| Shipment Visibility | Percentage of active shipments with current location, status, and milestone data. | At least 95% of active shipments visible; milestone updates available for pickup, departure, arrival, and delivery. | Reduces information gaps across suppliers, carriers, ports, and distribution centers. | Four to eight weeks of anonymized tracking records and milestone-completeness reports. |
| ETA Reliability | Difference between the predicted arrival time and the actual arrival time. | Median ETA error of no more than 24 hours for ocean freight and no more than 6 hours for air or ground freight. | Improves production scheduling, replenishment planning, and customer delivery commitments. | Historical ETA-versus-actual-arrival analysis by route, mode, and supplier. |
| Exception Detection | Time required to identify delays, missed milestones, dwell, temperature breaches, or documentation issues. | Critical exceptions identified within 30 minutes of the available event signal. | Creates time to reroute freight, adjust orders, notify customers, or change production plans. | Alert logs showing event time, alert time, severity, owner, and resolution time. |
| Supplier Performance | On-time shipment rate, order confirmation rate, quantity accuracy, and documentation accuracy. | Use an agreed scorecard; a common starting threshold is 95% on-time shipment performance. | Supports fact-based supplier reviews and identifies recurring operational weaknesses. | Purchase-order, advance-shipping-notice, shipment, and receipt data matched at order-line level. |
| Inventory Accuracy | Difference between system inventory and physically available inventory at key locations. | Target at least 98% accuracy for high-value or critical items, measured through cycle counts or physical audits. | Prevents shortages, excess stock, production interruptions, and avoidable expedited freight. | Inventory reconciliation reports by SKU, location, quantity, and adjustment reason. |
| Lead-Time Control | Actual supplier, transport, customs, and receiving lead times compared with planned lead times. | Track lead-time variation and maintain a defined percentile, such as the 90th-percentile transit time, for planning. | Makes safety-stock and reorder-point calculations more reliable than using average lead time alone. | At least six months of timestamped order, dispatch, border, arrival, and receipt data. |
| Integration Readiness | Availability of APIs, standard data formats, role-based access, and data-validation controls. | Documented API or file interface, automated validation, audit logs, and defined data ownership. | Limits manual rekeying and allows sourcing data to connect with procurement, planning, and logistics workflows. | Technical documentation, sample payloads, security questionnaire, and integration test results. |
| Data Quality | Completeness, accuracy, timeliness, consistency, and duplicate rate of sourcing and shipment records. | At least 98% completeness for mandatory fields and less than 1% duplicate records in a controlled pilot. | Reliable decisions depend on clean supplier, order, item, location, and shipment identifiers. | Data-quality dashboard with field-level error rates and correction workflows. |
| Cost-to-Serve | Total operating cost, including implementation, subscriptions, integration, training, support, and internal labor. | Evaluate total cost of ownership over three years and compare it with measurable savings and avoided disruption costs. | Prevents decisions based only on subscription price and exposes hidden implementation costs. | Three-year cost model covering one-time and recurring costs under conservative, expected, and high-volume scenarios. |
| Resilience Impact | Reduction in stockout exposure, emergency freight, unplanned production downtime, and unresolved exceptions. | Set a baseline first, then target a measurable reduction during a 60- to 90-day pilot. | Shows whether improved visibility produces operational value rather than merely more data. | Before-and-after comparison using matched lanes, suppliers, products, and shipment volumes. |
| Implementation Speed | Time from approved scope to usable dashboard, connected data, trained users, and agreed operating procedures. | A focused pilot should normally define scope, connect priority data, and establish baseline KPIs within 60 to 90 days. | Shorter deployment reduces change fatigue and allows sourcing teams to validate value before scaling. | Pilot plan with milestones, responsibilities, acceptance criteria, and escalation procedures. |
| Governance and Security | Access control, encryption, retention, auditability, incident response, and compliance responsibilities. | Documented role-based access, encryption in transit and at rest, audit logs, retention rules, and incident-notification procedures. | Protects commercially sensitive supplier, pricing, order, and shipment information across regions. | Security architecture, independent assessment or certification evidence, data-processing terms, and business-continuity plan. |