Live · as of 2026-08-23
30d $7.16M60d $17.28M90d $30.35M
Analysis · Causal Attribution

One cause, many symptoms

Symptoms appear in five modules; the causes are far fewer. Each chain below follows a single site's degradation from its first leading indicator through to margin, using lagged correlation to order the sequence. Fixing the head of a chain removes the exposure of everything below it.

Cause concentration
79%
of total 90-day exposure traces back to the top three causes
Distinct root causes
5
Across all detected slippages
Causal chains
3
2 span multiple modules
Chained exposure
$5.93M
90-day exposure inside identified chains
Repeat episodes
24
Slippages recurring within the window

Root cause ledger

Exposure attributed to each cause, with the modules it surfaces in

Root causeSlippages90-day exposureShareSurfaces inEvidence
Pick Cycle Time5$13.78M45.4%
Warehouse & DistributionDock & Loading
Order Backlog4$3.24M10.7%
Warehouse & DistributionDock & Loading
Units / Labor Hour2$2.38M7.9%
Warehouse & Distribution
Average Dock Dwell8$1.73M5.7%
Warehouse & DistributionDock & LoadingDelivery & Customer SLATrucking & Fleet
Fleet Utilization2$658K2.2%
Trucking & Fleet

Warehouse backlog to margin erosion

Inland Empire DC · correlation strength 95% · $4.39M combined 90-day exposure

  1. Warehouse & DistributionOrigin

    Order Backlog

    1123 vs 643
    +74.7% vs baseline
    $1.48M · 90d
  2. Warehouse & Distribution

    Pick Cycle Time

    20.4 min vs 14.9 min
    +36.6% vs baseline
    $1.70M · 90d · r=1.00
  3. Dock & Loading

    Load Ready on Arrival

    76.7% vs 92.9%
    -17.4% vs baseline
    $75K · 90d · r=0.99
  4. Dock & Loading

    Average Dock Dwell

    160.3 min vs 94.7 min
    +69.3% vs baseline
    $451K · 90d · r=1.00
  5. Dock & Loading

    Detention Minutes / Truck

    49.8 min vs 0.0 min
    +1523323.0% vs baseline
    $537K · 90d · r=0.93
  6. Delivery & Customer SLA

    OTIF

    68.89% vs 93.35%
    -26.2% vs baseline
    $150K · 90d · r=0.81

Labor strain to service failure

Inland Empire DC · correlation strength 82% · $1.03M combined 90-day exposure

  1. Warehouse & DistributionOrigin

    Warehouse Overtime Share

    15.8% vs 7.0%
    +124.0% vs baseline
    $72K · 90d
  2. Warehouse & Distribution

    Units / Labor Hour

    9.3 vs 11.2
    -17.1% vs baseline
    $294K · 90d · r=1.00
  3. Warehouse & Distribution

    Pick Accuracy

    98.76% vs 99.26%
    -0.5% vs baseline
    $0 · 90d · r=0.99
  4. Warehouse & Distribution

    Damage Rate

    0.83% vs 0.45%
    +86.2% vs baseline
    $658K · 90d · r=0.99
  5. Delivery & Customer SLA

    Claims Value

    $32 vs $8
    +277.3% vs baseline
    $10K · 90d · r=0.29

Maintenance compliance to customer margin

Memphis Terminal · correlation strength 33% · $503K combined 90-day exposure

  1. Trucking & FleetOrigin

    PM Compliance

    94.9% vs 93.3%
    +1.7% vs baseline
    $0 · 90d
  2. Trucking & Fleet

    Unplanned Downtime

    0.1 hrs vs 0.0 hrs
    +110.5% vs baseline
    $3K · 90d · r=0.00
  3. Trucking & Fleet

    Fleet Utilization

    51.9% vs 58.3%
    -10.9% vs baseline
    $309K · 90d · r=0.26
  4. Trucking & Fleet

    Empty Mile %

    15.7% vs 11.3%
    +38.0% vs baseline
    $146K · 90d · r=0.22
  5. Trucking & Fleet

    Lane Margin %

    2.1% vs 23.3%
    -91.0% vs baseline
    $45K · 90d · r=0.85