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Drift Response
Transactional line · Research & Development · Data Science & Modeling
Runs when: Runs transactional. Starts when a request lands in the queue.
7707
units a week
82%
touchless
6
stations
17.4h
timetable
14.6h
actual
-16%
vs timetable
Station walk
Every stage, who owns it, and what is sitting there
Each station names the agent that runs it and the layer it belongs to. more
- 01
Detect drift
AI GBS AI GBS depotrun by Feature Engineering Agent
dwell 154msla 323mqueued 30 - 02
Diagnose
Workflowrun by Model Training Agent
dwell 172msla 388mqueued 7 - 03
Retrain
AI GBS AI GBS depotrun by Feature Engineering Agent
dwell 37msla 80mqueued 19 - 04
Validate
AI GBS AI GBS depotrun by Feature Engineering Agent
dwell 79msla 157mqueued 23 - 05
Approve promotion
Policyrun by Director, Data Science
Gate: Held for a named human when the unit exceeds the model decision envelope, when confidence falls below the floor, or when a policy clause is engaged.
approver Director, Data Science
dwell 240msla 295mqueued 3 - 06
Deploy
AI GBS AI GBS depotrun by Feature Engineering Agent
dwell 92msla 213mqueued 8
Live trains on this line
5 units in motion right now
| Ref | Work | Held by | Value | Status | Age / SLA |
|---|---|---|---|---|---|
| RD5B-1000 | Model at validate Simon Tanaka | DATA-ANALYTICS spine gbs | $89k | In flight | 1h 0m / 2h 37m |
| RD5B-1007 | Model at retrain Daniel Costa | DATA-ANALYTICS spine gbs | $42k | In flight | 19m / 1h 20m |
| RD5B-1019 | Model at detect drift Hannah Delgado | DATA-ANALYTICS spine gbs | $2k | In flight | 1h 12m / 5h 23m |
| RD5B-1027 | Model at validate Hiro Baptiste | DATA-ANALYTICS spine gbs | $31k | In flight | 1h 45m / 2h 37m |
| RD5B-1032 | Model at detect drift Zara Kaplan | DATA-ANALYTICS spine gbs | $84k | In flight | 5h 24m / 5h 23m |