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Synthetic demo · privacy + drift on one screen

A transparent PBM is only as transparent as its ability to notice when its own models drift and its own data leaks.

One screen, two verdicts, on a synthetic claims stream shaped like a pass-through PBM's pipeline (adjudication to lowest-net-cost routing to a partner-marketplace egress). It runs on load. Flip one preset to see a healthy pipeline turn leaky and drifted. Click a hop to see what inferred-diagnosis PII it carries; open a SEV to see who gets paged.

Preset (one click is the whole demo)

Everything below updates from this toggle. Sliders aren't needed; the verdict is the demo. (The PII method and the drift method each have their own focused tool in the nav above.)

Privacy: inferred-diagnosis PII per hop (click a hop)

Drift: are the savings, routing, and prior-auth metrics paging anyone?

Sources & method