Incamake
AI ifasha amabanki kubona agace gato k'ibikorwa bihisha amafaranga yinshinjabyaha muri miliyari zemewe. Ntacyo bivuze kuko sisitemu ishingiye kumurage yerekana ibendera ryinshi mubikorwa byinzirakarengane, guta igihe cyiperereza no kureka kunyereza.
AI muburyo bwo kurwanya amafaranga ikoresha AI mubidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini muburyo bwo guhitamo.
Kwibira cyane
Kurwanya amafaranga (AML) nuburyo banki zimenya amafaranga ajyanye nibyaha nko gucuruza ibiyobyabwenge, uburiganya, n’iterabwoba. Sisitemu gakondo ikoresha amategeko ahamye - kurugero, ibendera ry'amafaranga ayo ari yo yose abitsa hejuru ya $ 10,000 - bitanga umubare munini wibimenyesha ibinyoma (akenshi 90-95% byimenyesha birangiye). AI ihindura uburyo wiga imyitwarire isanzwe isa kuri buri mukiriya no kubona gutandukana. Imashini yiga imashini itanga amanota kubikorwa, mugihe igishushanyo mbonera cyerekana ikarita ihishe imiyoboro ya konti yimura amafaranga muburyo bwahujwe. Gutunganya ururimi karemano rusuzuma amakuru nurutonde mugihe 'Menya umukiriya wawe'. Intego ni bike mubyiza byibinyoma, iperereza ryihuse, no gufata gahunda zinoze - nka 'smurfing' (kugabana amafaranga menshi muri transfert ntoya) - ibyo byoroheje byoroshye kubura rwose.
Ubushishozi
Ubuhanga bubiri bwiganje. Ingero zagenzuwe (ibiti byongerewe imbaraga, ibiti byo mu mitsi) bigira ku bihe byashize byemejwe-byo kumesa kugirango batange ibicuruzwa bishya. Ariko uburiganya bwanditseho uburiganya ni gake, kubwibyo bidakurikiranwa gutahura no gushushanya imiyoboro yimitsi nayo ifite akamaro: bagereranya konti nkumutwe no guhererekanya nkimpande, kwerekana impeta, imiyoboro yinyumbu, nuburyo bwo gushiraho nta tegeko rya konti imwe ryashoboraga kubona. Ikemurwa ryibikorwa bihuza aliase na shell ibigo kuri silos yamakuru kuburyo umugizi wa nabi umwe adafatwa nkabakiriya icumi badafitanye isano.
Kumenya AI mu Kurwanya Amafaranga
AI ifasha amabanki kubona agace gato k'ibikorwa bihisha amafaranga yinshinjabyaha muri miliyari zemewe. Ntacyo bivuze kuko sisitemu ishingiye kumurage yerekana ibendera ryinshi mubikorwa byinzirakarengane, guta igihe cyiperereza no kureka kunyereza. AI muburyo bwo kurwanya amafaranga ikoresha AI mubidukikije byihariye aho amabwiriza, ibikorwa, no kwihanganira ingaruka bigira uruhare runini muburyo bwo guhitamo. Kugirango wubake byimbitse, fata AI muburyo bwo kurwanya amafaranga nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha AI muburyo bwo kurwanya amafaranga ahuza ubushobozi bwa tekiniki na politiki ya domaine, ubugenzuzi, no gufata ibyemezo imbere. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mugihe kimwe, ibisabwa byubuyobozi birashobora gutesha agaciro ubundi prototypes ikomeye. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri.
Inganda zerekana niba ibitekerezo bya AI bikomeza guhura nukuri. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura.
Imbogamizi za domeni zigira ingaruka zemewe namakosa yo kugenzura. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere.
Ibikorwa bigenda neza bihuza ubushobozi bwa tekiniki hamwe nakazi kambere. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
HSBC yafatanije na Google Igicu cyo gukoresha AI bivugwa ko yasanze ibikorwa 2-4x biteye amakenga mugihe cyo guca imenyekanisha ryibinyoma, bikagaragaza miriyoni amagana yibikorwa buri kwezi.
