Gukwirakwiza Assortment Niki?

Guhindura Assortment ni disipuline ikemura iki cyuho. Ihuza icyicaro gikuru nicyo abakiriya basanga mububiko - binyuze mumibare, kwiga guhoraho, no kubika - kurwego rwo gukora. Aka gatabo gakubiyemo icyo aricyo, impamvu inzira nyinshi zananiranye, uburyo bwo kuzishyira mubikorwa, nuburyo bwo gupima ibisubizo.

Optimisation ya Assortment na Igenamigambi rya Assortment: Itandukaniro irihe?

Aya magambo yombi akoreshwa muburyo bumwe. Basobanura inzira zitandukanye.

Igenamigambi risobanura uko assortment yawe igomba kuba imeze. Optimisation yemeza ko ikora - kandi igakomeza gutera imbere uko ibintu bihinduka.

Inzego eshatu aho ibyemezo bya Assortment bifatwa kandi byatakaye

Abacuruzi benshi bashora cyane murwego rwa mbere. Ikinyuranyo kinini cyimikorere ibaho mubindi bibiri.

Inzira y'Ingamba: Icyo Kugurisha

Aha niho ibyiciro - ibyemezo byurwego bibera: nibicuruzwa byinjiza umwanya wikibanza, uburyo label yigenga iringaniza ibicuruzwa byigihugu, nuruhare buri cyiciro kigira mubikorwa rusange byububiko. Ibyemezo hano bifatirwa ku cyicaro gikuru, bigendanwa namakuru yisoko hamwe nibipimo bipiganwa, kandi bigahinduka kumurongo muremure.

Ingaruka: gukusanya amakuru masike atandukanye. Igicuruzwa gifite ibicuruzwa byemewe byigihugu gishobora kuba kidakora neza muri 40% yububiko kandi bikarenza ibindi 30%. Impuzandengo ihisha ikimenyetso.

Inzira ya Tactique: Aho nuburyo bwo kuyigurisha

Inzira ya tactique isobanura ingamba ahantu - gahunda zihariye: gukusanya ububiko, igishushanyo mbonera, hamwe nubucuruzi. Aha niho assortment ihinduka nyayo - hejuru - iduka ryububiko bwo mumijyi rifite imbogamizi zitandukanye, imiterere yimodoka, hamwe nubutumwa bwabaguzi kuruta imiterere yumujyi.

Ingaruka: ibyemezo kururu rwego biracyashingira cyane kubitekerezo aho kuba ububiko nyabwo - ibimenyetso byurwego. Assortment irashobora kugaragara neza - yegereye impapuro mugihe usigaye uhuza nabi mubikorwa.

Imikorere ikora: Niki mubyukuri bigera kubakiriya

Aha niho optimizasiyo igenda neza cyangwa ikananirwa guceceka. Igikorwa gikora cyerekana ibintu bifatika abakiriya bahura nabyo: nibicuruzwa biri mukibanza, niba gahunda zikorwa neza, niba kuzamurwa kugaragara kugaragara, no kumenya niba ububiko bwafashwe bugakemurwa vuba.

Hatariho - igihe kigaragara mubikorwa byububiko, buri cyemezo cyo hejuru ni ugukeka igice. Ikoranabuhanga nkaibirango bya elegitoronikina sensor ya IoT irakoreshwa cyane mukuziba icyuho kigaragara - gufata leta yibikoresho mu buryo bwikora aho gushingira kumugenzuzi wintoki bibaho gake cyane kuburyo bidashoboka.

Impamvu Gakondo Assortment Optimisation Yatsinzwe

Ingamba nyinshi zifatika ni nziza - zakozwe ku mpapuro. Hano niho basenyuka mubikorwa.

