AI & Privacy · 24 June 2026 · 4 min read
Why officials fear AI — and why they are half right
Keeping AI out of a ministry is not technophobia. It is a reasonable response to how most AI is built — and the fix is to change where it runs.
Talk to a director in a ministry, a bank, or a hospital and you will hear the same hesitation about AI. It is rarely about the technology being weak. It is about trust — specifically, about where the questions and documents go once someone clicks send.
That instinct is not paranoia. It is a correct reading of how most AI products work. And it points directly at the thing that has to change.
The fear is really about custody
When a public official worries about AI, they are almost never worried that the answer will be wrong in a harmless way. They are worried about custody: the moment a citizen's file, a draft policy, or a contract leaves the building and lands on a server they do not control.
Once data leaves, the questions multiply. Who can read it? Under whose law is it stored? Can it be produced in a foreign court? Is it used to train a model that a competitor will later query? None of these have comfortable answers when the assistant lives on the public internet.
Where they are half wrong
The half that is wrong is the conclusion that the safest move is to ban AI outright. That leaves real productivity — faster answers, cleaner summaries, better search across their own documents — on the table, while staff quietly paste sensitive text into consumer chatbots anyway. A ban you cannot enforce is worse than no ban.
The better move is to remove the reason for the fear. If the assistant and the model both run on the organization's own computers, the document never leaves. There is nothing in transit to intercept, nothing on a foreign server to subpoena, and nothing to train someone else's model.
The question to ask a vendor
There is one question that separates the two worlds: when I ask about my document, where is it processed? If the honest answer is a third-party inference cloud, every governance concern that follows is real.
Sanad processes work content on employee devices or the organization server. Its licensing and update services receive operational identifiers and dates, not documents, prompts, answers, transcripts, notes, or generated work.