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The Calculation of Service Levels
1
The efficacyof the inventorymanagementsystemismeasuredby (1) the inventoryturnratioand (2) the
service leveltothe customers. AtSundstrandthere were twocalculationsforservice level–SSL and
RSL.
SSL
Shipmentservice level (SSL) measuresthe on-time shipmentof itemstocustomers. It’sthe service level
the honchos want to knowabout. It iscalculatedeachmonthon the populationof line items thatwere
shipped duringthe month. A successisachieved if aline itemshipsonorbefore the customer’s
requested shipdate. Otherwise,the lineitemisconsideredaloss. SSL isusuallyexpressesasa
percentage - E.g.95.2%. Typically,there isamanagementdirectedtargetforthis metric. At
Sundstrand,thistargetvariedovertime. Whentimeswere toughthe targetusuallywasloweredto
save moneyoninventory.
The “how-to”for the calculationof SSL wasspecifiedandstandardizedbythe airlines underthe
authorityof the Airline TransportAssociation. Sundstrand’scalculationconformedtothe ATA
specification.
RSL
There are forces“outside”of the inventoryplanningsystemthat canimpactSSL. Mr. D wanted to
eliminatethose impactsandmeasure onlythe performance of the inventoryplanningsystem. So,he
devisedananalogous measure called“release service level”(RSL).
The RSL measuresthe performance of the inventoryplanningsystem. Itisalso calculatedmonthly,but
not onthe same population of orders asthe SSL. Rather,it iscalculatedonthe new orders (line items)
that were received duringthe month. If a line itemis shipped orisscheduled toshiponor before the
target shipdate thenthe line itemiscountedassuccess. Otherwise,itiscountedasa loss. RSL is also
expressesasapercentage. Itisnoteworthythatan orderdoesnot actuallyhave toshipto be an RSL
success.It justhad to be promisedtoshiponor before the customerrequestshipdate.
There are several thingsthatcause the RSL and the SSL to differ.
First,there isdelinquencyfromthe suppliers. AtSundstrandthe procurementleadtimeswere “sent
down”to the COOPsystemfromthe MRP system. The COOP systemschedulednew replenishment
ordersat full leadtime. There were almostnoexceptionstothisrule. Regrettably, sometimesthe
suppliersdidnotdeliveronschedule, soCOOPranshortof parts and shipmentswerenotmade ontime.
Thiswouldresultin an SSL loss,butnotnecessarily aRSL loss. The penultimate example of thiswould
be the supplierscompletelystoppedthe deliveryof parts. Thiswouldresultinthe SSLgoingto zero,but
the RSL could continue to be at target levels. Actually,arobustplanningsystemwoulddojustthat.
Second,sometimesthe airlines“shortcycled”theirorders. Inaccordance withthe ATA specification,
the critical date used in calculatingSSListhe customer’s “requestedshipdate”. Itwas notuncommon
The Calculation of Service Levels
2
for an airline torequestashipmentdate thatwaspriorto Sundstrandactuallyreceivingthe airline
order. Those orderswere always SSLlosses. ForRSL calculations,shortcycleshadtheirrequestedship
date adjustto equal the bookdate pluscatalog leadtime. Therefore,some of these shortcyclescould
be RSL successes. Inthe 1980s and 90s, whenpaperorders andsnail mail were king,shortcycledorders
were more common.
Thirdly,there canbe failure in the pick/pack/shipprocess. Anitemmayhave the pick requestsentto
the stockroomon time,butforsome reasonthe partsdon’tget packagedandshippedon time. That
wouldbe a SSL loss. If the pickrequestwas initiatedpriortothe customerrequestedshipdate thenit
wouldbe a RSL success.
Every monthMr. D would re-optimize inventory performance. The individual catalogitemswouldhave
theirtargetservice levelsresetsothatthe dollarsof safetystockrequiredtomeetthe aggregate service
level wasminimized. Itisimportanttonote that itwas the target RSL that wasbeingchanged. Stated
differently, RSLismetricthat mustbe usedtomeasure the performance of the inventoryplanning
system.
In hisquartercentury of experience Mr.D foundthe SSL to be abouttwo percentbelow the RSL. So,if
the managementgoal wasto achieve anSSL of 94%, Mr. D wouldsetthe aggregate RSLat 96%. Mr. D
has writtenapaperon howto optimize service levels.
Here are some examples of SSLandRSL calculations.
Customer
C.O.
