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Automation Depth and Feature Coverage Data Analysis

Explore a comprehensive breakdown of automation depth, feature coverage conditions, and backlog complexity segmentation across over 3.7 million parts.

#automation-depth#feature-coverage#data-analysis#backlog-management#process-automation#efficiency-metrics
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Automation Depth Distribution — All Conditions

Chart

LOW (≤30%)

Shallow automation — needs deepening

1,607,089
PARTS

MEDIUM (30–80%)

Majority zone — optimization target

1,793,388
PARTS

HIGH (>80%)

Fully mature — small minority

387,445
PARTS
Category Low ≤30% Medium 30-80% High >80%
Strategic
Estimated breakdown
 36,830 73,660 73,659
Arrow
Main low-depth contributor
 170,123 99,238 14,177
BOM
Moderate distribution
 71,768 131,575 35,885
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Feature Automation Conditions

Strategic
Arrow
BOM
1.0M 800k 600k 400k 200k 0
552,102
~185k
~280k
~87k
Features = 1
700,169
~235k
~355k
~110k
Features ≤ 2
904,408
~302k
~460k
~142k
Features ≤ 3
FEATURES = 1
552,102 parts — 14.6% of total Done
FEATURES ≤ 2
700,169 parts — 18.5% of total Done
FEATURES ≤ 3
904,408 parts — 23.9% of total Done
STRATEGIC
Relatively deeper automation — fewer parts stuck at low features
ARROW
Largest contributor to shallow automation — priority for depth improvement
BOM
Moderate — significant portion in ≤2 feature range
💡
KEY INSIGHT
Over 900K Done parts have ≤3 automated features — early-stage automation dominates. Arrow contributes most. Feature depth improvement is the #1 quality lever.
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05 | Not Done Parts – Missing Features

Full Backlog Coverage with Category Flagging
Missing Features Distribution — All Conditions
Missed = 1
8,098 (0.2%)
Missed ≤ 2
113,641 (3.2%)
Missed ≤ 3
249,244 (7.1%)
Missed ≤ 5
482,663 (13.8%)
Missed 5–10
772,514 (22.0%)
Missed > 10
2,249,334 (64.2%)
0750K1.5M2.25M
Complexity Segmentation
LOW (≤3 FEATURES)
Quick wins — low effort, high ROI
249,244
MEDIUM (≤5, 5–10)
Key optimization zone — best ROI balance
1,255,177
HIGH (>10 FEATURES)
Complex backlog — requires AI/bulk approach
2,249,334
Backlog by Category
Condition Strategic Arrow BOM
Missed = 1105331440
Missed ≤ 23825,4122,676
Missed ≤ 373512,3665,496
Missed ≤ 51,98523,96312,607
Missed 5–106,66153,65326,389
Missed > 1025,643174,09991,725
# parts completed fets = Automated Fets: 2,767,881  |  Strategic: 24,450  |  Arrow: 179,821  |  BOM: 86,843
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Automation Depth and Feature Coverage Data Analysis

Explore a comprehensive breakdown of automation depth, feature coverage conditions, and backlog complexity segmentation across over 3.7 million parts.

Automation Depth Distribution — All Conditions

Feature Automation Conditions

05 | Not Done Parts – Missing Features

Full Backlog Coverage with Category Flagging

  • automation-depth
  • feature-coverage
  • data-analysis
  • backlog-management
  • process-automation
  • efficiency-metrics