Data Quality
ADVAIT Data Quality Governance
Freshness, range checks and completeness scored per machine and rolled up to the section.
Avg DQ Score
95.6
0 – 100
Degraded (< 90)
0
Critical (< 80)
0
Rules Active
18
Governance rules
DQ Score Distribution
Section DQ
Machines needing attention
| Machine | Section | DQ |
|---|---|---|
| Flexible-16 | Flexible Shop | 92 |
| H8-10 | H8 | 92 |
| H8-22 | H8 | 92 |
| H8-30 | H8 | 92 |
| H8-1-24 | H8-1 CNC / VMC | 92 |
| H111-05 | H111 | 92 |
| H8-1-12 | H8-1 CNC / VMC | 92 |
| H111-16 | H111 | 92 |
| Bus-11 | Bus Bar | 92 |
| H8-35 | H8 | 92 |
Governance Rules
- Tag freshness ≤ 5sFreshness
- Range validation on cycle timeRange
- Completeness ≥ 98% per shiftCompleteness
- Deadband filtering on analog signalsSignal
- Timestamp monotonicity at WP500Time
- Cross-signal correlation (state ↔ count)Correlation
- Alarm code whitelistGovernance
- Payload schema (OT-MES v2.1) enforcedSchema