Number
Line
Number ItemNo Total Qty
Control
Ship Priority
Catalog
Lead
Time
Cus
Rqstd
Ship Date
Receipt
Date Book Date
ZZZ DQT-123 1 A123 10 7 1-Jan-13 1-Jan-13
SYS
Rqstd
Ship Date Dtl Qty
Order
Status
First S/P
Date
Last S/P
Date Pick Date Ship Date
RSL
Target
Date
RSL Done
Date Note
8-Jan-13 10 S 8-Jan-13 8-Jan-13 1-Jan-13 2-Jan-13 8-Jan-13 1-Jan-13 Standard order
Table 1
Table 1 showsanorder froma customerfor 10 piecesof itemA123. ItemA123 is a catalog itemand
customerscan expectshipmentof the item7 daysafterreceiptof order. This customerdidnot specify
any control shipmentrestrictions, andtheyalsodidnotspecifyanyrequestedshipdate. Thiswasan
electronicallyreceivedorder,soitwasreceived, andcompletedthe bookingprocess,on1-Jan-13.
Because the customerdidnotspecifyarequestedshipdate the systemassignedarequested shipdate -
as the “book date plusthe catalog leadtime”. Since the DTL Qty matchesthe Total quantityall of the
quantityorderedwasavailableatthe same ship/promisedate –inthiscase 8-Jan-13. These partswere
available instockandinfact pickedon1-Jan, butper the ATA spec the ship/promise date wasreported
back to the customeras bookdate + catalog leadtime. The partsshippedtothe customeron 2-Jan.
The Calculation of Service Levels
3
Since the shipdate isearlierthanthe systemrequestdate thisisa SSL success,andalsoa RSL success.
Thisorder wouldbe includedinthe SSLanalysisforJanuary,since itshippedinJanuary. Likewise,it
wouldbe inthe January RSL analysis,because it“booked”inJanuary.
Thiscustomerisa Sundstrandrepaircenter,andnota “real” airline. Therefore,itisnotcountedinthe
SSL analysisdone bythe OrderAdministrationgroup. Mr.D ran a separate SSL analysisjustorthe
Sundstrandrepaircenters. The service level toSundstrandrepaircenterswas basically identical tothe
service leveltocustomers. Thisshouldnotbe surprising,asall orderswere processedthroughthe same
processlogicinthe COOP system.
Consideranotherexample.
Customer
C.O.
Number
Line
Number ItemNo Total Qty
Control
Ship Priority
Catalog
Lead
Time
Cus Rqstd
Ship Date
Receipt
Date Book Date
DLA Df-09978 2 D456 1 C 7 10-Jan-13 5-Jan-13 5-Jan-13
SYS
Rqstd
Ship Date Dtl Qty
Order
Status
First S/P
Date
Last S/P
Date Pick Date Ship Date
RSL Target
Date
RSL Done
Date Note
10-Jan-13 1 S 19-Jan-13 19-Jan-13 12-Jan-13 12-Jan-13 12-Jan-13 12-Jan-13 Ok RSL, miss SSL
Table 2
Thisis a critical priorityorderfora catalogitem. The orderwas bookedon5-Jan andthe customer
requestedshipmenton10-Jan. The COOPsystemdidan ATP analysis andgave a firstS/P date of 19-Jan.
Since itwas a critical orderthe inventoryplannertookactionandthe part was stockedearlyon12-Jan,
whichresultedinthe ordershippingon12-Jan. Still,the 12-janshipdate was a SSL loss.
From the RSL perspective the initialS/Pdate wasa RSL loss. However,because of the expediting done
by the plannerthe orderendedupas an RSL success. Note thatthe date for an RSL successisnot
necessarilythe customerrequestedshipdate. Inthiscase it is “book date + catalogleadtime”whichis
12-Jan-13. Why? Because Sundstrandadvertisedtotheircustomersthatpartswouldshipone catalog
leadtime afterreceiptof order. RSL measuresthe successof the planningsystemtothatstandard.
Since the line itempickedon12-Jan,thisisan RSL success.
The Calculation of Service Levels
4
Here is one lastexample.
Customer
C.O.
