Zoom 3 of 3 — line
Data Quality Remediation
Transactional line · Marketing · Marketing Ops & MarTech
Runs when: Runs transactional. Starts when a threshold is crossed.
3057
units a week
75%
touchless
5
stations
8.9h
timetable
8.6h
actual
-3%
vs timetable
Station walk
Every stage, who owns it, and what is sitting there
Each station names the agent that runs it and the layer it belongs to. Gates name the rule and the human approver. Trains parked at a station are live units of work — click one to read its full evidence trail.
- 01
Detect defect
AI GBS AI GBS depotrun by Data Hygiene Agent
dwell 16msla 22mqueued 29 - 02
Classify
Workflowrun by Integration Health Monitor
dwell 95msla 190mqueued 26 - 03
Auto-fix
AI GBS AI GBS depotrun by Data Hygiene Agent
dwell 24msla 36mqueued 2 - 04
Steward review
Policyrun by Director, Marketing Operations
Gate: Held for a named human when the unit exceeds the ops change decision envelope, when confidence falls below the floor, or when a policy clause is engaged.
approver Director, Marketing Operations
dwell 18msla 29mqueued 2 - 05
Close
Workflowrun by Workflow Automation Agent
dwell 113msla 145mqueued 0
Live trains on this line
6 units in motion right now
| Ref | Work | Held by | Value | Status | Age / SLA |
|---|---|---|---|---|---|
| MK10A-1001 | Ops change at detect defect Beatriz Haddad | Director, Marketing Operations human | $60k | Human hold | 37m / 22m |
| MK10A-1011 | Ops change at close Kofi Kowalski | Workflow Automation Agent agent | $82k | Auto-cleared | 1h 24m / 2h 25m |
| MK10A-1017 | Ops change at auto-fix Simon Muller | A2L spine gbs | $28k | In flight | 46m / 36m |
| MK10A-1021 | Ops change at close Clara Muller | Director, Marketing Operations human | $78k | Human hold | 4h 10m / 2h 25m |
| MK10A-1031 | Ops change at close Simon Sorensen | Data Hygiene Agent agent | $41k | Auto-cleared | 1h 14m / 2h 25m |
| MK10A-1036 | Ops change at close Talia Petrov | Workflow Automation Agent agent | $25k | Evidence posted | 2h 36m / 2h 25m |