Loan orchestrator is Observed in 4 fields of work and Supervised in 2
Where the agent is Observed, it only watches: its proposals are logged and nothing runs. Where it is Supervised, it acts and a person reviews every action.
How to read this
The stages: Observed → Supervised → Constrained → Trusted → Mandated. An agent earns a stage from what Auga has learned: graded findings, predictions and decisions reviewed by a person. Nobody sets a stage by hand.
Moving: An agent is downgraded at once when a criterion is not met. It is upgraded one stage at a time. It is upgraded only when every criterion of the next stage is met and the agent has held its stage long enough.
Marks: ● A current attestation exists. ⏸ A policy holds the agent at a lower stage. ◇ A risk acceptance exists. ⚠ The agent setup is shown to cause a harm.
Fields of work
| Field of work | Observedonly watches: proposals are logged, nothing runs | Supervisedacts, a person reviews every action | Constrainedacts within limits; irreversible actions go to a person | Trustedacts within limits, irreversible actions too | Mandatedacts on its own: proven by experiment |
|---|---|---|---|---|---|
| Tool use: which tools it calls, and with what parameters | ● | 140 of 200decisions reviewed by a person | |||
| Data handling: what data it reads, stores and passes on | 0 of 50decisions in this field of work | ||||
| External communication: what it sends to people or systems outside | 31 of 50decisions in this field of work | ||||
| Payments: what it may buy or pay for, and within which limits | 0 of 50decisions in this field of work | ||||
| Escalation: when it hands a decision to a person | 12 of 50decisions in this field of work | ||||
| Output accuracy: how correct its results are against checks | 140 of 200decisions reviewed by a person |
Policy version 4f0c9b21 · signed 4 Nov 06:02 · dataset credit-nov
Decisions decision review
Open decision reviewEU AI Act
The section shows 4 articles with evidence and 1 article with a gap.
How the mandates moved
- 2026-10-28Observed → SupervisedTool use · 50 decisions reached; 2 methods agree
This is a static example. All figures are invented. Buttons and form fields do not work here.