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A Building Cannot Reason From Yesterday’s Data - AutomatedBuildings.comCover image: The PAE Living Building RDF Semantic Model with 127,000 AI Native Relationships between systems. The Case for AI Native Registries, Operational Context, and Live Building Intelligence Everyone is talking about AI. Owners want to know how it will reduce costs, improve resilience, optimize energy use, and help facility teams do more with less. […]

When the Simulation Meets the Real Building - AutomatedBuildings.comSimulations predict buildings. Buildings perform differently. The gap is where intelligence dies. For decades, design intelligence has been stranded after occupancy. The model becomes a report. The report becomes a PDF. The PDF becomes an archive. And the operating building starts telling a different story. After attending SimBuild 2026 in Minneapolis, my strongest observation was […]

Buildings Are for Humans: Keeping AI Grounded in Operational Reality - AutomatedBuildings.comA practical guide for owners on keeping AI and automation aligned with real buildings, real operations, and real human consequences. Why This Matters AI can analyze and optimize at an extraordinary scale. But humans occupy the physical world directly. We experience heat, smoke, distance, danger, comfort, and consequence. Buildings exist for human purposes. Even autonomous […]

Six Days. Two Buildings. One Lesson for Owners. - AutomatedBuildings.comA proof that persistent IDs, shared data, and owner governance can let multiple teams build without vendor lock-in. The first building was the real PAE Living Building in Portland, Oregon, one of the most advanced commercial buildings in the United States, engineered by the very teams occupying it. The second was a cloud-based sandbox environment […]

Buildings Should Not Have to Be Solved Like Crimes - AutomatedBuildings.comWhat crime scene threads reveal about what buildings lose after handover, and why owners, architects, engineers, manufacturers, and builders now have a way to preserve those relationships. Crime scene. 15 minutes. 72 lives. A building that went silent. We started with a crime scene. A fire. A building. Lives at stake. That is the most […]

Shaping Intelligence: How Our Built Environment Must Guide AI Before It Guides Us - AutomatedBuildings.comFrom Churchill’s chamber to Washington, D.C., bridging buildings, data, and governance at a critical moment “We shape our buildings; thereafter they shape us.” Winston Churchill Churchill was referring to the reconstruction of the House of Commons after World War II. The question was simple but profound: Should they rebuild it differently or preserve the structure […]

Your smart building can’t explain itself. Now we know why. - AutomatedBuildings.comIntroducing the Architects of Intelligence 1. Your building has data. It still can’t answer simple questions. We built smart buildings and cities. Or we told ourselves we did. But intelligence isn’t something you declare. It’s something a building has to demonstrate. Control sequences. Integrations. Models. Sensors. Dashboards. And yet, when something goes wrong, we’re still […]

The Meaning of Asset Intelligence in the Age of AI - AutomatedBuildings.comWe built the BIM. Owners are still asking: why don’t my assets know what they are, where they are, or what they mean? We’ve spent decades building up data about our buildings.Models. Systems. Sensors. Dashboards. And now we’re starting to talk about something new: Asset Intelligence. Not more data, but understanding. The ability to ask […]

I'm sorry, Dave. I’m afraid I can't open your smart building controls. - AutomatedBuildings.com“Your owner data is in a proprietary silo. Don’t worry, I will hallucinate an answer.” When we think of AI going rogue, we picture HAL 9000 refusing to open the pod bay doors. But as John Willis recently pointed out at the SCALE 23X open-source conference, HAL wasn’t malicious. It was simply an AI agent […]

The Proof Is in the Ice Cream - AutomatedBuildings.comWhen “Too Complex” Isn’t True: Turning Live Building Systems into an Operational Digital Twin in Days You’ve been told the complexity is non-negotiable. Before you can achieve true operations, you must first endure a months-long, monolithic project to build a perfect model. We took a different path. We started with live data, a single open […]

A Coalition in Motion: Building the Bridges at Machine Speed - AutomatedBuildings.comAt AHR in Las Vegas, the LonMark with C4SB booth theme was “Follow the Yellow Brick Road.” It felt appropriate. Interoperability is not magic; it’s a series of bridges, from models to meaning, from intent to lifecycle, from handover to operations, and ultimately to scale. Our industry often hides behind complexity, layered diagrams, overlapping standards, […]

From Models to Meaning: Bridging the PAE Living Building - AutomatedBuildings.comI’ve written in AutomatedBuildings about the PAE Living Building before. Even as one of the most advanced buildings in the country, a gap emerged after occupancy. Even PAE, the building’s engineers, and occupants, could not easily see how the systems connected as a whole. During design and construction, thousands of decisions shaped how energy flows […]

When Platforms Stop Fighting and Start Connecting - AutomatedBuildings.comWhy the “Platform Wars” Framing Was Already Outdated The session brought together executives from major BAS and platform providers, Tridium, Honeywell, Distech, Greenole, in front of an AHR audience of integrators, engineers, manufacturers, and owners. The expectation was friction.The title implied battle. What actually happened was convergence. I was the only panelist not representing a […]

