Model Accuracy
91.7%
rolling labeled set
DEMO ENVIRONMENT
Synthetic data only
3.4.2-demoAI Productionization & ModelOps
BM AI Ops Demo / Predictive Maintenance Data feeds healthy Updated 21s ago
Head of Data · ML Platform · AI Product
Synthetic data notice: this is a functional reference workspace with generated operating records. It demonstrates product behavior and implementation patterns, not a customer deployment.
Release gate: PASS
Feature Drift
11 PSI
within monitoring band
P95 Latency
208ms
target < 250ms
API Error Rate
0.46%
target < 0.50%
Production telemetry
HealthyInference requests / min
Latest 1710
P95 latency · ms
Latest 184
Feature drift · PSI
Latest 11
Model registry & deployment state
| Version | Governance | Accuracy | Dataset | Deployment | Traffic |
|---|---|---|---|---|---|
| v3.4 Production | Approved | 92.4% | equipment-features-2026.09.08 | 2026-09-10 09:20 | 64% |
| v3.5 Candidate | Evaluation | 94.1% | equipment-features-2026.09.11 | Shadow since 2026-09-12 16:40 | 0% |
| v3.3 Rollback | Rollback-ready | 90.8% | equipment-features-2026.08.25 | 2026-08-27 11:10 | 0% |
Release activity
14:00 · Scheduled production evaluation completed.
13:42 · Feature freshness check passed for all 28 required features.
12:30 · Candidate v3.5 shadow traffic evaluation completed.