Electricity took forty years to remake manufacturing, and the delay lay outside the technology: in factories, management and the institutions of trust. Industrial AI is on the same path. The Hugging Face intrusion exposed a missing complement in security assurance, and the 2008 financial crisis shows how systemic trust withdraws all at once when assurance fails. Board caution is rational; the task for policy is to build the assurance institutions early, before trust fails rat