KPIs from loops, not warehouse lag.
Analytics computes operational metrics directly from loop events and maps them to the Five Pillars. Teams can see bottlenecks, exception rates, and improvement trends without waiting on ETL refresh cycles.
Inventory Turns
8.4x
↑ 0.6x
OTIF Rate
94.2%
↑ 1.8pp
Loop Cycle Time
2.1 days
↓ 0.4d
Lot Pass Rate
97.8%
→ flat
PO On-Time
88.6%
↑ 3.2pp
Forecast Accuracy
91.3%
↑ 2.1pp
Loop-native
KPIs computed from loop events with no ETL lag
Five Pillars
Metrics mapped to Sense, Decide, Execute, Govern, Improve
Live
Dashboard tracks current loop state, not yesterday snapshots
Operations KPIs, not vanity metrics
Analytics keeps teams focused on measurable operational outcomes across inventory, procurement, fulfillment, and quality. KPI definitions are event-backed and consistent across teams.
- - Inventory: turns, days-on-hand, fill rate, stockout frequency
- - Procurement: cycle time, on-time delivery, invoice match rate
- - Fulfillment: OTIF, fill rate, pick accuracy, shipment lead time
- - Quality: pass rate, hold duration, resolution time
Pillar KPI table
Execute
OTIF 94.2% · Fill Rate 96.8% · PO On-Time 88.6%
Govern
Lot Pass 97.8% · Invoice Match 99.1%
Improve
Forecast Accuracy 91.3% · Inventory Turns 8.4x
Loop performance
| Loop | Avg cycle | Exceptions |
|---|---|---|
| scm.procurement | 4.2d | 3.1% |
| scm.fulfillment | 1.8d | 1.4% |
| scm.quality | 2.9d | 8.3% |
| dcm.order | 2.1d | 2.2% |
Loop performance reveals bottlenecks
Loop family metrics expose where operational debt accumulates. Cycle time, exception rate, and rework rate identify bottlenecks before they become service failures.
- - Cycle time by loop type with median and tail views
- - Exception rate for non-standard transitions before close
- - Rework and reopen indicators by loop family
- - Throughput trend by day, week, and month
Five Pillars view identifies where to fix first
Mapping metrics to Sense, Decide, Execute, Govern, and Improve aligns leadership and operators around one diagnostic model, so remediation work targets the true constraint.
- - Sense: signal coverage and connectivity confidence
- - Decide: forecast posture and threshold readiness
- - Execute: OTIF and loop cycle performance
- - Govern: quality pass rate and audit completeness
- - Improve: trend-level reduction in cycle and exceptions
Five Pillars scorecard
Decide pillar alert: 2 SKUs missing committed forecast scenario
Built for operators
Analytics is the Improve pillar and runs on the same event fabric as the loops it measures. Teams do not need to maintain a separate analytics stack to see performance.
API and integration
- REST API for KPI retrieval, loop performance, and pillar scorecards
- KPI services for embedding metrics in executive reporting
- Export paths for external BI through Data Pipeline
Related modules
See your Five Pillars score in session one
Book a 30-minute demo. We will baseline OTIF and loop cycle time from your data.
Book a demo