Zoom 3 of 3 — line
Model Development
Transactional line · Research & Development · Data Science & Modeling
Runs when: Runs transactional. Starts when a scheduled window opens.
2326
units a week
76%
touchless
8
stations
16.1h
timetable
13.6h
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
Frame problem
Workflowrun by Feature Engineering Agent
dwell 44msla 60mqueued 0 - 02
Engineer features
AI GBS AI GBS depotrun by Feature Engineering Agent
dwell 152msla 271mqueued 31 - 03
Train
AI GBS AI GBS depotrun by Feature Engineering Agent
dwell 89msla 210mqueued 13 - 04
Validate
AI GBS AI GBS depotrun by Feature Engineering Agent
dwell 179msla 237mqueued 27 - 05
Explainability pack
Workflowrun by Explainability Agent
dwell 83msla 147mqueued 4 - 06
Reviewer approve
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 81msla 144mqueued 9 - 07
Register
AI GBS AI GBS depotrun by Feature Engineering Agent
dwell 130msla 181mqueued 2 - 08
Deploy
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 181msla 410mqueued 8
Live trains on this line
9 units in motion right now
| Ref | Work | Held by | Value | Status | Age / SLA |
|---|---|---|---|---|---|
| RD5A-1005 | Model at engineer features Pierre Bianchi | DATA-ANALYTICS spine gbs | $59k | Evidence posted | 3h 25m / 4h 31m |
| RD5A-1009 | Model at engineer features Kofi Ellery | DATA-ANALYTICS spine gbs | $41k | Evidence posted | 2h 48m / 4h 31m |
| RD5A-1018 | Model at deploy Pierre Nakamura | Model Training Agent agent | $61k | Evidence posted | 6h 18m / 6h 50m |
| RD5A-1024 | Model at explainability pack Amara Sorensen | Validation Agent agent | $20k | In flight | 1h 22m / 2h 27m |
| RD5A-1031 | Model at reviewer approve Yuki Baptiste | Model Training Agent agent | $54k | Evidence posted | 1h 11m / 2h 24m |
| RD5A-1038 | Model at reviewer approve Zara Ito | Director, Data Science human | $59k | Human hold | 27m / 2h 24m |
| RD5A-1046 | Model at explainability pack Sofia Lindqvist | Modeling Orchestrator agent | $31k | In flight | 1h 24m / 2h 27m |
| RD5A-1053 | Model at validate Pierre Ellery | Director, Data Science human | $2k | Human hold | 6h 4m / 3h 57m |
| RD5A-1060 | Model at validate Zara Baptiste | DATA-ANALYTICS spine gbs | $3k | In flight | 3h 13m / 3h 57m |