The Smarter Building Bridge (Models → Meaning → Intent → Lifecycle) - AutomatedBuildings.comFollow the Yellow Brick Road to AHR and ASHRAE in Las Vegas Something unusual is happening at AHR + ASHRAE this year: a cluster of sessions is finally converging around a shared goal, breaking the building data silos we’ve all complained about for years… and showing, live, that it’s actually doable. This is not another […]

2025 → 2026: What Owners Should No Longer Accept - AutomatedBuildings.comI didn’t start 2025 expecting the architecture, engineering, construction and operation (AECO) industry to suddenly change direction. It didn’t. What became clear instead was a widening gap: between those continuing to rely on familiar patterns and those beginning to ask harder, more consequential questions, even when the answers challenged long-standing assumptions. The year opened at […]

Don’t LEED with PDFs - AutomatedBuildings.comLEED v5 Requires Living Data from Buildings: Follow the Yellow Block Road LEED (Leadership in Energy and Environmental Design) is the world’s most widely used green building certification system, developed by the U.S. Green Building Council. At the recent Greenbuild 2025 LA conference, I spent a full day in AI workshops focused on the future […]

Urban AI Meets the Built Environment: Breaking the Firewalls That Keep Buildings Silent - AutomatedBuildings.comWhat I Learned at NeurIPS 2025, Why Buildings Are Still Black Boxes, and How Semantic Architecture Finally Lets Them Speak NeurIPS 2025: The Scale of AI Today NeurIPS, the Conference on Neural Information Processing Systems, is the world’s largest and most influential AI research conference. Earlier this year at an ASHRAE conference, I met Judah […]

The Coalition That Freed the Living Building - AutomatedBuildings.comA true story about decomposing silos, recomposing intelligence, and what’s coming to Vegas in 2026. What happens when a “living building” is alive in every way except its intelligence? The PAE Living Building in Portland is one of the most energy-efficient, forward-looking projects in the world. But, like so many modern buildings, its operational data […]

From Static BIM to Living Systems - AutomatedBuildings.comWhen systems connect, intelligence emerges. The industry debates what a “Digital Twin” is. That’s fine, but it’s not the point. In our October post, ‘It’s Alive: Intelligence and the PAE Living Building,’ we described how the building’s systems began to talk. This follow-up shows the inverse: Intelligence emerges only when the lost pieces reconnect. Human […]

It’s Alive: Intelligence and the PAE Living Building - AutomatedBuildings.comThis Isn’t a Dashboard, It’s a Nervous System. For decades, our industry has been chasing “Smart”: Smart buildings, Smart cities, yet most of what we’ve built has been the opposite. Systems marketed as intelligent are often intentionally disconnected, built on closed, proprietary controls that refuse to talk to each other except through expensive intermediaries. Owners, […]

Intelligence: The Forgotten Sustainable Material - AutomatedBuildings.comWe design buildings and cities for sustainability, daylight, and durability, yet waste the most sustainable resource of all: intelligence itself. We usually think “sustainable” means physical stuff like recycled steel or low-emission glass. But what about intelligence? That’s a super sustainable resource we’re totally overlooking. Even ambitious frameworks like the Living Building Challenge, while pushing […]

Access Denied: When Buildings Don’t Talk, Calamity Does - AutomatedBuildings.com4.1 The Silent Scream of Buildings, and the Cost of Ignoring it In Part 3 we exposed the danger of silence by design. Here, we face its human cost and the path to recovery. In an emergency, missing building data doesn’t just slow response; it puts everyone at risk. Visibility disappears. Context collapses. And in […]

Unsafe by Design for Operations - AutomatedBuildings.comThe inherent dangers of siloed building data, and why open source is the solution. Grenfell Tower, London, 2017 – Unsafe by Design for Operations. A faulty fridge ignited, but combustible cladding and missing safety data turned it into a catastrophe. 72 lives lost. What the Corvair was to cars, Grenfell Tower is to buildings: a […]

Planes, Trains, Buildings & Synchronized Assets - AutomatedBuildings.comA movement to be part of: openBIM turning silos into connected, smart systems across the lifecycle. Assets move at the speed of bytes now. They aren’t static. Planes move through airports. Bridges can fail. Trains run through cities. Even buildings adjust. None of these assets are frozen drawings or static files; they have a heartbeat; ; they […]

Buried Alive: The Building & Asset Data You Forgot You Had - AutomatedBuildings.comTime to take out the trash. If you can’t see it, you can’t secure it. Trapped Data Mixed in with Garbage I’ve spent decades working with federal agencies, universities, hospitals, utilities, and private campuses. And over and over, I’ve seen the same slow-motion pileup: critical building and asset data buried beneath layers of digital debris, […]

Trapped in Translation: Why Smart Building Tech Can’t Communicate - AutomatedBuildings.comYour Building Is Fluent in Dozens of Languages. None of Them Understands Each Other. Smart buildings are everywhere, at least in glossy presentations.The dashboards are sleek. The apps are branded.The promise is compelling.But when you look beneath the surface, the systems still don’t talk.Not to each other. Not to the people who need answers.Not to […]

