AI muClaims Processing
AI inogadzirisa maitirwo anoitwa mainishuwarenzi, kuongorora, uye kubhadhara zvichemo - kuverenga magwaro, kufungidzira kukuvadzwa kubva pamifananidzo, uye kubiridzira.
Pfupiso
It matters because faster, more consistent claims handling can turn a weeks-long ordeal into minutes while cutting costs and errors.
Kudzika Kwakadzika
Paunoisa chikumbiro cheinishuwarenzi - yekuparara kwemotokari, pasi pemvura yakazara, kana bhiri rekurapa - rinogara richifamba kuburikidza neketani inononoka yevagadziri, mapepa, uye ongororo yemanyorero. AI inomanikidza izvi. Kuzivikanwa kwemavara ekuona uye kugadzirisa mutauro wechisikigo kunobvisa data kubva pamifananidzo yemarisiti, mishumo yemapurisa, uye mafomu akanyorwa nemaoko. Chiratidzo chekombuta inofungidzira mari yekugadzirisa zvakananga kubva pakukuvara mafoto. Kufanofungidzira modhi nzira yekureva: yakapusa, yakaderera-ine njodzi inogona kubvumidzwa otomatiki ('yakatwasuka-kuburikidza nekugadzirisa'), nepo yakaoma kana fungidziro ichienda kuvanhu. Mamodheru ekubiridzira anofananidza chirevo chega chega nemaitiro ematsotsi anozivikanwa. Mubayiro wacho kukurumidza (zvimwe zvichemo zvemotokari zvinogadziriswa mumaminitsi), kuwirirana (kuderera kwekugadzirisa-ku-adjuster kusiyana), uye kuderera 'kurasikirwa kwekugadzirisa mari' - kunyange veinishuwarenzi vachifanira kuramba vachiramba zvisizvo.
Technical Insight
Iyo pombi inosungirira mhando dzakawanda. Gwaro AI (OCR pamwe neNLP) inodhijita zvisina kurongeka muminda yakarongeka. Makomputa ekuona mamodheru, anowanzo convolutional neural network akadzidziswa pamamirioni emifananidzo yakanyorwa yekukuvadza, rongedza kuoma uye fungidziro yemutengo. Muteveri wenjodzi/hutsotsi anoverengera zvisingaenderane — mapikicha akadzokororwa, zvidhindo zvenguva zvisingaenderane, mari dzekuti hadzienderane nekukuvadzwa. Injini yesarudzo inobva yashandisa mitemo yebhizinesi kubvumidza otomatiki, kukumbira rumwe ruzivo, kana kuwedzera. Zvichiwedzera, mhando dzemitauro mikuru inopfupikisa mafaera ekudai uye zvinyorwa zvinogadzirisa.
Strategic Impact
Mamiriro ezvinhu nemitemo
Mamiriro eindasitiri anosarudza kana mazano eAI achirarama nekusangana neicho chaicho.
Kudzora kwemhando yepamusoro
Zvisungo zveDomain zvinopesvedzera mwero wezvikanganiso zvinogamuchirika uye mamodheru etarisiro.
Vaka sarudzo
Kuendesa kwakabudirira kunonanisa kugona kwehunyanzvi nekumberi kwekufambiswa kwebasa.
Ramangwana reAI muMakumbiro Magadzirirwo
Zvichemo zvisingabatanidzi - uko AI inobata zvese kubva pakatanga chiziviso chekurasikirwa kusvika pakubhadhara pasina kupindira kwevanhu - ichawedzera yemaitiro, yakaderera-yakakosha kesi. Lemonade yakataura pachena zvichemo zvakabhadharwa mumasekonzi. Tarisira kubatanidzwa kwakasimba ne telematics (dhata rekutyaira) uye maIoT sensors (mvura inodonha inoongorora) saka zvichemo zvinokonzereswa uye zvinosimbiswa otomatiki. Generative AI ichanyora kutaurirana kwevatengi uye kubata mibvunzo yekutanga-mutsara. Maregulator anozoongorora kurerekera uye kurambwa zvisiri izvo, saka 'munhu ari muchiuno' acharamba achisungirwa kune kupokana kana kukwirira-kwezvichemo.
