LensReading which lens this session carries.
HR11A-1018In flightmedium materiality

Change at detect defect

Talia Okafor

Human Resources · HR AI-IT · HR11A Data Quality Remediation

$87k

value

90%

confidence

34

people affected

2h 2m

age

2h 30m

sla

20%

progress

Currently held by

Access & SoD Agent

An agent owns the next move

Raised by

Naomi Petrov

Requester of record

At station

Detect defect

Workflow layer · station 1 of 5

Where this train is on the line

HR11AData Quality RemediationTransactional · 5 stations

Detect defect

1 live

Classify

17 q

Auto-fix

37 q

Steward review

8 q

Close

27 q

Evidence trail

Every station this unit has passed, who acted, and what they left behind

This is the readable trail. The same actions are held in the append-only evidence spine with their authority grant, version stamps and hash links; open the auditor pack to see them.

  1. Holding at detect defect

    -122m

    HRIS Data Quality Agent

    Inputs, rule version and output hash written to the evidence log

What happens next

The next station and its rule

Classify

run by Integration Health Monitor · Workflow layer

No gate here. The agent clears this station inside its envelope and posts evidence.

Why the signal is what it is

Plain reading of the current state

Green. The agent completed this station inside its authority envelope, the confidence threshold was met, and no gate rule was triggered. Nobody was asked to look at it.