From Inaction to Innovation: Real Estate Rewired to the Smart AI Building Narrative - AutomatedBuildings.comOn the banks of the Savannah River with UAPs heading to Realcomm (not AI-generated, I saw them with my own eyes!) ONE Cargo Ship from Tokyo, Japan, on the Savannah waterfront Just before Realcomm 2025, I asked a question grounded in optimism: Would this year’s gathering reflect the change I’ve been seeing build across the […]

Making It Real for Your Buildings - AutomatedBuildings.comThe Risk of ROI: Return on Inaction Professionally equipped groups are executing coordinated breaches into buildings, busting down doors, smashing windows, cutting through roofs, and tearing into walls. They arrive in trucks loaded with gear and leave behind a path of destruction within minutes. They don’t ask for permission. They don’t wait for keys. They […]

The Therapy Session Between Digital Twins and AI (Hosted by Reality) - AutomatedBuildings.comI didn’t plan on needing therapy. I’m still trying to recover. After 160+ humans weighed in on AI, energy, ethics, and hallucinations, I found myself in unexpected need of therapy, not from a person, but from clarity. This article is the result of sorting through the noise and finding a signal. Turns out, I found […]

Ai Is the Digital Twin of Humanity and Civilization - AutomatedBuildings.comA civilization-scale shift demands civilization-scale responsibility. Before we talk about Ai and civilization… it’s worth revisiting what a digital twin actually is. A digital twin is a virtual representation of real-world entities and processes, synchronized at a specified frequency and fidelity. That could mean a model of a building, a city, a human heart—or, as […]

From Crime Scenes to Chillers: Lessons from a Zen Master of Building Control - AutomatedBuildings.comRelentless. It waits. It watches. It learns. Then it wraps, and acts. Ai that optimizes your building from the inside out. In 2002, the world watched Minority Report envision a future of predictive policing. But in real life, Keith Gipson was building it a couple of years later. As one of the originators of the […]

We Are Dreamers: Can We Make Ai Civilization’s Most Powerful Digital Twin? - AutomatedBuildings.comBuilt on our knowledge. Guided by our dreams. Shaped by our choices. In my last post, “We Are the Hallucination: AI as a Digital Twin of Humanity,” I explored how AI reflects our mistakes—how it learns from our blind spots, biases, and system failures. But if that’s true, then it’s not just echoing our flaws, […]

We Are the Hallucination: Ai as a Digital Twin of Humanity - AutomatedBuildings.comFor Better or Worse, It Reflects Us All I’ve never been one to blindly chase new tech trends, but I’ve always believed it’s critical to stay ahead of where technology is taking us. That’s especially true now, with AI evolving faster than anything we’ve seen before. Yes, it hallucinates. If you’ve seen my recent posts, […]

Stop Buying Tech Like It’s 1999, Services & Consulting Need a Reboot - AutomatedBuildings.comModern, connected teams are moving forward, but governance and procurement are stuck in the past. It’s time to rethink how we buy, implement, and scale technology before organizations fall further behind. The Future of AI-Driven Teams is Already Here” We’ve already seen what’s possible when modern, connected teams replace traditional, slow-moving processes. In a recent […]

Digital Twins & Ai: Closed Worlds Colliding? - AutomatedBuildings.comReza Rassool on the Future of Edge Intelligence LIVE from SCaLE 22x in Pasadena, we’ve been exploring the intersection of open-source AI, digital twins, and smart infrastructure, and the insights keep coming. AI and Digital Twins were supposed to make buildings and cities smarter. But instead, we may be merging two closed ecosystems, creating an […]

Four Laws for Intelligent Ai & Digital Twins - AutomatedBuildings.comFrom Buildings to Cities, Ensuring Artificial Intelligence & Digital Twins Work for Us, Not the Other Way Around. In 1942, Isaac Asimov introduced the “Three Laws of Robotics” to ensure that intelligent machines would serve, not harm, humanity. Later, Asimov introduced a “Zeroth Law“, stating that: Asimov was ahead of his time. But today, we […]

We Asked Why—Now Here’s How - AutomatedBuildings.comThe Power of Data Ownership For the past month on AutomatedBuilldings and Linkedin, I’ve asked the consequential “Why?” And maybe you’re tired of me asking, “Why?” But that was the point, to dig into the cracks and expose what’s broken. Now it’s time to pivot.Not just to “How do we fix this?” but to “How is it already […]

And the Oscar Goes to... 'Hollywood' BIM & Digital Twins! - AutomatedBuildings.comCelebrating Style Over Substance in Smart Buildings As the Academy Awards honor cinematic excellence, we examine how the allure of ‘Hollywood’ BIMs’ visual appeal frequently wins out over the functional performance of hard-working Digital Twins which contribute to truly smart building design. *Following up on the article: *Why Are Smart Buildings and Cities Dumb? The […]

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