Amabanki akoresha ibishushanyo mbonera kugirango yerekane 'imiyoboro yinyumbu' aho umuntu umwe ashakisha konti nyinshi kugirango atere kandi yimure amafaranga yibwe.
Izina rya NLP ryerekanwe kugenzura abakiriya ibihano byisi yose hamwe na lisiti-yerekanwa na politiki-yerekana abantu, ikemura itandukaniro ryimyandikire hamwe ninyuguti zinyuranye.
Imashini yiga ibyago-amanota yohereza insinga mugihe nyacyo bityo kohereza $ 9.800 (munsi yurwego rwo gutanga raporo) byagarutsweho kuri konti nyinshi bitera kwitonda.
Uburyo bwo Gushyira mu bikorwa
AI mu kurwanya amafaranga mu bikorwa
HSBC yafatanije na Google Igicu cyo gukoresha AI bivugwa ko yasanze ibikorwa 2-4x biteye amakenga mugihe cyo guca imenyekanisha ryibinyoma, bikagaragaza miriyoni amagana yibikorwa buri kwezi.
HSBC yafatanije na Google Igicu kugirango bakoreshe AI bivugwa ko yasanze ibikorwa 2-4x byinshi biteye amakenga mugihe cyo guca imenyekanisha ryibinyoma, kugenzura amamiriyoni amagana yubucuruzi buri kwezi Amakipe akunze kubona umusaruro ushimishije mugihe asobanura inzira yizamuka ryabantu imbere yimanza, kandi agakurikirana inyungu zumusaruro hamwe nibiciro byamakosa mugihe runaka.
AI mu kurwanya amafaranga mu bikorwa
Amabanki akoresha ibishushanyo mbonera kugirango yerekane 'imiyoboro yinyumbu' aho umuntu umwe ashakisha konti nyinshi kugirango atere kandi yimure amafaranga yibwe.
Amabanki akoresha ibishushanyo mbonera kugirango yerekane 'imiyoboro yinyumbu' aho umuntu umwe yinjiza konti nyinshi kugirango atere kandi yimure amafaranga yibwe Amakipe ubusanzwe abona umusaruro ushimishije iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo bikurikirana, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
AI mu kurwanya amafaranga mu bikorwa
Izina rya NLP ryerekanwe kugenzura abakiriya ibihano byisi yose hamwe na lisiti-yerekanwa na politiki-yerekana abantu, ikemura itandukaniro ryimyandikire hamwe ninyuguti zinyuranye.
Kugenzura izina rya NLP bigenzura abakiriya ibihano byisi yose hamwe na lisiti yabantu-bagaragajwe na politiki, gukemura itandukaniro ryimyandikire hamwe nizina ryinyuguti zinyuguti Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimanza, kandi agakurikirana inyungu zumusaruro hamwe nibiciro byamakosa mugihe runaka.
AI mu kurwanya amafaranga mu bikorwa
Imashini yiga ibyago-amanota yohereza insinga mugihe nyacyo bityo kohereza $ 9.800 (munsi yurwego rwo gutanga raporo) byagarutsweho kuri konti nyinshi bitera kwitonda.
Imashini yiga ibyago-amanota yohereza insinga mugihe nyacyo bityo kohereza amadolari 9.800 (gusa munsi yurwego rwo gutanga raporo) bigasubirwamo kuri konti nyinshi bitera amakenga yo gukangurira Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimanza, kandi bikurikirana inyungu zibyara umusaruro nibiciro byigihe.
Ingaruka & Kurinda
Ibisabwa kugenzurwa birashobora gutesha agaciro ubundi prototypes ikomeye.
Amakuru yamateka arashobora gushiramo kubogama byangiza abaturage.
Sisitemu yumurage irashobora gushiraho uburyo bwo kwishyira hamwe nibiciro byihishe.
Igishushanyo mbonera
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma.
Shyiramo abahanga ba domaine kuva ibibazo bitegura gusuzuma. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira.
Shushanya inzira y'ubugenzuzi n'inyandiko mbere yo gutangira. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Emeza kubahiriza inshingano z'umutekano hakiri kare.
Emeza kubahiriza inshingano z'umutekano hakiri kare. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka.
Kuzenguruka mu byiciro hamwe no guhagarara neza no kugaruka. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.