Reliability Risk Scoring
AI-driven risk assessment for boards, batches, and suppliers
AJ
Ajay Pramod
Engineering Lead
3
Critical Risks
3
High Risks
73
Avg Risk Score
1
Improving
Risk Heatmap
Filters
Risk Assessments (8 entities)
95
batch degrading
EdgeAI-T1 Batch 2025-01
Updated Jan 28, 2025
Critical
91
board degrading
EdgeAI-T1 Rev A
Updated Jan 28, 2025
Critical
85
board degrading
DisplayCtrl-4K Rev A
Updated Jan 28, 2025
Critical
78
board stable
CommLink-5G Rev A
Updated Jan 28, 2025
High
78
batch stable
PowerCtrl-X7 Batch 2024-11
Updated Jan 28, 2025
High
62
board degrading
PowerCtrl-X7 Rev C
Updated Jan 28, 2025
High
52
supplier stable
ShenZhen PCB Co
Updated Jan 28, 2025
Medium
45
supplier improving
TechBoard Manufacturing
Updated Jan 28, 2025
Medium
What-If Scenario Simulator
Failure Rate (wt 30%)95
050100
Cost Impact (wt 25%)88
050100
Trend (wt 20%)92
050100
Customer Impact (wt 15%)85
050100
Design Maturity (wt 10%)95
050100
Projected Score
91
Critical
Batch Monitoring
8 production batches tracked
| Batch ID | Board Model | Production Date | Qty | Supplier | Defect Rate | Risk Score | Inspection |
|---|---|---|---|---|---|---|---|
| BAT-EAT1-2025-01 | EdgeAI-T1 | Jan 1, 2025 | 2,000 | PrecisionCircuits Ltd | 12% | 91 | failed |
| BAT-DC4K-2024-08 | DisplayCtrl-4K | Aug 10, 2024 | 2,000 | TechBoard Manufacturing | 9% | 82 | failed |
| BAT-PCX7-2024-11 | PowerCtrl-X7 | Nov 1, 2024 | 5,000 | ShenZhen PCB Co | 8.2% | 78 | failed |
| BAT-CL5G-2024-06 | CommLink-5G | Jun 15, 2024 | 3,000 | TechBoard Manufacturing | 5.1% | 65 | passed |
| BAT-MDH8-2023-09 | MotorDrv-H8 | Sep 20, 2023 | 8,000 | ShenZhen PCB Co | 2.5% | 35 | passed |
| BAT-APV2-2024-02 | AudioProc-V2 | Feb 28, 2024 | 4,000 | GlobalPCB Inc | 2.2% | 30 | passed |
| BAT-SHM3-2024-03 | SensorHub-M3 | Mar 10, 2024 | 6,000 | GlobalPCB Inc | 1.8% | 25 | passed |
| BAT-PSU-2024-01 | PSU-Industrial | Jan 15, 2024 | 15,000 | ShenZhen PCB Co | 1.5% | 18 | passed |
Risk Score Trend (6-Month)
Historical risk score movement for key board models
EdgeAI-T1
DisplayCtrl-4K
CommLink-5G
PowerCtrl-X7
Risk Score Legend
Critical80-100
Immediate action required
High60-79
Close monitoring needed
Medium40-59
Standard monitoring
Low0-39
Acceptable risk level