Enterprise AI Analysis
Knowledge-Informed Technology-Enabled Asset Management and Compliance Assurance in Construction
This systematic grey literature review (2014–2025) identifies key technologies supporting asset management and compliance assurance in construction. It found a recurring five-technology 'core digital stack': Building Information Modelling (BIM), Digital Twins (DT), Internet of Things (IoT), Artificial Intelligence/Machine Learning (AI/ML), and Blockchain (BC). Adoption maturity varies significantly across regions, with policy-led contexts like the UK and Singapore showing higher maturity compared to the more project-led or decentralized approaches in the US and GCC. Effective compliance relies on integrated digital stacks and strong information governance rather than isolated tools.
Executive Impact & Key Metrics
Our analysis reveals critical trends and data points shaping the future of construction asset management and compliance.
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Sources Retained
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2024-2025 Publications
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Gov. Sources
Deep Analysis & Enterprise Applications
Select a topic to dive deeper, then explore the specific findings from the research, rebuilt as interactive, enterprise-focused modules.
Enterprise Process Flow
Multi-channel search (n=131)
→
Records screened (n=130)
→
Full-text review (n=92)
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Eligibility assessment (n=82)
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AACODS Quality Appraisal (n=43)
The systematic grey literature review followed a rigorous multi-stage screening and quality appraisal process, ensuring a robust evidence base.
72.1%
of retained sources published in 2024-2025, highlighting recency.
The majority of the retained grey literature was published in the last two years of the review window, underscoring the rapid evolution of technology programs, standards, and regulatory initiatives in construction.
| Region | BIM Maturity | DT/IoT Maturity | AI/ML Maturity | BC Maturity |
|---|---|---|---|---|
| UK | High | Medium-High | Medium-High | Low-Medium |
| Singapore | High | High | Medium | Medium-High |
| US | Medium-High | Low-Medium | Medium-High | Low |
| GCC | Medium | High | Medium-High | Low |
Maturity levels vary significantly by region and technology, with mandate-led environments (UK, Singapore) showing higher overall adoption.
Impact of Policy & Governance on Adoption
Singapore's centrally coordinated digital delivery model and the UK's BIM Level 2 mandates demonstrate how clear policy frameworks and national strategies accelerate the adoption of advanced construction technologies. In contrast, regions like the US and GCC, with more fragmented or project-led approaches, exhibit uneven maturity. This highlights that robust information governance and institutional capacity are critical for converting technological potential into measurable, system-wide maturity, beyond just having access to advanced tools.
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Implementation Roadmap
A phased approach to integrate knowledge-informed, technology-enabled asset management and compliance assurance.
Consolidate BIM & Information Governance
Establish CDEs, ISO 19650-aligned practices, clear information requirements, roles, controlled workflows, audit trails, and secure access as foundational elements.
Scale IoT & Digital Twin Capabilities
Build upon robust BIM foundations to integrate real-time sensor data and create operational digital twins for simulation, prediction, and performance optimization.
Embed AI/ML & Blockchain Workflows
Introduce AI/ML for advanced analytics, anomaly detection, and automated compliance checking. Implement Blockchain selectively for high-risk audit trails and secure provenance once data quality and governance are robust.
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