Empowering People, Accelerating Intelligence – Is Our Industry Ready?
This summary was developed using AI-assisted analysis of sessions content and insights shared by IBEW Expert Series 2025 speakers.
In the seven months since the IBEW Expert Series 2025, the pace of Artificial Intelligence development has accelerated and adoption is skyrocketing. Across the global economy, industries are racing to recalibrate their business models, scrambling to take advantage of the benefits promised by AI. However, if you look at the macro-level data, you might be led to believe our industry is still standing at the starting blocks.
In research published on March 5, 2026, the AI laboratory Anthropic released a much-debated study on the labour market impacts of generative intelligence¹. The findings presented a stark paradox: while the Architecture and Engineering (A&E) industry has a "Theoretical AI Coverage" of 0.8—implying that 80% of tasks could be augmented by current models—the "Observed AI Exposure" sits at less than 0.2. Even more discouragingly, the study suggests that for the Construction sector, theoretical AI coverage is almost non-existent.
To anyone walking the halls of IBEW over the last few years, this study doesn't just miss the mark—it misses the entire reality of our evolution.
A Legacy of Early Adoption
The narrative of a "slow-to-change" industry is a tired trope that doesn't reflect the ground-level innovation we’ve been championing in IBEW. As early as IBEW Leaders’ Summit 2023, we introduced the AI conversation, featuring Zack Kass, former Head of GTM at OpenAI. We followed up the conversation in IBEW Conference 2024 Prof. Immanuel Lim’s pioneering work on parametric design utilizing AI². In IBEW Expert Series 2025, we learnt how AI agents have been created to tap directly into construction teams workflows to automate site reporting and admin all via WhatsApp.
Since then, the global "Observed Exposure" has only grown larger. We’ve seen AECOM’s strategic acquisition of Consigli AS, signalling a massive bet on AI-integrated design automation capabilities³. We’ve watched the seamless rollout of AI assistants within Revit⁴, and we’ve seen architects like Shajay Bhooshan at Zaha Hadid Architects (ZHA)⁵ leaning in heavily towards generative AI to push the boundaries of computational design.
Our industry isn't "missing the mark." We are experimenting, testing, and deploying at a scale that traditional labour market research hasn't yet learned how to measure and benchmark.
Bridging the "Exposure Gap"
The real question for IBEW 2026 is: Why does that gap between the 0.8 "Theoretical" and the <0.2 "Observed" exist?
The answer isn't a lack of ambition; it’s a lack of infrastructure and accountability. You cannot scale an 80% theoretical AI coverage if your data foundations are built on "garbage in, garbage out" workflows. You cannot trust an algorithm to optimise a structural load if the legal safeguards aren't there to catch the fall. You can’t leverage on AI if your teams and people aren’t trained and set up for success.
This is exactly why the IBEW 2026 Conference has been engineered to move beyond the "wow" factor of AI tools and into the structural mechanics of adoption. Starting off with Plenary 1 “Presidents’ Perspectives: Our Future in the Built Environment” we set the stage by asking the question, “How will AI, Talent challenges and sustainability impact the industry and our professions?”. Will AI really come at the expense of our professions, or will it allow us to be better, smarter and more productive? These are questions that IBEW 2026 aims to confront.
Following through with sessions like "Unlocking Built Environment AI with Standardized Data" (Breakout 1.1),and, "Accountability in the AI Age: Human Oversight, Cross-Disciplinary Trust and Legal Safeguards" (Breakout 1.4), we expand the conversation into what the industry needs to be in place before we can truly maximise the promised benefits of AI.
The Human Bridge: Talent as the Final Piece
If AI provides the engine, then our Human Capital is the driver. Anthropic’s research suggests construction lacks "AI Coverage" because the physical act of building remains inherently human. We agree—but we see this as our greatest strength, not a limitation.
The "Observed Exposure" of technology only increases when the people on the frontline are empowered to use it. This year, we are taking our long-standing commitment to Lean Construction and viewing it through a human-centric lens. Our session "How Takt and LPS Empowers Site Teams" (Breakout 2.3) isn't just about scheduling; it’s about using the Last Planner System as a catalyst to synchronise people, tools, and processes.
We are also confronting the cultural "software" of our industry. In "Harnessing the Collaborative Mindset" (Breakout 2.6), we examine how frameworks like NEC 4.0 and Clause Y are essential to de-programming the adversarial thinking that blocks innovation.
The 2026 Mandate
The IBEW 2026 Conference is designed to be the "Sandbox" where the industry’s hidden innovation comes to light. We are moving past the era of mere experimentation. Whether it’s through Agentic AI in Construction and Project Management (Breakout 1.5) or Use of AI in Engineering and Construction (Breakout 1.2 and Breakout 1.3), we are showing that the Built Environment is ready to claim its 0.8 theoretical potential.
The data says we are lagging. The ground says we are leading. IBEW 2026 has scoured the world to bring the brightest minds and leading adopters of AI to Singapore. Over three days, hear from the industry personalities and academics challenging what is possible when AI is backed by the right people, data, and processes. Stay tuned for our first speaker lineup at the official launch and join us in Singapore to prove the spreadsheets wrong.
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Browse our previous insights from The Producers' Desk here.
IBEW Expert Series Sources
Based on insights from the 2025 Expert Series.
- Session 1.7: Use Cases of AI in BIM and Project Management
- Session 1.8: Applying Lean Construction Methodology
- Session 1.9: BIM Data Capture, Management & Exploitation
- Session 1.10a: Deep Dive on New Tech Application (Robotics)
- Session 1.10b: Deep Dive on New Tech Application (Prefab MEP)
- Session 2.8: Harnessing Building Intelligence and Data
- Session 2.14: Success Stories from the Green Building Innovation Cluster