Digital Project Management Blog | O3 Solutions

What Is Data Parsing? Turning 3D Models Into Actionable Data

Written by O3 Solutions | Aug 26, 2025 1:00:00 PM

Introduction: From Visualization to Execution

3D models have long supported design validation, clash detection, and visualization, but their true potential extends far beyond design. With the rise of Advanced Work Packaging (AWP) and intelligent construction planning tools like ONBuild from O3 Solutions, data-rich 3D models are now a cornerstone of efficient, coordinated project delivery.

This guide explores how O3 enables construction teams to transform 3D model data into actionable intelligence, driving clearer communication, faster decision-making, and consistent results in the field.

Why Data Parsing and 3D Models Go Beyond 2D Documents

Traditional methods rely heavily on 2D drawings, spreadsheets, and disconnected systems. As projects grow in size and complexity, these tools fall short:

  • Information Silos: Critical data is scattered across documents and departments
  • Manual Interpretation: Field crews must mentally convert flat drawings into 3D reality
  • Delayed Decisions: Misinterpretations and missing data slow down issue resolution

In contrast, O3's ONBuild provides a connected 3D model environment that centralizes scope, materials, sequencing, and progress into one visual, data-driven source of truth.

How 3D Models Supercharge Work Packaging with O3

When integrated with O3’s ONBuild platform, 3D model data unlocks significant advantages across every stage of construction planning and execution.

1. Scope Visualization with Full Context

Instead of interpreting 2D drawings, users can explore work areas directly in the model, inspecting components, construction sequences, and metadata (examples include quantities, types, and status) in a clear visual context.

2. Discipline-Specific Construction Components

ONBuild intelligently extracts and filters 3D model data from various disciplines, including piping, steel, equipment, electrical, instrumentation, and concrete, allowing users to build construction components tailored to fabrication, erection, or installation. Model maturity and metadata drive the right level of detail.  

3. Integrated Data for Smarter Decisions

With ONBuild, there's no need to export model data to Excel or work outside the O3 environment. The platform features a powerful rule-based engine that analyzes model updates and automatically creates construction components, ensuring seamless and immediate integration as soon as new data is received.

Model objects are directly connected to related drawings, fabrication data, Bill of Materials (BoM), schedules, and other documents, giving planners and field teams instant access to all the information they need to make informed decisions and take action without delays.

4. Enhanced Visual Progress and Status Tracking

Through model colorization and visual filters, stakeholders can instantly assess:

  • What’s approved
  • What’s constrained
  • What’s complete
  • What’s behind schedule

This advanced visual reporting makes progress tracking intuitive, improving accountability and transparency across teams.  

O3 provides a range of predefined model visualization options, and also allows users to create custom colorizations tailored to their project needs.

5. Clear Visual Documentation

When creating IWPs or CWPs, planners can automatically include annotated screenshots or model views as part of the documentation. These visual cues reduce ambiguity and improve crew understanding in the field.

Making 3D Models Construction-Ready

Not all 3D models are created equal, and most weren’t designed with construction in mind. ONBuild bridges this gap through:

  • Fabrication Data Integration: Design models often lack spool-level or fabrication detail, especially in piping and steel. ONBuild uses advanced processing to enrich design models with fabrication data, turning them into construction-ready datasets.
  • Reuse Across Work Scopes: A single model object can be used across multiple packaging scopes, such as fabrication, erection, insulation, and testing, without duplication. ONBuild supports this flexibility by allowing a single object to belong to multiple construction components, dynamically linking it to the relevant data based on the scope and phase of each work package.

Why ONBuild: A Data Parsing Framework for AWP Success

ONBuild by O3 Solutions is more than a model viewer. it's a purpose-built AWP platform designed to create intelligent construction components from model data, fabrication data, non-graphical data and external systems.

Whether or not a 3D model is available, ONBuild allows teams to:

  • Create discipline-specific components (such as spools, assemblies, equipment, etc.)
  • Link components to model objects, drawings, BOMs, and schedules
  • Generate detailed BOMs using both 3D model and Fabrication data.
  • Automate work package creation with enriched visual data
  • Use model objects dynamically across scopes and phases

AWP Success Starts With Data Parsing and Strategy

Effective AWP implementation starts long before the first package is created. O3 works closely with clients to define upfront data standards -  including what must be included in models, how tags are applied, and how disciplines coordinate.

This proactive data planning ensures the 3D model becomes a reliable foundation for scope definition, sequencing, and performance tracking.

Ready to Turn Your 3D Model Into a Strategic Advantage?

O3 is the industry leader in AWP solutions, battle-tested on more than 500 projects with over 20,000 users. Our modern, cloud-based platform empowers teams to plan, track, and execute work with unmatched clarity and confidence.

Schedule your personalized demo today to discover how ONBuild transforms your 3D model into a powerful engine for work packaging success.