AI a cikin Yarda da Ka'idoji
AI a cikin bin ka'ida yana amfani da koyan na'ura da ƙirar harshe don saka idanu kan ma'amaloli, abokan cinikin allo, canje-canjen ƙa'ida, da haɗarin saman sama da sauri fiye da bita na hannu.
Dubawa
Yana da mahimmanci saboda ƙungiyoyin bin ƙa'idodi suna fuskantar ƙarar ƙa'idodi da tarar murƙushewa, kuma AI na iya yanke ƙararrawa na ƙarya da keta doka.
Zurfafa nutsewa
Yarda da ka'ida ya ƙunshi tsarin da ke kiyaye bankuna, masu inshora, kantin magani, da sauran kamfanoni masu kayyade a cikin doka: sa ido kan haramcin kuɗi (AML), takunkumi da tantance zamba, bincika abokin cinikin ku (KYC), da sa ido na kasuwanci. Kayan aikin al'ada sun dogara da ƙaƙƙarfan ƙaƙƙarfan ƙa'idodi waɗanda ke nuna ɗimbin ƙima na ƙarya, wani lokacin sama da kashi 90. AI yana inganta wannan ta hanyoyi biyu. Samfuran da ake kulawa suna koya daga binciken da aka yi a baya don nuna maki waɗanne faɗakarwa suna da shakku da gaske, raguwar masu nazarin amo dole ne su bi ta. Manyan nau'ikan harshe suna karanta ƙaƙƙarfan ƙa'idodi, manufofi, da kwangiloli, sannan taswirar wajibai zuwa sarrafawar cikin gida. Bankunan kamar HSBC da JPMorgan suna tura AML da samfuran sa ido, yayin da dillalai na RegTech ke sarrafa sararin samaniya-binciken sabbin dokoki a cikin yankuna.
Fahimtar Fasaha
Yawancin tsarin AML suna haɗa binciken cibiyar sadarwa tare da masu rarrabawa. ƙudirin mahallin yana haɗa asusu, na'urori, da takwarorinsu zuwa jadawali; Algorithms na jadawali sannan gano zoben zobe da tsarin shimfidawa marasa ganuwa ga dokokin mu'amala guda ɗaya. Ƙarfafa ƙararrawa ko mai rarraba jijiya yana ƙididdige ƙima ga kowane faɗakarwa ta amfani da fasali kamar saurin gudu, labarin ƙasa, da karkatar da ƙungiyoyin tsara. LLMs suna ƙara ƙirar maidowa: rubutu na tsari yana guntu, an saka shi, kuma an bincika shi don haka ƙirar zata iya faɗi ainihin abin da ke bayan wajibci, rage hasashe cikin amsoshi masu dacewa.
Dabarun Tasiri
Mahallin da dokoki
Halin masana'antu yana ƙayyade ko ra'ayoyin AI sun tsira hulɗa da gaskiya.
Kula da inganci
Matsakaicin yanki yana tasiri karɓaɓɓun ƙimar kuskure da ƙirar sa ido.
Gina zaɓuɓɓuka
Nasarar tura kayan aiki sun daidaita iyawar fasaha tare da ayyukan aiki na gaba.
Makomar AI a cikin Yarda da Ka'ida
Masu gudanarwa da kansu suna ɗaukar SupTech, suna amfani da AI don bincikar filaye da tabo haɗarin tsarin, don haka kamfanoni masu kulawa za su fuskanci abin karantawa na na'ura, ba da rahoton kusa-kusa. Yi tsammanin mataimakan yarda da ƙa'ida waɗanda ke tsara rahotannin ayyukan da ake tuhuma, tattara shaida, da kuma cika fom ɗin tsari na sa hannu na ɗan adam. Dokar EU AI da makamantansu za su tura bayanin da buƙatun mulki-samfurin, ma'ana kowane samfurin bin doka dole ne ya shiga tunaninsa, ya yi gwajin son zuciya, kuma ya sa ɗan adam alhakin yanke hukunci na ƙarshe.