Uburyo bwo Kunanirwa 1: Amateka Yamateka Yeza Kahise

Amateka yo kugurisha arakubwira ibyo abakiriya baguze mubihe byariho mugihe - hamwe na assortment yaboneka, kubiciro byashyizweho. Ntishobora kukubwira ibyo abakiriya bifuzaga ariko ntibabone. Mubyihuta - ibyiciro byimuka, mugihe icyerekezo kigaragara neza mumateka yamateka, idirishya ryo gukora rimaze kurengana.

Uburyo bwo Kunanirwa 2: Ibyemezo Byibanze, Ukuri kwaho

Iyo ibyemezo bya assortment bifashwe rwose ku cyicaro gikuru, ububiko - urwego nuance rugereranijwe. Igicuruzwa gifite ibicuruzwa byiciriritse byigihugu ariko imikorere ikomeye muburyo bwihariye bwububiko irashobora gutondekwa. Porogaramu isanzwe ikoreshwa mububiko bufite ibipimo bitandukanye bya tekinike hamwe na demokarasi yabaguzi.

Uburyo bwo Kunanirwa 3: Data Silos Yerekana Ibyemezo Byuzuye

Amashyirahamwe acuruza atanga amakuru muri sisitemu nyinshi - ingingo - ya - kugurisha, kubara, ubudahemuka, e - ubucuruzi, no muri sensor -. Abayobozi b'ibyiciro bakora uhereye kumakuru amwe. Gutanga urunigi rukora kurindi. Bika ibikorwa kuva kuri kimwe cya gatatu. Nta na kimwe muri ibyo bitekerezo cyuzuye, kandi ibyemezo byafashwe muri silo iyo ari yo yose bizatera ibibazo bigaragara mubindi.

Uburyo bwo Kunanirwa 4: Gahunda ya Planogramu iri munsi yicyicaro gikuru

Gahunda itanga gusa agaciro niba ikozwe neza kandi ihamye. Mu miyoboro myinshi yo kugurisha, ibipimo byubahirizwa biratandukanye cyane mububiko - kandi icyicaro gikuru ntikimenya kugeza gipimwe. Niba urimo gusuzuma imikorere yibicuruzwa bishingiye kumibare yagurishijwe, ariko icyo gicuruzwa kimeze mumwanya wa 20% mububiko bwawe mumezi atatu, amakuru yimikorere yawe ntabwo yizewe. Gusobanukirwaburigihe inshuro zo kubika amakuru zisubirwamoihujwe mu buryo butaziguye n'ukuri kw'ibi bipimo.

Uburyo bwo Kunanirwa 5: Ibimenyetso bya Omnichannel Genda Ntusome

Imyitwarire yabakiriya kumurongo nisoko ryinshi ryubwenge butandukanye abadandaza bumubiri birengagiza. Zeru - ibisubizo byubushakashatsi kuri e {{2} platform urubuga rwubucuruzi rwerekana neza ibyo abakiriya bashaka ibyo udatwaye. Hejuru - gushakisha, hasi - uburyo bwo kugura bugaragaza icyifuzo gishobora gusaba muri - gusuzuma ibicuruzwa mbere yo guhinduka. Umukiriya ushakisha ibicuruzwa kumurongo, ugasanga bitaboneka, kandi amababi ntatanga amakuru muri sisitemu yububiko - ariko ko kubura amakuru ubwabyo ari ikimenyetso, niba wubatse inzira yo kuyifata. Ingingo yo gutangiriraho ihuza gushakisha kumurongo no gushakisha amakuru kumurongo wawe utegura akazi, ndetse muburyo butemewe.

Uburyo AI itezimbere ibyemezo bya Assortment

Imicungire yintoki mu maduka amagana n’ibihumbi ibihumbi SKUs igeze ku mbibi z’urupapuro rusubirwamo kandi rusubiramo rushobora gushyigikira. AI itanga umusanzu muburyo bwihariye, bupimwa.

