This report explores the operational necessity of information continuity and the role of OpenBIM standards in bridging the CapEx/OpEx divide. It provides a technical analysis of CDE states and offers a methodology for validating data to ensure high-fidelity digital twin delivery.

The document discusses the transition from project-based to product-based delivery in construction through Design for Manufacture and Assembly (DfMA). It explains how ISO 19650 standards and digital twins are essential for managing the high-fidelity data required for modular construction.

This technical article analyzes the convergence of BIM 6.0, digital twins, and AI as the foundation for cognitive infrastructure in 2026. It provides a strategic guide for AEC firms to transition from static modeling to living digital twins that provide significant ROI during the operational phase.

This document outlines the industry shift from static 3D coordination to dynamic lifecycle intelligence and data-rich operational assets. It details a phased implementation roadmap involving ISO 19650 compliance, OpenBIM interoperability, and the integration of Agentic AI.

The document emphasizes the shift from optional to mandatory digitalization in the AEC industry to combat labor shortages and meet sustainability mandates. It details a four-phase implementation guide for BIM lifecycle excellence based on ISO 19650 standards and AI-driven automation.

This strategic roadmap discusses the transition from static BIM models to dynamic Digital Twins to address operational resilience and sustainability mandates. It defines a five-stage maturity model and emphasizes the importance of structured metadata over geometric complexity.

This document outlines a strategic framework for BIM Lifecycle Excellence to address the construction industry's capacity crisis using ISO 19650 and AI-driven workflows. It highlights the transition from manual processes to data-centric operating models to mitigate labor shortages and improve ROI.

This document outlines the strategic implementation of 6D BIM to track and reduce embodied and operational carbon in response to strict regulatory mandates. It details workflows for integrating carbon data into the digital model lifecycle to achieve net-zero assets and verifiable performance reporting.

This tutorial describes the shift in BIM from geometry to data governance, emphasizing ISO 19650 compliance as a prerequisite for the growing digital twin market. It outlines four phases of implementation, from initial workflow audits to enterprise-level integration with facility management systems.

This article discusses the economic potential of the $16.3 trillion AEC market and the necessity of shifting toward data-centric lifecycle management. It provides a phased implementation plan for organizations to adopt ISO 19650 and IFC 4.3 standards to eliminate data silos and reduce rework costs.