Change at classify
Mei Raman
Human Resources · HR AI-IT · HR11A Data Quality Remediation
$26k
value
96%
confidence
11
people affected
2h 29m
age
3h 3m
sla
40%
progress
Currently held by
Integration Health Monitor
An agent owns the next move
Raised by
Callum Whitfield
Requester of record
At station
Classify
Workflow layer · station 2 of 5
Where this train is on the line
Evidence trail
Every station this unit has passed, who acted, and what they left behind
This is the readable trail. more
Cleared detect defect
-149mHRIS Data Quality Agent
Inputs, rule version and output hash written to the evidence log
Holding at classify
-75mIntegration Health Monitor
Inputs, rule version and output hash written to the evidence log
What happens next
The next station and its rule
Auto-fix
run by Integration Health Monitor · AI GBS layer
No gate here. The agent clears this station inside its envelope and posts evidence.
Handed to the AI GBS depot
Why the signal is what it is
Derived from time against commitment, not from the state
Green. This item is still inside the time it was committed to, and it is not close enough to that line for its materiality to pull it forward. Green says nothing about who holds it: an item can be green and sitting with a person.