Kutanga HN: Kadhibhodhi (YC W26) - Agentic vhidhiyo mupepeti

Nguva Yekuzvimiririra Vhidhiyo Edhita Yasvika

Vhidhiyo yave chinyararire chakanyanya kushandisa zviwanikwa mubhizinesi razvino. Mutsananguri wechigadzirwa chimwe chete, gadziriso yekota kune vanoisa mari, modhi yekudzidzira yemubhadharo mutsva paboarding kutenderera - chimwe nechimwe chinoda kunyorwa, kurekodha, kugadzirisa, kugadzika kwemavara, zvinyorwa, uye kugovera mumatanho gumi nemaviri. Kumasangano mazhinji, pombi iyi inotora mazuva uye inodhura zviuru zvemadhora pachinhu chimwe chete. Kubuda kweagentic video editors — AI masisitimu asingangobatsiri asi kutoita sarudzo dzekupepeta, kuita akawanda-nhanho workflows, uye kuburitsa zvakapedzwa zvakazvimiririra - yave kuda kudonha iyo nguva yenguva kubva pamazuva kusvika kumaminetsi. Izvo Y Combinator's Chando 2026 batch iri kubhejera pairi hapana chinhu chishoma pane kufungidzira kuzere kwekuti mabhizinesi anoburitsa sei kutaurirana kwekuona pachiyero.

Kuchinja uku hakusi kuwedzera. Izvo zvine chimiro. Iyo yapfuura wave yeAI vhidhiyo maturusi akapa mazano: cheka pano, wedzera chinyorwa ipapo, pamwe otomatiki-sarudza thumbnail. Agentiki masisitimu anoshanda zvakasiyana. Ivo vanogashira chipfupi, chikonzero nezvechinangwa, kudhonza midziyo yakakodzera, kuteedzera zvimedu, kunyora uye kurekodha rondedzero, kushandisa mhando yemhando, uye ekunze-yakagadziridzwa shanduro - zvese pasina munhu kubata nguva. Kune 138,000 mabhizinesi pasi rose anoshandisa mapuratifomu seMewayz kubata mashandiro avo, kugona uku kunosvika panguva chaiyo chaiyo. Iyo bhodhoro mukugadzirwa kwemukati haina kumbobvira yave yekugadzira. Yagara iri bandwidth yekuuraya.

Chii Chinoparadzanisa Agentic Editing kubva kuAI-Assisted Editing

Musiyano unonyanya kukosha kuti makambani anofanira kuronga sei zvemukati mafambisirwo ebasa. AI-yakabatsirwa vhidhiyo maturusi, ayo aripo kubva angangoita 2020, anoshanda sematurusi emagetsi mumaoko ane hunyanzvi. Vanopedzisa mabasa anotangwa nemunhu. Munhu achiri muridzi wekugadzira loop: vanosarudza chimiro, vanobvumidza kucheka, vanoita nhare dzekutonga nezvekufamba uye inzwi. Chishandiso chinongoita kuti sarudzo dzive nyore kuita. Iyi modhi inotora yakadzidziswa vhidhiyo mupepeti inogara iri mulop, zvinoreva kuti kuverenga uye hunyanzvi hunoramba huri hunodikanwa kuti ubudiswe.

Agentic editors shandura izvi zvachose. Iyo sisitimu inotora chinangwa seyekupinza - "gadzira maminetsi maviri chigadzirwa demo kune yedu nyowani invoicing module yakanangana nevakasununguka, itumire kuLinkedIn uye kuimisikidza pane peji remitengo" - uye inobata icho chinangwa sedambudziko rinogadziriswa mukutevedzana kwezvisarudzo zvekuzvimiririra. Iyo inoronga, inoita, inotarisa yayo pachayo kubuda maererano nemhando yemhando, iterates, uye inopa. Basa remunhu rinoshanduka kubva kune mushandisi kuenda kune mubvumiri. Iyi haisi diki UX kuvandudzwa. Ishanduko huru mumhando dzemasangano anogona kugadzira vhidhiyo yehunyanzvi pamwero.

Mabhenjimaki ekutanga kubva kuajenti system anokurudzira kuderedzwa kunoda kusvika 12x munguva-yekushambadza yemhando dzevhidhiyo dzebhizinesi. Mutsananguri wemaminetsi maviri aimboda mutori wevhidhiyo, script, musangano wakazara wekugadzirisa, uye kutenderera kutenderera kuchipinda mukati memaminitsi gumi nemasere enguva yewachi. Kune mabhizinesi anotarisira kushambadzira, kutaurirana kweHR, kubudirira kwevatengi, uye dzidzo yechigadzirwa panguva imwe chete, iyo yekuwandisa inoshandura.

Iyo Bhizinesi Nyaya Haisi Nezve Virality — Iri Nezve Vhoriyamu

Hurukuro yevatengi yakatenderedza AI vhidhiyo inowanzo gadzirisa paHollywood-chiyero kugadzirwa uye social media virality. Iyo inogara yakasimba bhizinesi kesi yakanyarara uye inomanikidza: inoshanda vhidhiyo pachiyero. Funga nezvese pese pekubata mune yakajairwa yepakati-saizi kambani yekutaurirana stack. Zvikwata zvekutengesa zvinoda mavhidhiyo akasarudzika. HR inoda kufamba-famba kwemaitiro mazana maviri mumadhipatimendi gumi nemaviri. Kubudirira kwemutengi kunoda zvigadzirwa zvidzidzo zvinogadziridzwa pese pese pazvikepe. Mari inoda pfupiso yekota yevhidhiyo inogayiwa zvakakwana kuitira bhodhi isina nguva yekuverenga 40-slide deki.