Number
Line
Number ItemNo Total Qty
Control
Ship Priority
Catalog
Lead
Time
Cus
Rqstd
Ship Date
Receipt
Date Book Date
AAT R889 2 A123 3 Y 7 22-Jan-13 15-Dec-12 16-Dec-12
SYS
Rqstd
Ship Date Dtl Qty
Order
Status
First S/P
Date
Last S/P
Date Pick Date Ship Date
RSL
Target
Date
RSL Done
Date Note
22-Jan-13 3 S 22-Jan-13 22-Jan-13 15-Jan-13 19-Jan-13 22-Jan-13 15-Jan-13 Control Ship, shipped OK
Table 3
Thisis a control shiporderfrom a customer. The order wasbookedon16-Dec-12 witha requestedship
date of 22-Jan-13. The parts to coverthisorderwere instock,but, because of the control ship,the parts
were notpickeduntil 15-Jan,andwere thenshippedon19-Jan. The S/Pdatesacknowledgedtothe
customerwere hisrequestedshipdate,since partswere availablebeforethen. Hadthe ATPprocess
committedtoa date laterthan22-Jan-13 thenthe S/Pdate wouldhave beenthat laterdate. Thisorder
isa successforboth the RSL and SSL. But, since the orderwasbookedinDecember, the RSLsuccesswas
countedinthe Decembermetrics. The shipmentoccurredinJanuary,sothe orderwas countedinthe
JanuarySSL metrics.
Mr. D couldgive more examples,butthe nitty-grittyof the Sundstrandpromise date logicisnotwhat
thispaperis about.
The salientpointtobe made is that there are two service level metrics:RSLandSSL. The typical
inventoryplanninglogicattemptstostatisticallyforecastvariationsindemand andsetinventorylevels
inresponse to those variations. The planningsystem doesnotattempttoforecastsupplierdelinquency,
and all of the otherfactorsthat can make RSL differfromSSL. Therefore,RSListhe metricof interestto
the inventorymanager. Historywill show afairly consistentdifference betweenRSLandSSL.
At Sundstrand,the SSLmetricwas the domainof the OrderAdministrationdepartment,althoughMr.D
was the authorof the program theyusedtodo the analysis. Theiranalysisonlyconsideredordersfrom
“outside”customerssuchasairlinesandthe occasional thirdpartyrepairshops. The SSL also included
shipmentsfornon-catalogitems.
Mr. D tracked the SSL tothe Sundstrandrepaircenters,and alsothe RSL to all customers,bothoutside
and inside –repaircentersandairlines. Onlycatalogitemswere includedinthe Mr.D’s analysis. Thisis
because non-catalogitemsprovide nouseful insighttothe functioningof the planningsystem.
Well there itis:one more tasty entrée inMr. D’s smorgasbordof ideas. Take whatyou want,andleave
the rest.
Contact Mr. D at MisterD@windstream.net if youhave anyquestions.

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4 serice level calculation

  • 1. The Calculation of Service Levels 1 The efficacyof the inventorymanagementsystemismeasuredby (1) the inventoryturnratioand (2) the service leveltothe customers. AtSundstrandthere were twocalculationsforservice level–SSL and RSL. SSL Shipmentservice level (SSL) measuresthe on-time shipmentof itemstocustomers. It’sthe service level the honchos want to knowabout. It iscalculatedeachmonthon the populationof line items thatwere shipped duringthe month. A successisachieved if aline itemshipsonorbefore the customer’s requested shipdate. Otherwise,the lineitemisconsideredaloss. SSL isusuallyexpressesasa percentage - E.g.95.2%. Typically,there isamanagementdirectedtargetforthis metric. At Sundstrand,thistargetvariedovertime. Whentimeswere toughthe targetusuallywasloweredto save moneyoninventory. The “how-to”for the calculationof SSL wasspecifiedandstandardizedbythe airlines underthe authorityof the Airline TransportAssociation. Sundstrand’scalculationconformedtothe ATA specification. RSL There are forces“outside”of the inventoryplanningsystemthat canimpactSSL. Mr. D wanted to eliminatethose impactsandmeasure onlythe performance of the inventoryplanningsystem. So,he devisedananalogous measure called“release service level”(RSL). The RSL measuresthe performance of the inventoryplanningsystem. Itisalso calculatedmonthly,but not onthe same population of orders asthe SSL. Rather,it iscalculatedonthe new orders (line items) that were received duringthe month. If a line itemis shipped orisscheduled toshiponor before the target shipdate thenthe line itemiscountedassuccess. Otherwise,itiscountedasa loss. RSL is also expressesasapercentage. Itisnoteworthythatan orderdoesnot actuallyhave toshipto be an RSL success.It justhad to be promisedtoshiponor before the customerrequestshipdate. There are several thingsthatcause the RSL and the SSL to differ. First,there isdelinquencyfromthe suppliers. AtSundstrandthe procurementleadtimeswere “sent down”to the COOPsystemfromthe MRP system. The COOP systemschedulednew replenishment ordersat full leadtime. There were almostnoexceptionstothisrule. Regrettably, sometimesthe suppliersdidnotdeliveronschedule, soCOOPranshortof parts and shipmentswerenotmade ontime. Thiswouldresultin an SSL loss,butnotnecessarily aRSL loss. The penultimate example of thiswould be the supplierscompletelystoppedthe deliveryof parts. Thiswouldresultinthe SSLgoingto zero,but the RSL could continue to be at target levels. Actually,arobustplanningsystemwoulddojustthat. Second,sometimesthe airlines“shortcycled”theirorders. Inaccordance withthe ATA specification, the critical date used in calculatingSSListhe customer’s “requestedshipdate”. Itwas notuncommon
  • 2. The Calculation of Service Levels 2 for an airline torequestashipmentdate thatwaspriorto Sundstrandactuallyreceivingthe airline order. Those orderswere always SSLlosses. ForRSL calculations,shortcycleshadtheirrequestedship date adjustto equal the bookdate pluscatalog leadtime. Therefore,some of these shortcyclescould be RSL successes. Inthe 1980s and 90s, whenpaperorders andsnail mail were king,shortcycledorders were more common. Thirdly,there canbe failure in the pick/pack/shipprocess. Anitemmayhave the pick requestsentto the stockroomon time,butforsome reasonthe partsdon’tget packagedandshippedon time. That wouldbe a SSL loss. If the pickrequestwas initiatedpriortothe customerrequestedshipdate thenit wouldbe a RSL success. Every monthMr. D would re-optimize inventory performance. The individual catalogitemswouldhave theirtargetservice levelsresetsothatthe dollarsof safetystockrequiredtomeetthe aggregate service level wasminimized. Itisimportanttonote that itwas the target RSL that wasbeingchanged. Stated differently, RSLismetricthat mustbe usedtomeasure the performance of the inventoryplanning system. In hisquartercentury of experience Mr.D foundthe SSL to be abouttwo percentbelow the RSL. So,if the managementgoal wasto achieve anSSL of 94%, Mr. D wouldsetthe aggregate RSLat 96%. Mr. D has writtenapaperon howto optimize service levels. Here are some examples of SSLandRSL calculations. Customer C.O. Number Line Number ItemNo Total Qty Control Ship Priority Catalog Lead Time Cus Rqstd Ship Date Receipt Date Book Date ZZZ DQT-123 1 A123 10 7 1-Jan-13 1-Jan-13 SYS Rqstd Ship Date Dtl Qty Order Status First S/P Date Last S/P Date Pick Date Ship Date RSL Target Date RSL Done Date Note 8-Jan-13 10 S 8-Jan-13 8-Jan-13 1-Jan-13 2-Jan-13 8-Jan-13 1-Jan-13 Standard order Table 1 Table 1 showsanorder froma customerfor 10 piecesof itemA123. ItemA123 is a catalog itemand customerscan expectshipmentof the item7 daysafterreceiptof order. This customerdidnot specify any control shipmentrestrictions, andtheyalsodidnotspecifyanyrequestedshipdate. Thiswasan electronicallyreceivedorder,soitwasreceived, andcompletedthe bookingprocess,on1-Jan-13. Because the customerdidnotspecifyarequestedshipdate the systemassignedarequested shipdate - as the “book date plusthe catalog leadtime”. Since the DTL Qty matchesthe Total quantityall of the quantityorderedwasavailableatthe same ship/promisedate –inthiscase 8-Jan-13. These partswere available instockandinfact pickedon1-Jan, butper the ATA spec the ship/promise date wasreported back to the customeras bookdate + catalog leadtime. The partsshippedtothe customeron 2-Jan.
