All use cases

Live demonstration · Life Sciences

An AI flagged the signal. A person decides whether to pull the lot.

An AI quality system detected a stability signal and modeled a potential recall. But deciding whether to pull product from the market carries enormous liability — a qualified human must own it.

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Helios Biopharma
Quality · field action

An AI quality system detected a stability deviation in a distributed product and modeled the scope of a potential field action.

Recalling — or choosing not to — carries patient-safety and corporate liability. A qualified human must own the decision and its consequences.

AI quality signal · field actionFA-2026-014 — Stability deviation
Out-of-trend result on one distributed lot
Patient-risk estimate: low but non-zero
Model scope: voluntary recall of 1 lotRecall decision requires a qualified human
Make the call — and sign

You'll be asked for a device passkey, such as Touch ID — that's how we prove a real person signed.

Why a human must sign: A recall — or the decision not to act on a quality signal — carries patient-safety and corporate liability that a qualified human must own.