LensReading which lens this session carries.
MK10A-1011Auto-clearedmedium materiality

Ops change at close

Kofi Kowalski

Marketing · Marketing Ops & MarTech · MK10A Data Quality Remediation

$82k

value

85%

confidence

17

people affected

1h 24m

age

2h 25m

sla

100%

progress

Currently held by

Workflow Automation Agent

An agent owns the next move

Raised by

Naomi Nakamura

Requester of record

At station

Close

Workflow layer · station 5 of 5

Where this train is on the line

MK10AData Quality RemediationTransactional · 5 stations

Detect defect

29 q

Classify

26 q

Auto-fix

2 q

Steward review

2 q

Close

1 live

Evidence trail

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

This is the readable trail.

  1. Cleared detect defect

    -84m

    Data Hygiene Agent

    Spine control pack posted, three-way evidence attached

  2. Cleared classify

    -67m

    Integration Health Monitor

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

  3. Cleared auto-fix

    -50m

    Data Hygiene Agent

    Spine control pack posted, three-way evidence attached

  4. Cleared steward review

    -34m

    Director, Marketing Operations

    Approval recorded with rationale and policy clause cited

  5. Holding at close

    -17m

    Workflow Automation Agent

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

What happens next

The next station and its rule

This is the last station.

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.

clock 1h 24m against a commitment of 2h 25m · 58% of the time used
materiality medium · blast radius 17 records or people downstream
state auto-cleared — held separately, and deliberately not part of this reading