Purpose of the lesson
Measure actual customer service against agreed service levels, determine the extent of backorders, and identify the root causes of service-level failures.
Practical outcome
By the end of this lesson, you must be able to:
- Extract measurable service requirements from an SLA.
- Validate customer-service performance data.
- Measure service compliance across quality, quantity, time, place and cost.
- Calculate customer back-order levels.
- Identify repeated service failures and trends.
- Determine the root causes of non-achievement.
- Recommend, report and monitor appropriate improvements.
1. Gather the required information
Obtain:
- Customer contracts and SLAs
- Customer-priority classifications
- Service-level targets
- Customer-order records
- Delivery schedules
- Proof-of-delivery records
- Quality and rejection reports
- Back-order register
- Complaints and returns
- Customer-service records
- Transport and warehouse reports
- Cost reports
- Approved contract amendments
- Previous performance reports
Use information from the same reporting period.
2. Create a service-level register
Extract each measurable service commitment.
| Service requirement | Target | Measurement method | Data source | Frequency |
|---|---|---|---|---|
| Order accuracy | 98% | Correct orders ÷ delivered orders | Order records | Monthly |
| In-full delivery | 97% | Orders delivered in full ÷ delivered orders | Delivery records | Monthly |
| On-time delivery | 95% | On-time orders ÷ delivered orders | Proof of delivery | Monthly |
| Correct-location delivery | 100% | Correct-location orders ÷ deliveries | Delivery records | Monthly |
| Cost per order | Maximum R500 | Fulfilment cost ÷ fulfilled orders | Cost report | Monthly |
Confirm that the target and calculation method agree with the SLA.
3. Validate the performance data
Before calculating performance:
- Confirm the reporting period.
- Remove duplicate transactions.
- Check that all applicable orders are included.
- Confirm order and customer references.
- Verify delivery dates and locations.
- Identify cancelled orders.
- Check whether approved exclusions apply.
- Reconcile delivery records with system data.
- Confirm the accuracy of cost information.
- Retain an audit trail of corrections.
Do not exclude poor results unless the SLA permits the exclusion.
4. Measure quality service levels
Quality performance considers whether the customer received:
- The correct product
- The required specification
- Undamaged goods
- Correct packaging
- Accurate documentation
- An acceptable service outcome
Use:
Order accuracy = Correct orders ÷ Total delivered orders × 100
Damage-free delivery rate = Undamaged deliveries ÷ Total deliveries × 100
Example:
- Total delivered orders: 200
- Correct orders: 190
Order accuracy = 190 ÷ 200 × 100 = 95%
If the target is 98%, performance is three percentage points below target.
5. Measure quantity service levels
Quantity measures determine whether the customer received the complete order.
Use:
In-full delivery rate = Orders delivered in full ÷ Total delivered orders × 100
or:
Unit fill rate = Units supplied ÷ Units ordered × 100
Use the calculation specified in the SLA because the two measures do not necessarily produce the same result.
6. Measure time service levels
Time measures may include:
- On-time delivery
- Order cycle time
- Response time
- Complaint-resolution time
- Back-order age
- Lead-time compliance
Use:
On-time delivery rate = Orders delivered on time ÷ Total delivered orders × 100
Determine “on time” according to the agreed delivery date and time window.
7. Measure place service levels
Confirm whether delivery occurred at the correct:
- Customer
- Branch
- Site
- Receiving point
- Delivery address
Use:
Correct-place rate = Correct-location deliveries ÷ Total deliveries × 100
A delivery redirected after arriving at the wrong site should still be recorded as a service failure for the original transaction.
8. Measure cost service levels
Cost performance may include:
- Cost per order
- Transport cost per delivery
- Expedited-delivery cost
- Redelivery cost
- Return cost
- Credit or penalty cost
- Cost of resolving complaints
Use:
Cost per fulfilled order = Total fulfilment cost ÷ Number of fulfilled orders
Compare the result with the agreed target or operational budget.
9. Measure combined service performance
A common combined measure is On-Time In-Full (OTIF).
OTIF = Orders delivered on time and in full ÷ Total orders due × 100
If 180 of 200 orders were delivered both on time and in full:
OTIF = 180 ÷ 200 × 100 = 90%
Do not add the on-time percentage to the in-full percentage. An order must meet both conditions to count as OTIF.