Ububiko - urwego rusabwa.Guteganya gakondo bikora kuri banneri cyangwa urwego rwa cluster. Imashini yiga imashini irashobora gutanga iteganyagihe kububiko bwihariye no kurwego rwa SKU, kubara ibintu byaho - demografiya yabaturanyi, amarushanwa yegeranye, micro ibihe byigihe - ibyerekezo - byerekana urugero rwagutse. Iyi granularitike niyo ituma ibyemezo bya assortment byibanze birindwa aho gufatwa.

SKU gushyira mu gaciro.Ibicuruzwa byose ntabwo byinjiza umwanya wabyo. Moderi ya AI irashobora kumenya SKUs ikoresha umutungo utimukanwa hamwe nigishoro cyibaruramari nta nyungu zingana - kubara umusanzu w’inyungu, ingaruka zo gusimbuza, n'ingaruka z'igitebo. Itandukaniro rikomeye riri hagati yimuka - yimuka ikora niche yindahemuka kandi itinda - yimuka idakora neza. AI irashobora gutandukanya byombi murwego igipimo cyintoki zidashobora.

Guhuza ibiciro no kuzamura ibiciro.Ibyemezo bya Assortment ntibibaho mu bwigunge kubiciro. AI -igiciro cyizaIrashobora guhuza ibikorwa byo kwamamaza hamwe nibikorwa bya assortment mugihe nyacyo - kugabanya kudahuza hagati yibyateganijwe nibyo abakiriya bitabira mubyukuri.

Gukurikirana ishyirwa mu bikorwa.Icyerekezo cya mudasobwa hamwe namakuru ya sensor arashobora kwerekana gahunda yo gutandukana adakeneye ubugenzuzi bwuzuye bwintoki. Amajyambere muritekinoroji ya tekinikebakoze igikoresho cyikora - kugenzura leta bigenda bigerwaho kubacuruzi bo hagati -, ntabwo ari iminyururu minini gusa.

Bitanu - Intambwe Intambwe yo Gushyira mubikorwa

Abacuruzi benshi bazi ibintu byiza byo gutezimbere. Bake bafite aho batangirira. Uru rwego rwashizweho kugirango rukoreshwe murwego urwo arirwo rwose.

Intambwe ya 1: Kugenzura Ibikorwa byawe Byubu

Mbere yo guhitamo ikintu icyo ari cyo cyose, shiraho ishingiro ryukuri. Ni ikihe gipimo cyawe cyo kubika ukurikije icyiciro no mububiko? Nibihe SKU bitanga decile yo hasi yo kugurisha kuri metero kare? Nihehe tandukaniro rinini hagati yuburyo buteganijwe hamwe no kuboneka neza? Niba udashobora gusubiza ibyo bibazo hamwe namakuru yizewe, ibyo ubwabyo nubushakashatsi bwingenzi - hamwe nikimenyetso cyo gushora muburyo bugaragara mbere yo gushora mubikoresho byiza. Imiterereibanze ROI kubaraIrashobora gufasha kumenya aho icyuho kinini - icyuho kiri mbere yo kwiyemeza inzira iyo ari yo yose.

Intambwe ya 2: Sobanura ihuriro ryububiko bwawe

Ntabwo amaduka yose agomba gutwara ibintu bimwe, ariko ubwoko bwihariye kuri buri bubiko ntibushobora gucungwa. Ubike cluster ikomatanya ibiraro bikabije muguhuza ahantu hamwe nibisobanuro bisa nkibisabwa. Ihuriro ryiza ryubakiye kumyitwarire yubuguzi nyirizina - igitebo, umuvuduko wicyiciro, ubutumwa bwabaguzi - ntabwo bushingiye kuri demokarasi. Abacuruzi benshi bakorana na cluster enye kugeza umunani, bitewe nubunini bwurusobe nuburyo butandukanye. Umubare ukwiye nimwe buri cluster yitwara muburyo butandukanye bihagije kugirango yemeze ibicuruzwa bitandukanye.

