Why the next phase of construction AI may depend less on chatbots — and more on spatial intelligence.
In a city shaped by history, climate mandates and civic scrutiny, construction has become an exercise in restraint rather than expansion.
From census categories to apprenticeship gates, the industry didn’t just skew male but was structured to make women invisible.
One woman’s story of building a career on curiosity, community and showing colleagues another way.
Women now make up a larger share of the construction workforce than ever. But skilled trades, safety and retention still lag.
As AI, data centers and advanced manufacturing surge, the real constraint on growth isn’t capital or software, but the skilled labor and physical systems required to build them.
AI-ready machines have arrived, but the workflows behind them are still stuck in the trailer.

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