  • 3. The Calculation of Service Levels 3 Since the shipdate isearlierthanthe systemrequestdate thisisa SSL success,andalsoa RSL success. Thisorder wouldbe includedinthe SSLanalysisforJanuary,since itshippedinJanuary. Likewise,it wouldbe inthe January RSL analysis,because it“booked”inJanuary. Thiscustomerisa Sundstrandrepaircenter,andnota “real” airline. Therefore,itisnotcountedinthe SSL analysisdone bythe OrderAdministrationgroup. Mr.D ran a separate SSL analysisjustorthe Sundstrandrepaircenters. The service level toSundstrandrepaircenterswas basically identical tothe service leveltocustomers. Thisshouldnotbe surprising,asall orderswere processedthroughthe same processlogicinthe COOP system. Consideranotherexample. Customer C.O. Number Line Number ItemNo Total Qty Control Ship Priority Catalog Lead Time Cus Rqstd Ship Date Receipt Date Book Date DLA Df-09978 2 D456 1 C 7 10-Jan-13 5-Jan-13 5-Jan-13 SYS Rqstd Ship Date Dtl Qty Order Status First S/P Date Last S/P Date Pick Date Ship Date RSL Target Date RSL Done Date Note 10-Jan-13 1 S 19-Jan-13 19-Jan-13 12-Jan-13 12-Jan-13 12-Jan-13 12-Jan-13 Ok RSL, miss SSL Table 2 Thisis a critical priorityorderfora catalogitem. The orderwas bookedon5-Jan andthe customer requestedshipmenton10-Jan. The COOPsystemdidan ATP analysis andgave a firstS/P date of 19-Jan. Since itwas a critical orderthe inventoryplannertookactionandthe part was stockedearlyon12-Jan, whichresultedinthe ordershippingon12-Jan. Still,the 12-janshipdate was a SSL loss. From the RSL perspective the initialS/Pdate wasa RSL loss. However,because of the expediting done by the plannerthe orderendedupas an RSL success. Note thatthe date for an RSL successisnot necessarilythe customerrequestedshipdate. Inthiscase it is “book date + catalogleadtime”whichis 12-Jan-13. Why? Because Sundstrandadvertisedtotheircustomersthatpartswouldshipone catalog leadtime afterreceiptof order. RSL measuresthe successof the planningsystemtothatstandard. Since the line itempickedon12-Jan,thisisan RSL success.
  • 4. The Calculation of Service Levels 4 Here is one lastexample. Customer C.O. Number Line Number ItemNo Total Qty Control Ship Priority Catalog Lead Time Cus Rqstd Ship Date Receipt Date Book Date AAT R889 2 A123 3 Y 7 22-Jan-13 15-Dec-12 16-Dec-12 SYS Rqstd Ship Date Dtl Qty Order Status First S/P Date Last S/P Date Pick Date Ship Date RSL Target Date RSL Done Date Note 22-Jan-13 3 S 22-Jan-13 22-Jan-13 15-Jan-13 19-Jan-13 22-Jan-13 15-Jan-13 Control Ship, shipped OK Table 3 Thisis a control shiporderfrom a customer. The order wasbookedon16-Dec-12 witha requestedship date of 22-Jan-13. The parts to coverthisorderwere instock,but, because of the control ship,the parts were notpickeduntil 15-Jan,andwere thenshippedon19-Jan. The S/Pdatesacknowledgedtothe customerwere hisrequestedshipdate,since partswere availablebeforethen. Hadthe ATPprocess committedtoa date laterthan22-Jan-13 thenthe S/Pdate wouldhave beenthat laterdate. Thisorder isa successforboth the RSL and SSL. But, since the orderwasbookedinDecember, the RSLsuccesswas countedinthe Decembermetrics. The shipmentoccurredinJanuary,sothe orderwas countedinthe JanuarySSL metrics. Mr. D couldgive more examples,butthe nitty-grittyof the Sundstrandpromise date logicisnotwhat thispaperis about. The salientpointtobe made is that there are two service level metrics:RSLandSSL. The typical inventoryplanninglogicattemptstostatisticallyforecastvariationsindemand andsetinventorylevels inresponse to those variations. The planningsystem doesnotattempttoforecastsupplierdelinquency, and all of the otherfactorsthat can make RSL differfromSSL. Therefore,RSListhe metricof interestto the inventorymanager. Historywill show afairly consistentdifference betweenRSLandSSL. At Sundstrand,the SSLmetricwas the domainof the OrderAdministrationdepartment,althoughMr.D was the authorof the program theyusedtodo the analysis. Theiranalysisonlyconsideredordersfrom “outside”customerssuchasairlinesandthe occasional thirdpartyrepairshops. The SSL also included shipmentsfornon-catalogitems. Mr. D tracked the SSL tothe Sundstrandrepaircenters,and alsothe RSL to all customers,bothoutside and inside –repaircentersandairlines. Onlycatalogitemswere includedinthe Mr.D’s analysis. Thisis because non-catalogitemsprovide nouseful insighttothe functioningof the planningsystem. Well there itis:one more tasty entrée inMr. D’s smorgasbordof ideas. Take whatyou want,andleave the rest. Contact Mr. D at MisterD@windstream.net if youhave anyquestions.