Intambwe ya 3: Huza amakuru yawe

Gutezimbere kwa Assortment nibyiza gusa nkamakuru ayagaburira. Nibura, ukeneye SKU - urwego rwo kugurisha amakuru kububiko ufite byibuze amezi 12 yamateka, urwego rwibarura ryubu, hamwe nigipimo cyo kuboneka kiboneka. Ikibazo cyukuntu amakuru ya tekinike yafashwe - haba muri raporo zintoki, sisitemu ya ESL, cyangwa sensor ya IoT - bigira ingaruka ku buryo bushya kandi bushya. Gusobanukirwauburyo bwo guhuza uburyo bwo gufata amakuruni icyemezo gifatika kare. Guhuza amakuru neza ntabwo aribisabwa kugirango utangire - ariko ugomba gusobanukirwa icyuho cyamakuru yawe nubukererwe mbere yo kwizera ibisohoka.

Intambwe ya 4: Shiraho amategeko ya Optimisation na Murinzi

Moderi ya AI hamwe na optimizme algorithms ikeneye imbogamizi. Ntabwo ibyemezo byose bigomba guhita. Sobanura neza ibyemezo bishobora gukora mu buryo bwikora - nko kuzuza imbarutso yo hejuru - umuvuduko SKUs - kandi bisaba ko abantu babisuzuma, nko kuvana ibicuruzwa muri cluster. Kurinda kandi birinda amakosa sisitemu yimikorere ikora mugihe amakuru atuzuye. Urugero rusanzwe: algorithm irasaba gukuraho ibicuruzwa kuko ibicuruzwa byayo ari bike, mugihe igitera nyirizina ari ibicuruzwa bikomeza kuba amakuru yo kugurisha adatandukanya nibisabwa bike.Igiciro no kuboneka kwerekana amakosanuburyo bujyanye no kunanirwa imikorere ikwiye gusobanuka mbere yo gutangiza.

Intambwe ya 5: Gupima, Wige, na Iterate

Gutezimbere kwa Assortment ninzira ikomeza, ntabwo imwe - umushinga wigihe. Shiraho injyana isanzwe isubiramo - buri gihembwe byibuze kugirango hafatwe ibyemezo, buri kwezi kugirango uhindure amayeri. Kubaka ibitekerezo byubatswe hagati yamakipe yo hagati hanyuma ubike - urwego rwimikorere. Fata buri cyiciro cyateganijwe nkikigeragezo: shiraho hypothesis, shyira mubikorwa impinduka, upime ibizavamo, koresha iyo myigire mugihe gikurikira. Amashyirahamwe akuramo agaciro gakomeye muriki gikorwa ntabwo afite ibikoresho bihanitse. Nibo bubatse ingeso yo kwigira kumibare ihoraho.

KPI esheshatu zo gupima Assortment Optimisation

Kurikirana ibipimo bitandatu byose kurwego rwububiko, ntabwo ari rusange. Urusobe - urwego rwagereranijwe rwihisha kenshi ububiko aho ibibazo bikaze - naho amahirwe menshi yo gutezimbere ahari.

Assortment Optimisation Kurubuga rwa interineti nuyoboro ifatika

Kubacuruzi bakorera mumiyoboro yumubiri na digitale, ibyemezo bya assortment ntibishobora gucungwa wenyine.Ibidukikijeyahindutse: abakiriya bagenda hagati yimiyoboro yoroheje, kandi amakuru yo muri buri muyoboro arashobora kumenyesha ibyemezo mubindi.

Kurubuga nkikimenyetso cya assortment.Zero - ibisubizo byubushakashatsi kuri e - urubuga rwubucuruzi ni ikimenyetso cyerekana icyuho cya - abakiriya bakubwira neza icyo bashaka ko udatwara. Hejuru - gushakisha, hasi - uburyo bwo kugura bushobora kwerekana ibicuruzwa abakiriya bashaka gusuzuma imbonankubone mbere yo kugura, bifite ingaruka mububiko -. UkurikijeUbushakashatsi bwa McKinsey, hejuru ya 70% byabaguzi ubu biteze uburambe bwihariye - ibiteganijwe bikoreshwa kubicuruzwa nkibicuruzwa.

