Articles

Evolution of Digital Twin Applications in Construction and the Built Environment

What is it: A new research paper in Intelligent Buildings International explores how digital twin (DT) technologies are transforming the built environment, moving from visualization tools to integrated systems that support predictive performance and lifecycle optimization. The study identifies three major areas of growth:

1. Intelligent building representation: the shift from static BIM models to dynamic, data-driven twins that mirror real-world performance in real time.

2. Asset monitoring and management: increasing use of DTs for predictive maintenance, energy efficiency, and user comfort.

3. Active building systems and interoperability: integrating IoT, AI, and cloud platforms to close the loop between design, construction, and operations.

Stakeholder Audience: Building Owners, Real Estate Investors, Facility Operators, AEC Firms, Technology Providers, Sustainability and ESG Leaders, Standards and Policy Bodies.

Inform or Action: Informational—advises strategic alignment. Stakeholders should evaluate how their digital twin strategies can better connect with Building Lifecycle Management (BLM) principles of data governance, interoperability, and shared value creation.

Why it matters for BLM: Digital twins are evolving into the connective tissue of the building lifecycle, turning fragmented data into coordinated intelligence. For BLMI, this reinforces a key principle: lifecycle performance depends on continuous feedback between design intent, operational data, and asset renewal. By linking DT ecosystems to BLM-aligned frameworks—common data environments, performance contracts, and governance standards—organizations can unlock measurable outcomes: reduced carbon impact, lower total cost of ownership, and improved occupant experience. The future of asset value lies not just in what buildings are, but in how their digital counterparts learn and adapt over time.

Read the full article: 
Adeniyi, O., Rathnasiri, P., Ojo, L. D., Akindehinde, A., & Thurairajah, N. (2025). The evolution of digital twin applications in construction and the built environment: analysis of trends, research clusters and future directions. Intelligent Buildings International, 1–29.
https://doi.org/10.1080/17508975.2025.2558616

#BLMI #IFMA #Autodesk #DigitalTwin #SmartBuildings #BuiltEnvironment #AssetManagement #DataGovernance #Interoperability #ESG #FacilityManagement

The Evolving Paradox of Standards Adoption

The commercial real estate standards conversation must be framed within a larger context that explicitly addresses standards, frameworks, and certifications across the building lifecycle. Advocating for standards adoption is a foundational principle of the Building Lifecycle Management Initiative (BLMI), because consistent, interoperable practices are the bedrock of reliable data, accountable operations, and repeatable outcomes from planning and design through operations, maintenance, renovation, and deconstruction. The following synopsis is a highly condensed preview of a more comprehensive report to be published soon. BLMI maintains a partial catalog of CRE standards, frameworks, and certifications—currently listing 94 entries—to help stakeholders orient to what exists today and where alignment is most actionable. Importantly, some standards that are pivotal during design and construction may be referenced less frequently in day-to-day operations; nevertheless, they remain essential to data standardization and continuity of information, ensuring that early decisions and models can be trusted, translated, and utilized throughout the asset’s life.

The Evolving Paradox of Standards Adoption

Commercial real estate operates with many moving parts, yet it often lacks a common playbook. This creates an evolving paradox: even as the industry acknowledges the need for standardized practices and data, true adoption remains elusive. In theory, industry standards promise seamless collaboration—much like an orchestra following the same sheet music to produce harmony. In practice, each stakeholder tends to play their own tune. Developers, owners, property managers, and technology vendors frequently use proprietary methods or bespoke systems, resulting in fragmented processes. Paradoxically, the more our buildings incorporate advanced technologies and data, the more pronounced the fragmentation can become without agreed-upon standards.

The CRE industry is not short on frameworks to guide consistency. International guidelines such as ISO 15686, which outlines building lifecycle phases from initial inception and design through operations, maintenance, and end-of-life, offer a roadmap spanning a facility’s entire life. Other standards for data exchange and building information modeling exist as well. However, simply having standards on paper doesn’t guarantee their use. Many organizations nod to these frameworks but stop short of fully integrating them into day-to-day practice. The result is a patchwork of approaches: one company’s “language” for asset management or sustainability reporting may be unintelligible to another’s. The promise of a unified approach—improving efficiency, data transparency, and asset performance—is widely recognized, yet achieving it remains a struggle. This paradox persists and even deepens as new technologies emerge; each innovation brings potential to unify processes, but also the risk of adding another proprietary layer if no common standard is adopted.

The Enduring Roots of Resistance, Amplified by Market Volatility

Three key factors drive this resistance:

·       Cultural Inertia and Autonomy: The CRE industry has a legacy of independent, siloed operations. Many see a standardized approach as a threat to their hard-won methods or as an ill-fitting, one-size-fits-all solution. The refrain “we’ve always done it this way” speaks to a fear that standards will stifle creativity or professional judgment.

