions without deep dives into complex programming.

Strategic Insight

Learn how to use data as a strategic asset, optimizing processes, improving decision making, and managing projects more effectively.

Future-Ready

Explore the latest trends in data processing, automation, machine learning, and predictive modeling to stay ahead in the industry.

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📥 Download OnePager

Welcome to DataDrivenConstruction—where data meets innovation in the construction industry. Our One-Pager offers a concise overview of how our data-driven solutions can transform your projects, enhance efficiency, and drive sustainable growth. 

🚀 Welcome to the future of data in construction!

You're taking your first step into the world of open data, working with normalized, structured data—the foundation of data analytics and modern automation tools.

By downloading, you agree to the DataDrivenConstruction terms of use 

Stay ahead with the latest updates on converters, tools, AI, LLM
and data analytics in construction — Subscribe now!

🚀 Welcome to the future of data in construction!

You're taking your first step into the world of open data, working with normalized, structured data—the foundation of data analytics and modern automation tools.

By downloading, you agree to the DataDrivenConstruction terms of use 

Stay ahead with the latest updates on converters, tools, AI, LLM
and data analytics in construction — Subscribe now!

🚀 Welcome to the future of data in construction!

You're taking your first step into the world of open data, working with normalized, structured data—the foundation of data analytics and modern automation tools.

By downloading, you agree to the DataDrivenConstruction terms of use 

Stay ahead with the latest updates on converters, tools, AI, LLM
and data analytics in construction — Subscribe now!

🚀 Welcome to the future of data in construction!

You're taking your first step into the world of open data, working with normalized, structured data—the foundation of data analytics and modern automation tools.

By downloading, you agree to the DataDrivenConstruction terms of use 

Stay ahead with the latest updates on converters, tools, AI, LLM
and data analytics in construction — Subscribe now!

🚀 Welcome to the future of data in construction!

You're taking your first step into the world of open data, working with normalized, structured data—the foundation of data analytics and modern automation tools.

By downloading, you agree to the DDC terms of use 

🚀 Welcome to the future of data in construction!

You're taking your first step into the world of open data, working with normalized, structured data—the foundation of data analytics and modern automation tools.

By downloading, you agree to the DataDrivenConstruction terms of use 

Stay ahead with the latest updates on converters, tools, AI, LLM
and data analytics in construction — Subscribe now!

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.

Reserve your spot now to rethink your
approach to decision making!

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🚀 Welcome to the future of data in construction!

By downloading, you agree to the DataDrivenConstruction terms of use 

Stay ahead with the latest updates on converters, tools, AI, LLM
and data analytics in construction — Subscribe now!

Have a question or need more information? Reach out to us directly!
Schedule a time to discuss your needs with our team.
Tailored sessions to help your team grow — let's plan together!
Have you attended one of our workshops, read our book, or used our solutions? Share your thoughts with us!
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Data Maturity Diagnostics

🧰 Data-Driven Readiness Check

This short assessment will help you identify your company's data management pain points and offer solutions to improve project efficiency. It takes only 1–2 minutes to complete and you will receive personalized recommendations tailored to your needs.

🚀 Goals and Pain Points

What are your biggest obstacles today — and your goals for the next 6 months? We’ll use your answers to build a personalized roadmap.

Build your automation pipeline

 Understand and organize your data

Automate your key process

Define a digital strategy

Move from CAD (BIM) to databases and analytics

Combine BIM, ERP and Excel

Convince leadership to invest in data

📘  What to Read in Data-Driven Construction Guidebook

Chapters 1.2, 4.1–4.3 – Technologies, Data Conversion, Structuring, Modeling:

  • Centralized vs fragmented data

  • Principles of data structure

  • Roles of Excel, DWH, and databases

Chapters 5.2, 7.2 – QTO Automation, ETL with Python:

  • Data filtering and grouping

  • Automating QTO and quantity takeoff

  • Python scripts and ETL logic

Chapter 10.2 – Roadmap for Digital Transformation:

  • Strategic stages of digital change

  • Organizational setup

  • Prioritization and execution paths

Chapters 4.1, 8.1–8.2 – From CAD (BIM) to Storage & Analytics:

  • Translating Revit/IFC to structured tables

  • BIM as a database

  • Building analytical backends

Chapters 7.3, 10.2 – Building ETL Pipelines + Strategic Integration:

  • Combining Excel, BIM, ERP

  • Automating flows between tools

  • Connecting scattered data sources

Chapters 7.3, 7.4 – ETL Pipelines and Orchestration (Airflow, n8n):

  • Building pipelines

  • Scheduling jobs

  • Using tools like Airflow or n8n to control the flow 

Chapters 2.1, 10.1 – Fragmentation, ROI, Survival Strategy:

  • Hidden costs of bad data

  • Risk of inaction

  • ROI of data initiatives

  • Convincing stakeholders

Download the DDC Guidebook for Free

 

 

🎯 DDC Workshop That Solves Your Puzzle

Module 1 – Data Automation and Workflows in Construction:
  • Overview of data sources
  • Excel vs systems
  • Typical data flows in construction
  • Foundational data logic

Module 3 – Automated Data Processing Workflow:
  • Setting up ETL workflows
  • CAD/BIM extraction
  • Automation in Excel/PDF reporting

Module 8 – Converting Unstructured CAD into Structured Formats 
  • From IFC/Revit to tables
  • Geometric vs semantic data
  • Tools for parsing and transforming CAD models

Module 13 – Key Stages of Transformation 
  • Transformation roadmap
  • Change management
  • Roles and responsibilities
  • KPIs and success metrics

Module 8 – Integrating Diverse Data Systems and Formats
  • Excel, ERP, BIM integration
  • Data connection and file exchange
  • Structuring hybrid pipelines

Module 7 – Automating Data Quality Assurance Processes 
  • Rules and checks
  • Dashboards
  • Report validation
  • Automated exception handling

Module 10 – Challenges of Digitalization in the Industry 
  • How to justify investment in data
  • Stakeholder concerns
  • ROI examples
  • Failure risks

💬 Individual Consultation – What We'll Discuss

Audit of your data landscape 

We'll review how data is stored and shared in your company and identify key improvement areas.

Select a process for automation 

We'll pick one process in your company that can be automated and outline a step-by-step plan.

Strategic roadmap planning 

Together we’ll map your digital transformation priorities and build a realistic roadmap.

CAD (BIM) - IFC/Revit model review 

We'll review your Revit/IFC/DWG data and show how to convert it into clean, structured datasets.

Mapping integrations across tools 

We’ll identify your main data sources and define how they could be connected into one workflow.

Plan a pilot pipeline (PoC) 

We'll plan a pilot pipeline: where to start, what tools to use, and what benefits to expect.

ROI and stakeholder alignment 

📬 Get Your Personalized Report and Next Steps

You’ve just taken the first step toward clarity. But here’s the uncomfortable truth: 🚨 Most companies lose time and money every week because they don't know what their data is hiding. Missed deadlines, incorrect reports, disconnected teams — all symptoms of a silent data chaos that gets worse the longer it's ignored.

Please enter your contact details so we can send you your customized recommendations and next-step options tailored to your goals.

💡 What you’ll get next:

  • A tailored action plan based on your answers

  • A list of tools and strategies to fix what’s slowing you down

  • An invite to a free 1:1 session to discuss your case

  • And if you choose: a prototype (PoC) to show how your process could be automated — fast.

DATA-DRIVEN  CONSTRUCTION. Menavigasi era data di industri konstruksi
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