Guhuriza hamwe hamwe bitandukanye.Niba kumurongo wawe no muri - ibikoresho byububiko bigomba guhuza biterwa nimiterere yububiko bwawe nimyitwarire yabakiriya. Ihuriro ryoroheje ryoroshya ibikorwa kandi ritanga amakuru asukuye neza, ariko rihatira ububiko bwumubiri gutwara ibintu bigoye kurutonde rwa interineti imiterere myinshi idashobora kwakira. Uburyo butandukanye - aho ububiko bwumubiri butwara umurongo uhindagurika, muremure - mugihe umuyoboro wa interineti ukora umurizo muremure - ukora neza mugihe iyo miyoboro yombi ikora ubutumwa butandukanye bwo guhaha. Icyemezo cyo gufata ibyemezo kiroroshye: niba abakiriya bahora bashakisha kumurongo bagahindura mububiko -, guhuza ibibazo. Niba kumurongo no muri - abaguzi b'amaduka ahanini batandukanijwe nabumva, itandukaniro rirashobora gukora neza.

Aho uhera.Ingingo ifatika cyane yinjira ni uguhuza e - ubucuruzi zeru - ibisubizo byubushakashatsi kubisubizo byateganijwe. Nta tekinolojiya mishya isabwa - buri kwezi kohereza hanze ibibazo byashakishijwe byananiranye byasuzumwe n'abayobozi b'ibyiciro birashobora kugaragara ko hari icyuho cyatanzwe muri - amakuru yo kugurisha atazigera agaragaza. Guhuza ibi hamweGutezimbere ububiko - urwego rwo gufata amakurumububiko bwumubiri bukora uruzitiro rufunze hagati yikimenyetso cyo kumurongo no muri - kurangiza ububiko.

Ibyo Ibi bisa mubikorwa

Ibikurikira bikurikira byerekana uburyo amahame yo gutezimbere asortment akoreshwa muburyo bwo kugurisha. Izi ni ingero zerekana, ntabwo ari ubushakashatsi bwihariye bwibigo.

Ibiribwa: ibisabwa byibanze byihishe mumibare rusange.Urunani rwibiryo rwakarere ruteganya ibyiciro ukoresheje ibyiciro rusange. Ibyiciro byibiribwa byamoko - abakora cyane mubaturanyi runaka - bahora bahagarariwe kuberako ibicuruzwa byabo bigabanuka iyo bizamutse kugeza kurwego rwibendera. Ihuriro - uburyo bushingiye ku gitebo nyacyo cyerekana ko icyasaga nkicyiciro cyo hasi gikenewe mu matsinda amaduka ahubwo cyari ikibazo cyo gukusanya amakuru. Guhindura ayo maduka yerekana inyandikorugero kugirango ugaragaze imyitwarire yubuguzi bwaho uziba icyuho. Ikintu gishoboza ntabwo ari ikoranabuhanga rishya - ni ugutandukanya amakuru asabwa kububiko kuruta kubendera. Kugaragara neza ukoresheje ibikoresho nkaibirango bya elegitoronike mububiko bwibiribwaishyigikira igipimo gihoraho cyo kumenya niba koko ibyo byahinduwe birimo bikorwa.

