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. The same actions are held in the append-only evidence spine with their authority grant, version stamps and hash links; open the auditor pack to see them.

  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

Plain reading of the current state

Green. The agent completed this station inside its authority envelope, the confidence threshold was met, and no gate rule was triggered. Nobody was asked to look at it.