Govern · agent risk record · Human Resources
PIP Drafting Agent
depth-agent
Volume is too low for a statistically meaningful fairness reading at 180 plans a month across four jurisdictions. The platform reports insufficient sample rather than a ratio.
Classification
Why this agent sits in this class, under which regime
Human oversight
The measure, and the person it is attached to
How an affected person contests this
The route, the named human at the end of it, and the service level
Adverse-impact readings behind this agent
Performance improvement plan drafting · Jul 2026
| Cohort | Compared with | n | Selection rate | Reference rate | Impact ratio | Reading |
|---|---|---|---|---|---|---|
50 and over age-band | 30 to 39 | 25 | 2.5% | 3.2% | 0.80 | Below reporting floor Below the reporting floor. 1 selections against a floor of five, so no ratio should be read from this cell. |
40 to 49 age-band | 30 to 39 | 41 | 3.0% | 3.2% | 0.93 | Below reporting floor Below the reporting floor. 1 selections against a floor of five, so no ratio should be read from this cell. |
Under 30 age-band | 30 to 39 | 49 | 3.6% | 3.2% | 1.12 | Below reporting floor Below the reporting floor. 2 selections against a floor of five, so no ratio should be read from this cell. |
Women Gender | Men | 79 | 2.8% | 3.0% | 0.91 | Below reporting floor Below the reporting floor. 2 selections against a floor of five, so no ratio should be read from this cell. |
Open alarms on this decision point
Derived from the readings, never authored by hand
What this record is, and what it is not
Read this before quoting anything above
Fairness readings computed on modeled data demonstrate the instrument, not a real audit result. The classification, the oversight measure, the explanation surface and the appeal route are design decisions recorded here so they can be argued with; the population behind the readings is modeled.
No agent on this register carries an independent third-party conformity assessment. Every assessment on file was made by the operator.
Appeal outcomes are recorded against the evidence spine where a unit reference exists. Where the evidence column reads “not recorded”, the appeal was resolved outside the spine and that is a gap, not a rounding.