LensReading which lens this session carries.
MK10A-1017In flightlow materiality

Ops change at auto-fix

Simon Muller

Marketing · Marketing Ops & MarTech · MK10A Data Quality Remediation

$28k

value

98%

confidence

27

people affected

46m

age

36m

sla

60%

progress

Currently held by

A2L spine

Running in the shared AI GBS spine

Raised by

Clara Sandoval

Requester of record

At station

Auto-fix

AI GBS layer · station 3 of 5

Where this train is on the line

MK10AData Quality RemediationTransactional · 5 stations

Detect defect

29 q

Classify

26 q

Auto-fix

1 live

Steward review

2 q

Close

0 q

Evidence trail

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

This is the readable trail.

  1. Cleared detect defect

    -46m

    Data Hygiene Agent

    Spine control pack posted, three-way evidence attached

  2. Cleared classify

    -31m

    Integration Health Monitor

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

  3. Holding at auto-fix

    -15m

    Data Hygiene Agent

    Spine control pack posted, three-way evidence attached

What happens next

The next station and its rule

Steward review

run by Director, Marketing Operations · Policy layer

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

Why the signal is what it is

Derived from time against commitment, not from the state

Amber. Either this item is at or past the time it was committed to and is not material enough to escalate, or it is inside the time but has burned three quarters of it while carrying high or critical materiality. Amber says nothing about who holds it: an item can be amber and moving normally through an agent.

clock 46m against a commitment of 36m · 128% of the time used
materiality low · blast radius 27 records or people downstream
state in-flight — held separately, and deliberately not part of this reading

Past SLA by 10m · 27 people or records downstream of this decision