LensReading which lens this session carries.
RD5B-1032In flightmedium materiality

Model at detect drift

Zara Kaplan

Research & Development · Data Science & Modeling · RD5B Drift Response

$84k

value

96%

confidence

6

people affected

5h 24m

age

5h 23m

sla

17%

progress

Currently held by

DATA-ANALYTICS spine

Running in the shared AI GBS spine

Raised by

Wren Farouk

Requester of record

At station

Detect drift

AI GBS layer · station 1 of 6

Where this train is on the line

RD5BDrift ResponseTransactional · 6 stations

Detect drift

1 live

Diagnose

7 q

Retrain

19 q

Validate

23 q

Approve promotion

3 q

Deploy

8 q

Evidence trail

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

This is the readable trail.

  1. Holding at detect drift

    -324m

    Feature Engineering Agent

    Spine control pack posted, three-way evidence attached

What happens next

The next station and its rule

Diagnose

run by Model Training Agent · Workflow layer

No gate here. The agent clears this station inside its envelope and posts evidence.

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 5h 24m against a commitment of 5h 23m · 100% of the time used
materiality medium · blast radius 6 records or people downstream
state in-flight — held separately, and deliberately not part of this reading

Past SLA by 1m · 6 people or records downstream of this decision