retraining · JOB-9281 · 62%

Models6catalog

Prod healthy4 / 62 need attention

Avg MAPE9.6%↓ 0.4pp wk

Drift hotspots3features

RLHF accept74%↑ 3pp 7d

Active jobs21 queued

Policy verv3.14auto-promoted

Data Health Source Sync Prediction Store Model Catalog Version Detail Training Jobs Drift Monitor RLHF Feedback

Source sync status

continuous ingest · SLA monitored

Source	Type	Status	Lag	SLA	Rows / day	Errors	Freshness
Oracle TMS	transactional	ok	2m	15m	1,284,923	0
OPIS Fuel Index	market	ok	14m	60m	8,412	0
Carrier EDI 214	stream	ok	1m	5m	442,918	2
SAP WMS	transactional	warn	31m	30m	99,421	4
NOAA Weather	external	ok	4m	30m	12,942	0
DAT Rate Index	market	fail	88m	60m	5,512	12
Accessorial Ledger	transactional	ok	9m	30m	281,044	1
Salesforce CRM	reference	ok	22m	60m	4,128	0

Signal QC

data freshness · validity

Label completeness0.960

Schema validity0.990

Null ratio (target)0.012

Drift PSI (global)0.180

Outlier ratio0.024

Backfill coverage0.930