Imyambarire: ndende - umurizo ubuyobozi bwa SKU.Umudandaza wimyenda idasanzwe atwara SKUs ibihumbi byinshi bikora muri saison. Isubiramo ry'umusaruro ryerekana ko igice kinini cyurwego rutanga umugabane muto utagereranywa winjiza mugihe ukoresha igenamigambi, kubara, no kuzuza umutungo. Isesengura ritandukanya amatsinda abiri yabadakora neza: SKUs idafite umukiriya wizerwa wizerwa hamwe numwanya mubi - kugeza umusanzu -, hamwe na SKUs hamwe nubunini buke muri rusange ariko igiciro kinini cyo kugura mubice byabaguzi runaka. Itsinda rya mbere ryagiyeho. Iya kabiri iragumanye hamwe nu mwanya wagenwe. Igisubizo ni urwego rukomeye rworoshye gukora kandi ntibishoboka gutera umunaniro wicyemezo kurwego rwa tekinike.

Gucuruza neza: umuvuduko wo gukora nkibitandukanya.Agace gato - imiterere yorohereza ikorera ahantu aho buri metero kare ireshya - imigabane kandi igiciro cyimigabane ikuzwa na bffer nkeya. Impamvu igabanya ntabwo gahunda ya assortment - ni igihe kiri hagati yimigabane ibaho hamwe nabafatanyabikorwa wububiko babisubiza. Kugabanya icyo cyuho binyuze mugukurikirana ibyuma byabigenewe, aho gushingira kumugenzuzi wateganijwe, bigira ingaruka itaziguye kandi ishobora gupimwa mububiko - kuboneka kububiko bwo hejuru - margin impulse.

Ibibazo Bikunze Kubazwa

Ni ubuhe buryo bwiza bwo kugurisha ibicuruzwa?

Gutezimbere kwa Assortment ninzira yo guhora uhitamo no gutunganya ibicuruzwa bivangwa muri buri duka kugirango ugurishe cyane, inyungu, no guhaza abakiriya. Bitandukanye nimwe - igenamigambi ryigihe, ihuza amakuru nyayo - hamwe nisuzuma ryimikorere ikomeza kugirango guhitamo ibicuruzwa bihuze nibisabwa nyabyo.

Ni irihe tandukaniro riri hagati yo gutegura igenamigambi no gutezimbere?

Igenamigambi rya Assortment ninzira yigihe, yibanze - mubisanzwe ibihe cyangwa buri mwaka - isobanura ibicuruzwa bitwara bishingiye kumateka yamateka. Gutezimbere kwa Assortment birakomeje. Harimo ibimenyetso nyabyo - byerekana kandi ubike data- urwego rwimikorere kugirango uhuze assortment uko ibintu bihinduka. Igenamigambi rishyiraho icyerekezo cyambere; gutezimbere bikomeza guhinduka.

Nigute AI itezimbere uburyo bwiza?

AI ifasha ububiko - urwego rusabwa ruteganya kurenga impuzandengo ya cluster, rugaragaza imikorere idahwitse ya SKUs mugihe cyo kubara ingaruka zasimbuwe, itanga ibyifuzo bya planogramu ishingiye kumuvuduko wogurisha ubungubu, kandi ikanatanga ibimenyetso nyabyo - ibihe, - ikirere, ibyabaye, ibikorwa byabanywanyi - ko gahunda yo gutegura intoki idashobora kwinjizamo mugihe cyo gukora.

Ni izihe mpamvu zikunze kugaragara assortment optimizasiyo yananiwe?

Uburyo butanu bukunze kunanirwa: hejuru ya - kwishingikiriza kumateka yamateka adashobora gufata ibyifuzo byubu; gufata ibyemezo hagati - gufata ibyemezo bibura gutandukana kwaho; sisitemu yamakuru ya sisitemu yerekana ishusho ituzuye; gahunda yo kubahiriza gahunda iri munsi yicyicaro gikuru; no kunanirwa gushyiramo ibimenyetso bisabwa kumurongo byerekana icyuho kitagaragara muri - ububiko bwibicuruzwa byonyine.

Ni ubuhe KPI nkwiye gukurikirana kugirango optimizasiyo?

