Automation is a bidding advantage, not just a time saving
Hours returned by automation only create value when they are redeployed. The highest-value place to redeploy them is the bid.
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Opinions on the future of engineering delivery.
Short essays on design automation, computational engineering and governed AI in architecture, engineering and construction.
Data before models: why a uniform schema beats a smarter AI
Most AI disappointments in engineering are data problems. Before choosing a model, fix the library it reads from.
ReadRules first. AI for judgment.
The fastest way to lose trust in AI is to use it for work that rules already do well. A practical split for engineering teams adopting AI.
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