LensReading which lens this session carries.
IT4B-1025In flightlow materiality

Infrastructure change at auto-remediate low risk

Aaron Raman

Information Technology · Infrastructure & Cloud · IT4B Cost Optimization

$7k

value

86%

confidence

11

people affected

1h 3m

age

4h 6m

sla

50%

progress

Currently held by

IT spine

Running in the shared AI GBS spine

Raised by

Hiro Duarte

Requester of record

At station

Auto-remediate low risk

AI GBS layer · station 3 of 6

Where this train is on the line

IT4BCost OptimizationTransactional · 6 stations

Detect waste

42 q

Model saving

41 q

Auto-remediate low risk

1 live

Owner approve

8 q

Apply

26 q

Verify saving

17 q

Evidence trail

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

This is the readable trail.

  1. Cleared detect waste

    -63m

    Capacity Agent

    Spine control pack posted, three-way evidence attached

  2. Cleared model saving

    -42m

    Cost Optimization Agent

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

  3. Holding at auto-remediate low risk

    -21m

    Capacity Agent

    Spine control pack posted, three-way evidence attached

What happens next

The next station and its rule

Owner approve

run by Director, Cloud Infrastructure · Policy layer

Held for a named human when the unit exceeds the infrastructure change decision envelope, when confidence falls below the floor, or when a policy clause is engaged.

approver Director, Cloud Infrastructure

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 3m against a commitment of 4h 6m · 26% of the time used
materiality low · blast radius 11 records or people downstream
state in-flight — held separately, and deliberately not part of this reading