The agent a chatbot surfaces when someone types “best real estate agent near me” into ChatGPT, Perplexity, or Google’s AI Overview is not necessarily the most experienced or the most active in that zip code. That agent may simply have a website built to be readable by a large language model. The gap between “AI-recommended” ...
For a $50 million construction project, procuring materials typically takes two to three months. For projects in the $1 billion to $2 billion range, procurement alone can consume half a year. In most industries, a supply chain bottleneck of that duration would be treated as a crisis. In construction, it is treated as normal. The ...
For decades, home appraisals have arrived as dense, narrative-heavy documents filled with jargon that most buyers skim before handing back to their lender. A sweeping data-standards overhaul now rolling out across the industry is changing that – and according to Narainder Chandwani, Founder & CEO of apprAIz, a GSE-verified technology platform for appraisers, the new ...
When a Phoenix, Arizona business owner does not like the numbers coming back from a bid, the instinct is often to go out and collect a few more. Mike Marden, a registered architect and licensed general contractor and founder of WDS, a Phoenix-based integrated design-build firm, says that instinct usually backfires, and the extra round ...
Lenders lose money on small mortgages. That single economic fact prices out the buyers who can least afford to be priced out – not through bias, but through arithmetic that treats a $100,000 loan the same as a $500,000 one in processing costs. According to Pavan Agarwal, President & CEO of Sun West Mortgage Company, ...
Every time a home goes on the market in the United States, the listing data – price, photos, square footage, descriptions – enters a multiple listing service. From there, that data gets copied. According to Tim Dain, President & CEO of NorthstarMLS, the regional MLS serving Minnesota, some MLS databases get replicated hundreds or even ...
You found the house. It is 10:30 on a Tuesday night; you are scrolling through listing photos on your phone, and you have three questions you want answered right now. You fill out a contact form. Nobody responds until the next afternoon. By then, you have moved on, or worse, another buyer has moved faster. ...
In almost every industry where technology takes hold, prices eventually fall. Streaming made music cheaper. Digital distribution made books cheaper. Software automation made banking cheaper. But in construction, AI is breaking the pattern – and the people paying for new buildings are the ones left out. The efficiency gains from AI in construction are flowing ...
Automated valuation tools pull comparable sales data from nearby properties and produce confident estimates of what a house is worth. But in metros where housing stock spans more than a century, those estimates often fail to account for physical condition, structural age, and zoning designations that only a human can identify. According to one agency ...
In hurricane-prone parts of the US, the case for 3D-printed housing rests less on speed or novelty than on what the walls are made of. Concrete homes printed by robots carry specific resilience advantages over stick-built wood framing, advantages that matter most in markets where storms, termites, and wildfire threaten conventional structures. Boris Kozlov, Founder ...
Most property owners think of their buildings in terms of square footage on the ground. The walls, the floors, the parking lot – that is the asset. But aviation infrastructure advisors working with developers across the Middle East and the United States are making a different case: the sky above a property is a separate ...
The wood-frame, stucco-clad homes that dominate Southern California residential construction burned by the thousands last year. Concrete does not burn. The technology that once made concrete homes prohibitively expensive for residential use – the formwork, the labor, the time – is now being stripped away by robotic printers laying walls with a precision no human ...
Younger home buyers have more information at their fingertips than any generation before them. But in the Coachella Valley’s eastern communities, that information – particularly instant answers generated by AI tools – is making transactions harder to close rather than helping buyers make better decisions. The problem isn’t that buyers are doing research. It’s that ...
A broken dishwasher in a managed UK flat feels like a simple problem. Report it, someone fixes it, move on. But a single work order can touch dozens of people and cost hundreds of pounds before anyone picks up a tool, not because the management company is negligent, but because the administrative chain between “my ...
A growing number of mortgage lenders are using artificial intelligence to read, extract, and enter data from loan application documents. If that makes you nervous, if you wonder whether a machine might misread your pay stub or transpose a number on your tax return, experts in the space say that concern is both valid and ...
