Session 2: Data Integration, Automation and AI-Enabled Digital Twin Foundations 

Explore how BIM data can be connected, automated and transformed into actionable insights across the built environment lifecycle.

This practical one-day CPD workshop introduces integrated BIM workflows, covering construction sequencing, cost and lifecycle information, automation, data visualisation and Digital Twin concepts. Participants will learn how BIM data can be extracted, transformed and analysed to support improved project delivery and operational decision-making.

Using as built BIM information derived from reality capture in asset and Digital Twin workflows. There is no need to promise a second point cloud exercise on this day; Session 2 builds on the model and data introduced in Session 1. 

Course Description

This practical one-day CPD workshop is designed for built environment professionals who want to understand how BIM data can be integrated, automated and transformed into meaningful insights that support digital workflows across the asset lifecycle.

Participants will explore how BIM connects with project scheduling, cost management, lifecycle information, automation, data visualisation, AI-assisted analysis and Digital Twin development. The session focuses on how information flows beyond the BIM model, enabling professionals to use structured data for improved project delivery, operational decision-making and connected asset management.

The workshop takes a workflow-based approach rather than focusing solely on individual software tools, helping participants understand how BIM data can be extracted, transformed, visualised and communicated through automation, AI-supported processes and digital reporting.

Participants will also explore practical applications of AI tools such as ChatGPT and Microsoft Copilot to support Dynamo workflow planning, troubleshooting, data interpretation and BIM process improvement, with an emphasis on responsible AI use and professional validation of outputs.

Course Content

The workshop covers:

• 4D BIM: construction sequencing and project scheduling

• 5D BIM: cost integration and estimation workflows

• 6D BIM: sustainability and lifecycle considerations

• 7D BIM: asset information and facilities management data

• BIM automation and interoperability challenges

• Introduction to Dynamo visual programming for BIM automation

• AI-assisted Dynamo workflow planning, explanation and troubleshooting

• Data extraction, transformation and automation workflows

• Digital Twin concepts and connected data environments

• Data visualisation and decision-support workflows

• Responsible AI use within BIM and Digital Twin applications

Practical Activities

Participants will gain hands-on experience with:

• Linking BIM models to construction schedules using Navisworks

• Developing Dynamo workflows for BIM automation

• Using AI tools such as ChatGPT or Microsoft Copilot to plan and explain Dynamo workflows

• Preparing BIM datasets for analysis

• Creating Power BI dashboards to communicate project and asset information