four ways it goes wrong

  1. 1

    The architecture was wrong, and now it's expensive to switch

    A pattern that suited the demo gets locked in before anyone asks what the system must do at scale, under audit, or when the model changes.

    Prevented by Assess →
  2. 2

    The integration skipped security review, so it never ships

    Security finds the design late, sends it back, and the project stalls between proof of concept and production.

    Prevented by Build →
  3. 3

    A safety control everyone assumed was there fails at the worst moment

    Screening and authorisation that were never placed deliberately don't fail closed when an input or tool call goes wrong.

    Prevented by Build →
  4. 4

    The design only one person understands collapses at handoff

    Configuration and know-how live in one engineer's head, so the system degrades the week they move on.

    Prevented by Enable →

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