oppiOS / Clementine
Every recommendation carries a rating.
You set the line.
Below it, OPPI asks.
Above it, OPPI acts.
Configure how much autonomy OPPI has. Higher trust = more autonomous action.
Assumed confidence when OPPI has no outcome data yet. Real data replaces this over time.
Confidence % required for OPPI to auto-execute actions at each risk level.
Create checklist, send notification
Reassign tasks, adjust prep list
Send staff home, change pricing
Station closure, compliance, legal
Wage %, roster, staff actions
Revenue, service, tasks
Legal, safety, regulatory
POS/WFM feed health
Unusual trading patterns
The rating
The Clementine Confidence Rating is calculated from how accurate OPPI's history has been in this venue, how consistent the pattern is, and how predictable the outcome has been. It is venue-specific by construction: Clementine learns this venue, not venues in general.
The floor
In the control panel the confidence floor is a dial. Below it OPPI proposes and a person decides. Above it, for actions under the low-risk gate, OPPI may act. High-risk actions have their own, higher gate. The rating is OPPI's; the floor is yours.
Where it shows
The rating is not hidden in a settings page. It sits on an SOP OPPI drafted, on a diagnosis in oppiGPT, on an event in Today's popover, and on each branch of the Immune System's decision tree. When OPPI is unsure, you can see it.
What it does
A score on every recommendation and prediction.
Built from this venue's accuracy, patterns and outcomes.
Set in the control panel: below it OPPI asks, above it OPPI acts.
A lower gate for low-risk actions, a higher one for high-risk.
On SOPs, diagnoses, events and the Immune System's decisions.
Past episodes and their results feed the next rating.
Its confidence indicator says how much evidence it rests on.
The Immune System's gate reads the rating before it acts.
Week one the floor is high. It comes down as the ratings earn it.
Sure enough to act, or honest enough to ask.
The rating on every recommendation, and the floor you set.