·       Technical Fragmentation and Legacy Systems: Many organizations still run on old or custom-built software that doesn’t easily connect with anything else. Introducing a new standard often means overhauling or bridging these entrenched systems—a complex and costly endeavor that can deter even well-intentioned efforts. Because CRE was late to the digital transformation party, a tangle of disparate tools persists, making any uniform upgrade feel daunting.

·       Economic Concerns and Uncertain ROI: Implementing standards demands upfront costs in training, new technology, and process changes, while the payoff can seem distant or hard to quantify. In a margin-conscious business, this makes standardization a hard sell. If the current patchwork “gets the job done,” leaders often ask why fix what isn’t visibly broken. Without a clear near-term return on investment, initiatives lose momentum.

Market volatility often magnifies these issues. In good times, there’s little urgency to change what seems to be working; in bad times, companies retreat to familiar routines and cut “non-essential” projects. Either way, standardization efforts get deferred in favor of immediate concerns. This short-term focus is understandable, but it perpetuates the cycle of delay. In this way, resistance to standards is reinforced not just by technical hurdles, but by human nature and business cycles that prize short-term comfort over long-term gain.

The Escalating Costs of Inaction: A Strategic Imperative

Maintaining the status quo may appear to save effort in the short run, but it incurs hidden costs that accumulate over a building’s life. As CRE becomes more complex and data-driven, inaction on standards carries increasing consequences on multiple fronts:

·       Operational Inefficiency and Waste: Without common standards, teams waste time translating and reconciling data between incompatible systems, and crucial insights often slip through the cracks. Key information from maintenance, energy use, or tenant feedback ends up isolated in silos that don’t communicate, causing duplicate work and avoidable errors. These inefficiencies accumulate and inflate operating costs over time.

·       Regulatory and Compliance Risks: When processes and data are inconsistent, it becomes harder to meet tightening building regulations and reporting mandates. A portfolio lacking standardized reporting may have to scramble and spend heavily to compile data or retrofit buildings to comply with new energy or safety rules. Last-minute compliance actions—fines, rushed upgrades—typically cost far more than a proactive, standards-based approach would have.

·       Lost Competitive Advantage: Investors and tenants increasingly favor organizations that demonstrate efficiency, transparency, and innovation—outcomes enabled by standardization. A firm with unified data and processes can rapidly deploy portfolio-wide analytics or smart building features that improve tenant experience and reduce costs. In contrast, a competitor clinging to fragmented, manual methods will struggle to match this agility. Over time, assets managed without modern standards gain a reputation for being less efficient and less forward-thinking, making them less attractive in the market.

These points make it clear that ignoring standards is no longer tenable. As rising energy costs, sustainability pressures, and intense competition squeeze margins, inefficiencies from non-standard practices directly erode profits. Adopting standards should be seen not as bureaucratic overhead but as strategic risk management and value creation. The cost of implementing change is visible upfront, but the cost of not changing is a silent, compounding debt that eventually comes due.

Strategic Pathways to Adoption: A Human-Centered Approach

·       Leadership Vision and Buy-In: Company leaders must treat standardization as a strategic priority. They should articulate its long-term value (efficiency, risk reduction, innovation) and back that vision with concrete support. When the C-suite visibly treats common frameworks as essential, it signals to everyone that standards are integral to the business.

·       Stakeholder Engagement and Culture: Engage front-line teams early to shape standards that will work on the ground. Co-creating practical solutions with property managers, engineers, and other end-users builds buy-in from the start. Publicizing quick wins from early pilots can turn skeptics into champions. This collaborative approach replaces silos with a culture of shared best practices.

·       Education and Support: Even the best standards fail if people aren’t trained and confident in using them. Organizations should teach not just how to follow a new process, but why. Demonstrating, for example, how a unified data system eliminates duplicate data entry or prevents surprise equipment failures helps convert skeptics. Appointing on-site champions to mentor peers further ensures new practices take root.

·       Phased Implementation: A gradual rollout allows learning without overwhelming the organization. Start with a small pilot in one domain (for example, standardize energy reporting in a handful of buildings) to achieve quick wins and learn from any missteps. Use these results to refine your approach before scaling up. Setting clear milestones (e.g. requiring all new projects to use a standard protocol by year-end) keeps the initiative on track.

·       Aligning Incentives: Align performance metrics and rewards with the behaviors that standards require. Teams should be recognized not only for short-term results (like staying under budget) but also for data accuracy, collaboration, and preventive maintenance targets made possible by standard practices. When recognition is tied to following best practices, standards become part of business-as-usual rather than extra work.

In summary, a pragmatic, people-focused approach can break the stalemate and move CRE standards from paper to practice. By embedding standards into daily habits, firms can realize the efficiency gains and competitive edge promised.