Aiwatar da Gaskiyar Duniya
Rage faɗakarwa mai inganci na AML ta hanyar ƙididdige ma'amala-sa ido kan hits don haka masu bincike sun mai da hankali kan mafi haɗari da farko.
Nuna sabbin abokan ciniki game da takunkumi, PEP, da jerin kafofin watsa labarai mara kyau ta amfani da madaidaicin suna wanda ke sarrafa bambance-bambancen rubutu da rubutu
Takaita sabbin ka'idoji ta atomatik da taswirar kowane takalifi ga manufofin kamfani da sarrafawa na yau da kullun (binciken sararin samaniya)
Tattaunawar ɗan kasuwa, imel, da kiran murya don gano yuwuwar magudin kasuwa ko yaren ciniki
Hatsari & Tsare-tsare
Bukatun tsari na iya ɓata in ba haka ba ƙaƙƙarfan samfuri.
Bayanan tarihi na iya ɓoye son zuciya da ke cutar da takamaiman al'ummomi.
Tsarin gado na iya haifar da ƙullun haɗin kai da ɓoyayyun farashi.
Taswirar Hanya
Haɗa ƙwararrun yanki daga tsara matsala zuwa ƙima.
Zane hanyoyin duba da takaddun kafin ƙaddamarwa.
Tabbatar da yarda da wajibai na aminci da wuri.
Fitar a cikin matakai tare da bayyanannen ma'auni na tsayawa da juyawa.
Ci gaba da Bincike
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Jagora na gaba
AI a cikin Nursing
Tambayoyin da ake yawan yi
Menene AI a cikin bin doka?
AI a cikin bin ka'ida yana amfani da koyan na'ura da ƙirar harshe don saka idanu kan ma'amaloli, abokan cinikin allo, canje-canjen ƙa'ida, da haɗarin saman sama da sauri fiye da bita na hannu. Yana da mahimmanci saboda ƙungiyoyin bin doka suna fuskantar juzu'i masu fashewa da murkushe tara tara, kuma AI na iya yanke ƙararrawar ƙarya duka da keta haddi.
Menene babbar matsala tare da tsarin kula da ma'amalar AML na tushen tsarin gargajiya wanda AI ke son gyarawa?
M idan-to yana yin ƙa'idar tuta manyan lambobi na halaltattun ma'amaloli, tare da ƙimar ƙimar ƙarya sau da yawa wuce kashi 90 cikin ɗari. AI yana ƙididdige faɗakarwa don haka manazarta su mai da hankali kan ayyukan da ake tuhuma na gaske.
Menene 'KYC' ke tsayawa a cikin mahallin yarda?
KYC, ko Sani Abokin Ciniki, shine tsarin tabbatar da ainihin abokin ciniki da tantance haɗarin su kafin da yayin dangantakar kasuwanci.
Ta yaya jadawali da dabarun bincike na hanyar sadarwa ke taimakawa gano haramtattun kudade?
Ƙaddamar da mahallin yana haɗa asusu, na'urori, da takwarorinsu zuwa cikin jadawali, da jadawali algorithms saman zoben wankewa da sanyawa waɗanda ƙa'idodin ciniki ɗaya ke ɓacewa.
Me yasa Layer maidowa ke da amfani lokacin da LLM ke amsa tambayoyin tsari?
Ta hanyar haɗawa da bincika ainihin rubutun ƙa'ida, samfurin zai iya ƙaddamar da amsarsa kuma ya kawo takamaiman sashe, yana rage damar ƙirƙira wajibai.
Menene 'SupTech'?
SupTech (fasaha na kulawa) yana nufin yin amfani da nasu masu gudanarwa na bayanai da kayan aikin AI don saka idanu kan filaye, gano haɗarin tsarin, da kuma kula da cibiyoyi da kyau.