https://fathygad.me/insights/ Design automation, computational engineering and governed AI in AEC. en https://fathygad.me/insights/automation-is-a-bidding-advantage/https://fathygad.me/insights/automation-is-a-bidding-advantage/Sun, 25 Oct 2026 08:00:00 GMTHours returned by automation only create value when they are redeployed. The highest-value place to redeploy them is the bid. https://fathygad.me/insights/data-before-models/https://fathygad.me/insights/data-before-models/Sun, 25 Oct 2026 08:00:00 GMTMost AI disappointments in engineering are data problems. Before choosing a model, fix the library it reads from. https://fathygad.me/insights/rules-first-ai-for-judgment/https://fathygad.me/insights/rules-first-ai-for-judgment/Sun, 25 Oct 2026 08:00:00 GMTThe 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.