A quiet amnesty response is not relief.
At some point in every AI Framing Sprint, the Tool Register gets built and the Guardrails go up. That is the moment you have to actually ask people what they are already using.
Not as an audit. As an amnesty. Come forward now, no consequences, and we will bring it into the light together.
Normally, the room responds. Once people genuinely believe it is safe to say so, a large share of them put their hand up. Tools they had been using quietly. Workarounds nobody had approved. Relief, more often than not, that someone finally asked.
That is the pattern worth expecting. It is also the pattern that makes the exception worth noticing.
When almost nobody puts their hand up, that is not a sign of a well-governed organisation. It is usually a sign the room does not yet believe this is really an amnesty. Silence in that moment is not compliance. It is distrust, wearing compliance's clothes.
A flood of hands is the healthy result. Near silence is not the absence of shadow AI. It is usually the presence of more of it, still hidden.
This is why the Purpose Statement and the Guardrails have to exist before the ask, not after it. People need a real reason to believe the ground has shifted before they will admit what they have been doing on it. Read a quiet room as a flag, not a win.
This is one observation from real AI Framing Sprint engagements, generalised and anonymised. There are more where this came from.
See what we've learned delivering it →