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. Gates name the rule and the human approver. Trains parked at a station are live units of work — click one to read its full evidence trail.
- 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 |