10. Prepare the service-level scorecard
| Dimension | KPI | Target | Actual | Variance | Status |
|---|---|---|---|---|---|
| Quality | Order accuracy | 98% | 95% | −3% | Below target |
| Quantity | In-full delivery | 97% | 94% | −3% | Below target |
| Time | On-time delivery | 95% | 91% | −4% | Below target |
| Place | Correct location | 100% | 99% | −1% | Below target |
| Cost | Cost per order | R500 | R540 | R40 over | Below target |
Classify each result consistently as:
- Achieved
- Below target
- At risk
- Not measured because valid information is unavailable
11. Determine customer back orders
Calculate:
Back-order quantity = Quantity ordered − Quantity delivered
Also measure:
Back-order rate = Orders with outstanding quantities ÷ Total orders due × 100
Back-order unit rate = Outstanding units ÷ Total units ordered × 100
Back-order analysis
| Customer | Order | SKU | Ordered | Delivered | Outstanding | Age | Revised delivery |
|---|---|---|---|---|---|---|---|
| Customer A | ORD-201 | SKU-01 | 500 | 350 | 150 | 3 days | 14 July |
Analyse back orders by:
- Customer
- Product
- Quantity
- Age
- Value
- Reason
- Priority
- Expected resolution date
12. Identify service-level failures
Record failures such as:
- Incorrect product
- Damaged product
- Short delivery
- Late delivery
- Wrong-location delivery
- Excessive order-cycle time
- Delayed complaint response
- Unresolved back order
- Excessive fulfilment cost
- Missing delivery information
Failure register
| Failure | SLA requirement | Actual result | Gap | Affected customer | Priority |
|---|---|---|---|---|---|
| Late delivery | 95% on time | 89% | −6% | Multiple | High |
| Back-order age | Maximum 3 days | 7 days | 4 days over | Customer A | High |
13. Identify trends and recurring failures
Compare performance across:
- Reporting periods
- Customers
- SKUs
- Warehouses
- Routes
- Suppliers
- Production lines
- Order types
Use a trend table or graph to determine whether performance is:
- Improving
- Stable
- Declining
- Seasonal
- Concentrated in one operational area
Repeated failures require deeper investigation than an isolated event.
14. Determine root causes
Investigate the complete order flow.
Customer order
↓
Stock allocation
↓
Production or procurement
↓
Picking and packing
↓
Transport
↓
Delivery and customer acceptance
Potential causes include:
| Process area | Possible root cause |
|---|---|
| Order capture | Incorrect or incomplete information |
| Planning | Inaccurate demand assumptions |
| Inventory | Stock shortage or inaccurate records |
| Procurement | Late supplier delivery |
| Production | Downtime, low output or defects |
| Warehouse | Picking error or late loading |
| Transport | Capacity shortage or poor routing |
| Customer | Site closed or changed requirement |
| System | Interface failure or delayed order release |
Use evidence and a recognised method such as the Five Whys. Avoid stopping at symptoms such as “delivery was late.”
15. Develop corrective actions
For every material performance gap:
- Confirm the root cause.
- Determine the customer and operational effect.
- Recommend immediate containment.
- Develop permanent corrective action.
- Assign responsibility.
- Set a completion date.
- Define a success measure.
- Monitor subsequent performance.
Improvement plan
| Service gap | Root cause | Corrective action | Owner | Due date | Success measure |
|---|---|---|---|---|---|
| Low order accuracy | Product codes confused during picking | Add barcode validation | Warehouse manager | 31 July | Accuracy ≥98% |
| Low on-time delivery | Routes released late | Move route cut-off earlier | Transport manager | 20 July | On-time ≥95% |
16. Report customer-service performance
Prepare a report containing:
- Reporting period
- SLA targets
- Actual results
- Variances
- Back-order volume and age
- Customer complaints
- Trends
- Root causes
- Corrective actions
- Responsible persons
- Completion dates
- Remaining risks
Provide the report to authorised customer-service and operational stakeholders.
17. Monitor improvement
Track the improvement plan until:
- Actions are completed.
- Evidence is received.
- Performance meets the target.
- Back orders are resolved.
- Customers receive required communication.
- Recurring problems are controlled.
- Management accepts the outcome.
Retain the original data, calculations, reports and approvals.
Practical task
You are provided with customer SLAs, performance reports and operational criteria.
Complete the following:
- Extract the service-level requirements.
- Validate the supplied performance data.
- Measure actual service against the SLA.
- Calculate quality, quantity, time, place and cost results.
- Calculate OTIF where the information permits.
- Determine the number, quantity and age of back orders.
- Identify service-level failures and trends.
- Conduct root-cause analysis.
- Develop corrective actions.
- Prepare a customer-service performance report.
Required evidence
Include the following in your Portfolio of Evidence:
- Source SLA and performance criteria
- Service-level register
- Data-validation record
- KPI calculations
- Customer-service scorecard
- OTIF calculation
- Back-order analysis
- Service-failure register
- Performance trend analysis
- Root-cause analysis
- Corrective-action plan
- Customer-service performance report
- Communication and approval records
- Completed observation checklist
- Learner declaration of authenticity
Competence checklist
| Assessment criterion | Competent | Not yet competent | Comments |
|---|---|---|---|
| Extract measurable customer-service requirements | |||
| Validate the performance information | |||
| Measure quality compliance | |||
| Measure quantity compliance | |||
| Measure time compliance | |||
| Measure place compliance | |||
| Measure cost compliance | |||
| Compare actual results with SLA targets | |||
| Determine the number and quantity of back orders | |||
| Analyse the age and priority of back orders | |||
| Identify performance trends and failures | |||
| Determine root causes of non-achievement | |||
| Develop measurable corrective actions | |||
| Prepare a comprehensive performance report | |||
| Submit complete supporting evidence |
Lesson Summary
To monitor customer service levels, extract measurable SLA requirements and validate the underlying performance data. Calculate service compliance across quality, quantity, time, place and cost, including OTIF where applicable. Determine the number, quantity and age of back orders and analyse results for recurring failures. Trace each material failure through the order process to identify its root cause, then assign corrective actions with deadlines and measurable outcomes. Report the results and monitor improvements until service targets and customer commitments are achieved.