Almost every AI program for leaders asks, at some point, that the participant bring their real case: the company's strategy, the department's budget, the board's agenda. It is understandable — and it is the greatest confidentiality risk a training program can create. Documents leave the company's perimeter, pass through tools that legal never approved and sit in histories no one audits.
The perimeter protocol
At Discernia, confidential data never comes in. The protocol has three steps.
- First: the cases are built for the simulation. Sector, numbers and characters are plausible, and they are ours. In private cohorts, we adapt to the sector — never to the company.
- Second: there are no automatic integrations. The platform does not connect to the company's email, drive or systems. Nothing comes in unless a person decides to paste it — and the rule is not to paste.
- Third: isolation per participant and vendor independence. Each history belongs to that person alone; the models can be swapped without the method changing.
What this costs — and what it delivers
It costs surface realism: you will not see your company's logo in the case. It delivers deep realism: the table is plausible, the pushback is real and nothing you said can come back against you. That is what makes it possible to decide with no audience and no political cost.
Confidentiality is not a policy. It is architecture.
Feel free to quote — with the source.