Ibipimo byingirakamaro cyane ni igipimo cyimigabane, kugurisha - ukoresheje igipimo, umusaruro wa SKU (amafaranga yinjiza cyangwa margin kuri buri gice cyumwanya wa tekinike), igipimo cyo kubahiriza gahunda, umusanzu w’amafaranga, hamwe no guhuza ibyifuzo (itandukaniro riri hagati yimishinga iteganijwe no kugurisha nyabyo - binyuze kurwego rwa cluster). Kurikirana ibyo byose kurwego rwububiko, ntabwo ari rusange.

Gushyira mu bikorwa bifata igihe kingana iki?

Igenzura ryibanze hamwe na cluster - uburyo bwo gutezimbere bushobora gutezwa imbere mumezi make ukoresheje amakuru ariho. Birenzeho AI - iterwa no gukomeza gutezimbere bisaba amakuru akomeye kandi birashobora gufata amezi 12 kugeza 18 kugirango ikore neza. Guhera kuri audit hafi ya byose byerekana intsinzi yihuse iboneka mbere yubuhanga bushya bukenewe.

Abacuruzi bato barashobora kungukirwa no gutezimbere?

Yego. Amahame akurikizwa hatitawe ku gipimo - gusobanukirwa ibicuruzwa byinjiza umwanya wabyo, gukurikirana inshuro zabitswe, hamwe no kubaka ibitekerezo hagati yamakuru yo kugurisha nibyemezo byibicuruzwa bifite akamaro kubikorwa byose. Abacuruzi bato ntibashobora gukenera imishinga ya AI; kubuntu cyangwa hasi - ibikoresho byo gusesengura ibikoresho birashobora gushyigikira optimizasiyo yingirakamaro ukurikije amakuru basanzwe bafite. GuhitamoIkirango cyiburyo cyibisubizoni imwe muntangiriro ifatika yo kunoza ifatwa ryamakuru nta shoramari ryibikorwa remezo bihambaye.

Ni ayahe makuru nkeneye gutangira?

Nibura: SKU - urwego rwo kugurisha amakuru kububiko byibuze amezi 12 yamateka, urwego rwibaruramutungo, hamwe nigipimo cyo kuboneka kwa tekinike - ndetse na raporo yububiko. Uhereye kuriyi fondasiyo, urashobora gukora igenzura rifite ireme, ukamenya amahirwe yawe yo hejuru -, kandi ukubaka igishushanyo mbonera cyamakuru. Amakuru yuzuye ntabwo asabwa. Gutezimbere kwingirakamaro birashoboka hamwe namakuru adatunganye, mugihe usobanukiwe kandi ubaze icyuho cyayo.

Aho Uhera

Assortment optimizasiyo itanga agaciro gakomeye mugihe ikora nkumuzingi uhoraho - gusesengura imikorere, guhindura ibicuruzwa bivanze, gukora mububiko -, gupima ibisubizo, no gusubiramo. Abacuruzi bubaka ubu bushobozi neza ntabwo byanze bikunze abashora mbere mubikoresho bigezweho. Nibatangirana namakuru yukuri yerekeye aho assortment yabo yananiwe, kandi bakubaka ingeso zubuyobozi kugirango bakore kuri ayo makuru buri gihe.

Niba utangiye guhera, ibikorwa bine birahita bikorwa: kora stockout na audit ya SKU igenzura ukoresheje amakuru usanzwe ufite; ongera usubiremo ububiko bwububiko bwibisobanuro birwanya imyitwarire yubuguzi aho gufata demografiya; huza e - ubucuruzi zeru - ibisubizo by'ishakisha amakuru yo mucyiciro cyawe cyo gutegura akazi; hanyuma usobanure ibyemezo bya assortment bigomba guhindurwa bigasuzumwa numuntu mbere yo kwicwa.

Buri kimwe muri ibyo gishobora gukorwa mbere yuko ikoranabuhanga rishya rigurwa - kandi buri kimwe kizatanga umusaruro ugaragara neza aho ishoramari ryikoranabuhanga ryimura urushinge.