Kev Nyab Xeeb Tshuag hauv Pharma: Kev daws qhov kev sib tw Goldilocks hauv Supply Chains nrog Kev Paub Txog Automation
Kev Nyab Xeeb Tshuag hauv Pharma: Kev daws qhov kev sib tw Goldilocks hauv Supply Chains nrog Kev Paub Txog Automation
Kev Nyab Xeeb Tshuag hauv Pharma: Kev daws qhov kev sib tw Goldilocks hauv Supply Chains nrog Kev Paub Txog Automation
Cov khoom lag luam kev nyab xeeb yog ib qho tseem ceeb tshaj plaws hauv cov khoom siv tshuaj. Txawm li cas los xij, kev ruaj ntseg cov khoom lag luam kuj tau ua pov thawj nyuaj heev los tswj thiab ua kom zoo, txawm tias nws kaw cov peev nyiaj ua haujlwm thiab ua rau cov nqi khoom muag.
Cov tuam txhab tshuaj feem ntau tswj hwm cov khoom lag luam ruaj ntseg kom ua tiav cov kev pabcuam siab uas ua kom cov nyiaj tau los ntawm cov khoom lag luam siab thiab ua rau cov neeg siv khoom txaus siab. Kuj hu ua buffer Tshuag, nws muab kev ruaj ntseg net tiv thaiv kev hloov pauv xws li kev ncua sijhawm ntawm cov khoom siv raw lossis kev thauj mus los, lossis kev xav tau siab heev.
Cov khoom lag luam uas tshwm sim los ntawm cov khoom lag luam tsis txaus yuav ua rau muaj kev puas tsuaj loj rau kev lag luam, nrog ntau lab nyiaj tau los poob thiab muaj peev xwm ua rau muaj kev puas tsuaj yog tias cov tshuaj tseem ceeb tsis muaj. Kev ua yuam kev ntawm ib sab ntawm qhov ntau dhau yog qhov kev coj ua, nrog rau kev ruaj ntseg hauv qhov chaw ntawm lub tuam txhab tsim cov chaw tsim khoom thiab cov chaw xa khoom thoob ntiaj teb.
Tab sis qhov ntawd kuj txhais tau hais tias ua yuam kev nyob rau sab ntawm cov nqi khoom lag luam siab thiab khi cov peev nyiaj ua haujlwm uas tuaj yeem nqis peev hauv R & D lossis lwm qhov chaw ntawm kev lag luam loj hlob.
Nws yog qhov kev sib tw Goldilocks. Pharma tuam txhab uas muag tsis tuaj yeem raug kev nyab xeeb tsawg dhau. Tab sis lawv tsis xav kom tus nqi them ntau dhau. Raws li nyob rau hauv cov me nyuam zaj dab neeg ntawm Goldilocks thiab Peb Bears, cov tshuaj xav tau kev ruaj ntseg cov khoom yuav tsum yog "tsim nyog."
Rising Risks nyob rau hauv kev ruaj ntseg Stock Management
Txhawm rau ua kom tau raws li cov hom phiaj sib tw ntawm kev txo qis kev nyab xeeb cov nqi thiab ua kom muaj kev pabcuam siab tshaj plaws, cov kws tsim khoom noj khoom haus tau tsom mus rau tackling xav tau kev hloov pauv thiab lub sijhawm ua haujlwm sib txawv nrog ntau yam ntawm cov khoom siv tswj hwm software thiab cov ntawv nthuav qhia. Cov kev siv zog no nyuaj dua puas tau nyob rau hauv peb lub hnub nyoog digital hyper-ceev raws li qhov hloov pauv tshiab cuam tshuam txog kev nyab xeeb cov khoom lag luam tseem tshwm sim. Nws tsuas yog nyuaj heev los tswj cov kev hloov pauv no los ntawm kev siv cov software uas twb muaj lawm thiab cov ntawv nthuav qhia.
Kev nce thoob ntiaj teb kev nyuaj hauv kev lag luam ua rau nws nyuaj rau sai thiab raug kwv yees qhov kev xav tau ntawm kev lag luam thiab lub sij hawm txhuas. Kev loj hlob ntawm cov ntaub ntawv hauv lub sijhawm los ntawm ntau ntau lossis ntau pua daim ntawv thov cuam tshuam rau tib neeg kev siv zog los tswj thiab txheeb xyuas cov ntaub ntawv rau cov ntaub ntawv txiav txim siab.
Qhov tshwm sim yog qhov kev npaj zoo tshaj plaws thaum muab tso ua ke cov kev xav tau txhua hli, thiab suav cov sij hawm ua cov hmoov lead uas suav nrog cov khoom muaj, cov sij hawm tsim khoom, kev thov hloov pauv, kev ntseeg siab ntawm cov neeg siv khoom thiab lwm yam, thoob plaws ntau qhov chaw SKU.
Vim qhov tsis yooj yim no, kev ruaj ntseg cov khoom lag luam feem ntau yog ua raws li ob peb yam hloov pauv, tsis yog tag nrho. Cov phiaj xwm muab cov phiaj xwm tsis tshua txaus siab ua rau muaj kev puas tsuaj rau qib kev pabcuam los ntawm kev txiav rov qab cov khoom ruaj ntseg. Kev tuav cov khoom lag luam tsis zoo feem ntau suav tias yog tus nqi ua lag luam, tab sis nws tsis tas yuav yog.
Qhov tshwm sim ntawm Cognitive Automation hauv Pharma Supply Chains
Kev paub txog automation yog qhib cov hauv kev tshiab los tswj kev nyab xeeb cov khoom lag luam ntau dua tus nqi zoo, los ntawm kev siv cov kev txawj ntse (AI) thiab kev kawm tshuab. Cov cuab yeej tawm tshiab no siv Is Taws Nem ntsuas hluav taws xob hauv huab, saib xyuas cov ntaub ntawv hauv lub sijhawm, kev paub thiab cov algorithms sophisticated coj tshiab ceev thiab precision rau cov chaw muag tshuaj.
