Dashboard 04 — NCR & Quality Non-Conformance Tracking

MTR C1604 Station Infrastructure · Multi-source digitisation + AI risk prediction

✦ AI 91% accuracy
Live
--:--:--
Monthly NCR Total
32
↑ +2 over target (≤30)
0Target: 30
Open / Overdue
18 / 5
5 overdue  ·  oldest 12 days
Closed This Month
14
↑ +3 vs last month ·  avg 4.2d to close
AI Prediction Accuracy
91%
6-month validated  ·  target ≥85%
NCR Digitisation Sources
📱
Mobile App + Voice
23
72% of total
7 min avg Phase 1 · Active
📄
PDF Markup OCR
5
16% of total
12 min avg Phase 1 · Active
✍️
Manual Entry
4
13% of total
45 min avg Legacy
📡
IoT + Drone CV
Phase 3 — not yet active
24/7 auto-detect Q4 2026
NCR Type Distribution
Current month · 32 NCRs across 7 categories
Dominant: Concrete (31%)
Second: Rebar (22%)
AI-flagged: 8 high-risk
6-Month NCR Trend
Actual vs. Target vs. AI Predicted
✦ AI forecast
Monthly avg: 28
Peak: 38 (Apr '26)
Aug forecast: 22 (AI)
NCR Density by Zone & Type
Bubble size = count · click to filter
Resolution Time by Type
Avg days to close · target ≤5d
Fastest: Surface 2.1d
Slowest: Structural 9.3d
Target: ≤5 days
NCR Lifecycle — Detection to Closure
Current month · 32 NCRs · avg 4.2d end-to-end
✦ AI speeds avg by 2.8d
AI Risk Prediction — August 2026 Forecast (87% confidence)
NCR Register

Active NCR Register

Multi-source digitisation · filter, sort, bulk-action · click row for detail

NCR ID Date ↕ Type Zone Location Source Severity Status Assigned Due Date Age Actions