Real-World Implementation
Lemonade's AI bot 'AI Jim' yakabhadhara vamwe vanorenda / zvichemo zvemba mukati memasekonzi matatu nekutarisa kupomerwa kunopesana nemitemo yekubiridzira.
Mainishuwarenzi emotokari anoshandisa kuona komputa (semuenzaniso, Inotakurika, CCC) kufungidzira mutengo wekugadzirisa mota kubva kumapikicha e-smartphone ekukuvara.
Mainishuwarenzi ehutano anoshandisa NLP kuverenga makodhi ekurapa uye manotsi, otomatiki kutonga zvichemo zvemaitiro uye mureza zvikanganiso zvekodha.
Mamodheru ehutsotsi anozivisa maitiro anofungidzirwa semufananidzo wakafanana wekukuvadzwa wakatumirwa pazvikumbiro zvakawanda kana network dzetsaona.
Njodzi & Guardrails
Regulatory zvinodiwa zvinogona kukanganisa zvimwe zvakasimba prototypes.
Nhoroondo yenhoroondo inogona kubatanidza kurerekera kunokuvadza nharaunda dzakati.
Nhaka masisitimu anogona kugadzira mabhodhoro ekubatanidza uye mitengo yakavanzika.
Implementation Roadmap
Batanidza domain nyanzvi kubva pakugadzirisa dambudziko kusvika pakuongorora.
Dhizaina nzira dzekuongorora uye zvinyorwa zvisati zvatanga.
Gadzirisa zvisungo zvekuteedzera uye kuchengetedza nekukurumidza.
Buritsa muzvikamu zvine kujeka kumira uye kudzoreredza maitiro.
Ramba Uchiongorora
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Gaidhi rinotevera
Point Cloud Processing
Mibvunzo inowanzo bvunzwa
What is AI in Claims Processing?
AI inogadzirisa maitirwo anoitwa mainishuwarenzi, kuongorora, uye kubhadhara zvichemo - kuverenga magwaro, kufungidzira kukuvadzwa kubva pamifananidzo, uye kubiridzira. Izvo zvine basa nekuti kukurumidza, kunoenderana zvirevo kubata kunogona kushandura vhiki-refu dambudziko kuita maminetsi uku uchicheka mitengo uye zvikanganiso.
Chii chinonzi 'straight-through processing' chinorevei mukubata zvikwereti?
Kururamisa-kuburikidza nekugadzirisa kunoita kuti zvichemo zvakaderera, zvakanyorwa zvakanaka zvigamuchirwe uye zvibhadharwe otomatiki, kuchengetedza vanhu vanogadzirisa nyaya dzakaoma kana kufungidzira.
Ko komputa kuona kunobatsira sei mune auto inishuwarenzi zvichemo?
Maonero emhando akadzidziswa pamamirioni emifananidzo yekukuvadza anogona kurongedza kuomarara uye kufungidzira mutengo wekugadzirisa zvakananga kubva kune smartphone mafoto.
Ndeipi basa reOCR neNLP pakutanga kwepombi yezvirevo?
OCR pamwe neNLP shandura zvimisikidzo zvisina kurongeka - mafomu akanyorwa nemaoko, mapikicha emarisiti, mishumo yemapurisa - kuita minda yakarongeka iyo imwe pombi inogona kushandisa.
Ndeupi weiyi mureza mutsvuku muenzaniso wekubiridzira unogona kubata?
Mapikicha akadzokororwa, zvitambi zvenguva zvisingaenderane, uye huwandu husingaenderane nekukuvadzwa kunooneka hutsotsi hwekare hunoratidza kuti mamodhi akakanganisa.
Ndeipi kambani inozivikanwa nekubhadhara zvimwe zvichemo mumasekondi kuburikidza neAI bot?
Lemonade's 'AI Jim' bot yakataura pachena kuti inobvumidza uye kubhadhara zvimwe zvichemo mukati memasekonzi matatu mushure mekuongorora hutsotsi.