Cov tuam txhab lag luam yog cov thawj coj hauv kev lees paub automation los kho cov kev xav tau ntawm kev kwv yees thiab kev suav sij hawm ua ntej, teeb tsa theem kom ua kom zoo dua cov qib kev nyab xeeb ntawm lub ntiaj teb loj heev. Lub tshuab no coj cov khoom siv ntse ntse automation ntawm qhov dav thiab qhov tob tshaj qhov ua tau txawm tias muaj cov kws tshaj lij tshaj lij thiab cov cuab yeej zoo tshaj plaws.
Raws li nws yog, cov phiaj xwm tuaj yeem siv sijhawm ntau lub lis piam sau cov ntaub ntawv los ntawm cov ntawv thov software rau ERP, CRM, cov ntaub ntawv xav tau kev npaj, kev thauj mus los, tus neeg xa khoom thiab kev tswj hwm tsev khaws khoom, thiab lwm yam. Tom qab ntawd, cov lej raug crunched rau kev thov thiab kev suav cov txhuas - tab sis cov ntaub ntawv tau dhau los ntawm lub sijhawm kwv yees tau ua tiav, thiab nws yooj yim rau kev saib xyuas qhov hloov pauv tseem ceeb.
Kev txawj ntse automation nkag mus rau ntau daim ntawv thov ntau txhiab zaus hauv ib hnub, thiab sib sau ua ke thiab txhawb cov ntaub ntawv rau hauv ib lub khw muag khoom. Los ntawm qhov ntawd, cov algorithms muaj zog tsim cov lus pom zoo uas tuaj yeem them rau cov kev xav tau kev kwv yees, kev suav sijhawm ua haujlwm thiab cov qib kev nyab xeeb zoo tshaj plaws. Cognitive automation augments the human planner's domain experts, muab cov ntaub ntawv-tsav cov lus pom zoo uas lawv tuaj yeem ua thiab ua tiav hauv lub sijhawm.
Ntau tus yam ntxwv teeb tsa AI-powered kev txawj ntse automation sib nrug los ntawm cov kev coj noj coj ua:
Kev kwv yees txhua hnub.
Kev thov thiab cov sij hawm txhuas tuaj yeem suav nrog txhua hnub vim tias kev paub txog kev siv tshuab hluav taws xob taug qab cov ntaub ntawv thiab qhov tsis txaus ntseeg nyob ze ntawm lub sijhawm. Qhov ntawd yog qhov kev txhim kho loj tshaj li phau ntawv kwv yees ib hlis ib zaug lossis lwm lub sijhawm.
Sib sib zog nqus granularity.
Tsis yog cov ntaub ntawv sau tseg, kev txawj ntse automation ua haujlwm nrog cov ntaub ntawv sib sib zog nqus granularities, nqes mus rau txhua hnub kev lag luam los ntawm SKU qhov chaw, xaj, nroj tsuag, raw khoom, cov neeg siv khoom thiab ntau dua.
Xaus-rau-kawg visibility.
Kev txawj ntse automation coj mus rau fruition lub 'Holy Grail' ntawm kawg-rau-kawg mov saw pom, yog li ntawd cov thawj coj yuav evolve los ntawm reactive teeb meem rau proactive optimization thiab cov ntaub ntawv-driven kev txiav txim siab.
Los ntawm kev pom kev nyab xeeb, cov peev txheej no tseem tuaj yeem pab cov pab pawg xa khoom zoo dua los tswj cov khoom lag luam uas muaj sij hawm tas sij hawm kom txo tau cov khoom xa tuaj, shrinkage thiab tus nqi ntawm cov khoom pov tseg yam tsis xav tau.
Cognitive Automation ntawm Merck KGaA
Merck KGaA yog ib qho piv txwv ntawm lub tuam txhab tshuaj uas tau sau cov khoom plig khoom plig nrog kev txawj ntse automation, raws li tau teev tseg hauv Wall Street Journal tsab ntawv ceeb toom. Lub lag luam German siv kev paub txog kev daws teeb meem los ntawm Aera Technology, nyob rau hauv cov ntaub ntawv siv nrog txog 100 cov khoom siv tshuaj fertility.
Lub software nkag mus rau Merck daim ntawv thov thiab sib sau cov ntaub ntawv mus rau hauv ib txheej kev paub txog cov ntaub ntawv. Tom qab ntawd, AI thiab kev kawm tshuab tshawb xyuas cov ntaub ntawv, txheeb xyuas qhov teeb meem, thiab pom zoo ua kom zoo. Ntau dua li Merck cov neeg npaj ua haujlwm nyob rau hauv cov ntawv tshaj tawm thiab sib cav txog cov lej, cov tshuab thiab AI ua haujlwm hnyav thiab xa cov ntaub ntawv los ntawm cov lus pom zoo ntawm qhov ua tau zoo tshaj plaws.
Kev nyab xeeb cov khoom lag luam tsis tau txais kev saib xyuas nws tsim nyog, tsuas yog vim tias nws nyuaj heev rau kev kwv yees kom raug thiab vim muaj kev pheej hmoo uas cov khoom lag luam qis tuaj yeem ua rau lub lag luam. Niaj hnub no, cov tuam txhab muag tshuaj muaj cov hauv kev tshiab rau kev txuag nyiaj ntau thiab tso nyiaj ua haujlwm nrog AI-powered mus kom tau txais kev ruaj ntseg Tshuag "tsuas yog."
