AI a cikin Kayan aikin Robotic Automation
Robotic Process Automation (RPA) yana amfani da 'bots' na software don kwaikwayi dannawa da maɓalli da mutane ke yi a aikace-aikacen kasuwanci.
Dubawa
Adding AI turns these rigid bots into ones that can read documents, understand language, and make judgment calls.
Zurfafa nutsewa
Bots na RPA suna sarrafa maimaitawa, aikin ofishi na tushen doka ta hanyar sarrafa software kamar yadda mutum zai yi, danna maɓalli, kwafin filayen tsakanin tsarin, da cike fom. RPA na al'ada daga masu siyarwa kamar UiPath, Automation Anywhere, da Blue Prism yana da kyau don tsayayye, ɗawainiya da aka tsara amma yana karye lokacin da allo ya canza ko takarda ta lalace. A nan ne AI ke shigowa: Gane halayen gani yana karanta daftarin da aka bincika, sarrafa harshe na yanayi yana fassara imel, da koyon injin yana rarraba lokuta ko fitar da bayanai daga takaddun da ba a tsara su ba. Yawancin lokaci ana kiran haɗin kai tsaye ta atomatik ko 'hyperautomation.' Bot na iya karanta daftarin PDF tare da OCR, ya inganta shi a kan bayanan bayanai, sannan ya sanya shi cikin tsarin lissafin kuɗi, yana ƙara ƙarar lamura kawai ga ɗan adam.
Fahimtar Fasaha
Rubutun RPA a fili ba su da ƙarfi saboda sun yi niyya ga daidaitawar daidaitawar allo ko abubuwan UI; idan maɓalli ya motsa, bot ɗin ya gaza. AI yana taurare wannan tare da hangen nesa na kwamfuta wanda ke gano abubuwa ta hanyar bayyanar da daftarin AI wanda ke juya PDFs marasa tsari da imel zuwa filayen da aka tsara. Samfuran ML suna ƙara ƙimar amincewa, don haka ana sarrafa abubuwa masu inganci ta atomatik yayin da masu ƙarancin ƙarfin gwiwa ke kan hanya zuwa ga mutane, ƙirar 'mutum-in-da-madauki' wanda ke kiyaye daidaito babba ba tare da sadaukar da saurin cikakken aiki da kai ba.
Dabarun Tasiri
Gina zaɓuɓɓuka
Tsarin matakin aikace-aikacen yana ƙayyade ko AI yana inganta sakamako na gaske.
Ƙungiya da aikin aiki
Kyakkyawan haɗin gwiwar aiki yana haifar da ribar yawan aiki masu amfani za su iya amincewa.
Haɗari da aminci
Abubuwan da aka yi amfani da su da kyau suna rage gajiyar canji da haɗarin aiwatarwa.
Makomar AI a cikin Kayan aikin Robotic Automation
RPA tana haɗuwa tare da manyan nau'ikan harshe da wakilan AI waɗanda zasu iya fassara manufa da yanke shawarar matakai, maimakon bin rubutun da aka yi rikodin hannu. Masu siyarwa yanzu suna jigilar 'aiki atomatik' inda LLM ke shirin tafiyar aiki, yana kiran kayan aiki da bots, kuma yana sarrafa keɓantacce cikin yare bayyananne. Yi tsammanin ƙarin bots masu warkarwa da kansu waɗanda ke daidaitawa lokacin da musaya ke canzawa, isa ga aikin ilimi kamar tsarawa da tunani, da tsauraran tsarin mulki don kiyaye wakilai masu cin gashin kansu waɗanda ake iya tantance su da aminci.
Aiwatar da Gaskiyar Duniya
Ƙungiyoyin kuɗi suna sarrafa sarrafa daftari: bot yana karanta PDF tare da OCR, yana tabbatar da jimlar, da kuma aikawa zuwa ERP.
Bankunan suna gudanar da KYC mai sarrafa kansa da rajistan shiga ta hanyar ja da tabbatar da bayanan abokin ciniki a cikin tsarin.
Bots na HR suna ba da sabbin asusun haya, imel, da samun dama ta hanyar kwafin bayanai tsakanin dandamali na HR da IT.
Ofisoshin baya na kiwon lafiya da ke sarrafa da'awar inshora da shigar da bayanan haƙuri tsakanin hanyoyin sadarwa.
Hatsari & Tsare-tsare
Yin aiki da ɓaryayyen tsari na iya haɓaka matsalolin da ke akwai.
Ƙungiyoyi na iya wuce gona da iri kuma su cire hukuncin ɗan adam da ake buƙata.
Ingancin na iya motsawa idan ba a ci gaba da kimanta abubuwan da aka fitar ba.
Taswirar Hanya
Taswirar tsarin aiki na yanzu kuma gano matakin mafi girman juzu'i.
Ƙayyade wuraren bincike na ɗan adam kafin cikakken aiki da kai.
Horar da masu amfani akan faɗakarwa, hanyoyin haɓakawa, da ƙa'idodi masu inganci.
Bibiyar sakamakon matakin ɗawainiya don tabbatar da ƙima mai dorewa.
Ci gaba da Bincike
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Tambayoyin da ake yawan yi
What is AI in Robotic Process Automation?
Robotic Process Automation (RPA) yana amfani da 'bots' na software don kwaikwayi dannawa da maɓalli da mutane ke yi a aikace-aikacen kasuwanci. Ƙara AI yana juya waɗannan bots ɗin bots zuwa waɗanda za su iya karanta takardu, fahimtar harshe, da yin kiran hukunci.
Menene bots na RPA na gargajiya da farko suke yi?
Bots RPA suna aiki da software na kasuwanci kamar yadda mutum zai yi, dannawa, bugawa, da motsi bayanai tsakanin aikace-aikace don gudanar da maimaitawa, aikin tushen doka.
Me yasa ake yawan bayyana rubutun RPA a sarari (marasa AI) a matsayin 'raguwa'?
Bots na al'ada sun yi niyya ga ƙayyadaddun abubuwan UI ko daidaitawa, don haka maɓalli da aka matsa ko allon da aka sake tsarawa na iya haifar da gabaɗayan aiki da kai ga kasawa.
Ta yaya ƙara AI ke faɗaɗa abin da bots RPA za su iya ɗauka?
AI yana ƙara iyawa kamar OCR don takaddun da aka bincika, NLP don imel, da ML don rarrabuwa, don haka bots na iya magance rikice-rikice, abubuwan da ba a tsara su ba waɗanda ƙaƙƙarfan rubutun ba za su iya ba.
Menene ƙirar 'mutum-in-da-madauki' a cikin fasaha ta atomatik?
Samfuran ML suna haɗe ƙima mai aminci; wasu abubuwa suna aiwatarwa ta atomatik yayin da waɗanda basu da tabbas suna haɓaka zuwa ɗan adam, suna daidaita gudu tare da daidaito.
Wanne kalma ya bayyana haɗa RPA tare da AI, nazari, da sauran kayan aikin a cikin ƙungiya?
Hyperautomation, wanda kuma ake kira fasaha ta atomatik, yana nufin sanyawa AI da fasahohin da ke da alaƙa akan RPA don sarrafa fa'ida, mafi hadaddun matakai na ƙarshe zuwa ƙarshe.