Technical Insights & Articles

In-depth technical guides, regulatory analyses, and practical workflows for digital engineering leaders, BIM managers, and infrastructure asset owners.


Featured Articles & Publications

The Planned vs. Actual Dilemma: Why Hospital Brief Compliance Demands Relational Digital Twins

How open IFC and IDS validation workflows partner with relational digital twins to validate NHS Health Building Notes (HBN 00-01), reconcile macro GFA briefs, and detect uncomputed clinical areas, unit mismatches, and spatial variance across complex facilities.

Beyond the Checklist: Why Property Validation (IDS) Fails Real-World BIM Compliance

Why do information standards (IDS) fail real-world BIM compliance? How digital twins and computational geometry break through the IDS ceiling to verify spatial physics, dynamic clearances, and statutory rules.

From Sand to Bedrock: Calculating Rail Carbon Directly from OpenBIM (IFC)

What happens when you calculate rail carbon directly from OpenBIM (IFC)? We took an open IFC model of the Dinsdale to Allens West rail corridor and built an automated, rule-based carbon calculation pipeline aligned with RICS WLCA 2nd Edition and PAS 2080:2023.

The PDF Trap: Why Building Safety Regulator Submissions Will Fail Gateway 2 Without Machine-Readable Data

Why storing 400 static PDFs in a Common Data Environment (CDE) folder will not survive Building Safety Regulator (BSR) scrutiny at Gateway 2, how the Fire Index was built as a specialized profile of Digital Index, and how you can run a free statutory audit on your own iModel today.

Turbocharge Your ecSQL: Performance Optimization & Query Tuning

How performant are your ecSQL queries on large infrastructure models? Learn how to use the PRAGMA explain_query tool to identify full table scans, index misses, and dramatically speed up iModel data queries.

Enabling Your Project Digital Twin: Part 3

How to use index.itwin.app to check the completeness of your iModel, calculate risk metrics, and track digital twin data trends across project changesets.

How Level is A Level: Exploring Assessment Scales

An analytical examination of grading scales, measurement variance, and assessment fairness.


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