Hapana chimwe cheizvi chiri chikamu chezvinyorwa zvinoyevedza. Vese vari pari zvino havashandiswe nekuti vanogara pazasi pechikumbaridzo uko kugadzirwa kwevhidhiyo yechinyakare kunodhura. Vhidhiyo yakasarudzika yega yega ye800 bhizinesi tarisiro ine dzidziso ine simba asi hazvigoneke kana vhidhiyo yega yega inodhura $400 kugadzira. Agents vapepeti vanobvisa chipingamupinyi ichocho chehupfumi. Mutengo wepamucheto wevhidhiyo ye800 unosvika zero. Chii chaive mushandirapamwe wakachengeterwa maakaundi epamusoro-soro chinova maitiro akajairika epaipi yese.

Nhamba dzinotaura nyaya yacho zvakajeka. Mabhizinesi anoshandisa mavhidhiyo mushumo yavo yekutengesa 49% yakakwirira mari yekukurakupfuura avo vasingadaro, maererano neAberdeen Group tsvakurudzo. Zvakadaro mazhinji eSMB anogadzira asingasviki mana mavhidhiyo pakota - kwete nekuti vanokahadzika kukosha, asi nekuti kugadzira kunodhura zvakanyanya uye kunononoka kururamisa frequency. Agentiki masisitimu anotyora chibvumirano ichi zvachose, zvichiita kuti mavhidhiyo ecadence aimbova ega ega emakambani ane-mumba masitudiyo.

Mabasa mashanu eBhizinesi Anoshandura Agentic Vhidhiyo Pakarepo

Kubudirira kunowanikwa kubva kuzvimiririra kugadziridzwa kwevhidhiyo hakuna kugovaniswa zvakaenzana. Mamwe mabasa ebhizinesi anozonzwa kukanganisa nekukurumidza uye zvakanyanya kupfuura mamwe. Maapplications epamusoro-soro akatenderedza mafambiro ebasa apo vhidhiyo haisipo nekuda kwemutengo, kana iripo asi ine njodzi yekare nekuti kuigadziridza kunonetsa.

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• Mushandi arikukwira: Zviyero zvekudzidzisa zvinongozvigadziridza kana mitemo kana maitirwo achinja, zvichibvisa kusarira kwemwedzi mitanhatu pakati pekuvandudza uye kudzidzira kuvandudza.
• Rutsigiro rwevatengi: Maitiro ekuita mavhidhiyo akatangwa nemapoka ematikiti erutsigiro, kuderedza vhoriyamu yetikiti nekupa vatengi kugadzirisa kwekuona nekukasira kune zvinowanzoitika.
• Zvigadzirwa: Mavhidhiyo ezviziviso anogadzirwa otomatiki kubva kuzvinyorwa zvechigadzirwa, anotumirwa panguva imwe chete nekodhi deployment.
• Kukurukurirana kukuru: Zvigadziriso zvemukati zvevhiki nevhiki kana zvepamwedzi zvinopihwa kubva muzvinyorwa zvemusangano nemadhibhodhi ekuita, zvichichengeta zvikwata zvakagoverwa zvakarongeka pasina kuronga pamusoro.
• Umboo neuchapupu pamagariro evanhu: Mavhidhiyo enyaya dzemutengi akaunganidzwa kubva kubvunzurudzo dzakarekodhwa, data yenyaya, uye mametrics akatorwa kubva papuratifomu analytics.

Imwe neimwe yemakesi ekushandisa aya inomiririra chikamu chekukurukurirana icho parizvino chisingaitiki kana kuitika kashoma nekuti mutoro wekugadzira wakanyanya kukwira. Kugadziridza kweagentic hakunatsirise mafambiro ebasa aya zvishoma - kunoita kuti mapoka ese ekutaurirana ashande muhupfumi kekutanga.

Kubatanidza Ndiwo Moat Chaiyo

Maturusi akanyanya kuomarara evhidhiyo haahwine pakugadzirisa mhando chete. Vanozokunda pakudzika kwekubatanidza. Vhidhiyo mupepeti anogara ari ega - ichida kurodha kwemaoko, kupinza kwemaoko, uye kugovera nemaoko - inotora chikamu chidiki chekubudirira kunowanikwa nehunyanzvi. Sirin'i paukoshi yakadzikira kunze kwekunge mupepeti akwanisa kusvika mudhata rekushanda rebhizinesi: kudhonza mifananidzo yezvigadzirwa kubva muraibhurari yeasethi, kuverenga mazita evatengi kubva kuCRM, kubvunza nhamba dzekuita kubva kune analytics dashboard, kutumira zvakapedzwa kune peji ye-link-in-bio otomatiki, uye kutema basa rakapedzwa uchipesana nekufamba kwekushambadzira.

Makambani anozoburitsa kukosha kwakanyanya kubva mujenti vhidhiyo haasi iwo ane yakanakisa tarenda rekugadzira. Ndivo vane data yebhizinesi yakabatana zvakanyanya. Vhidhiyo ndiyo inobuda chete. Hungwaru hunogara mukubatanidzwa.

Apa ndipo chaipo panoita kuti mapuratifomu akaita seMewayz ashande zvine hungwaru. Iine mazana maviri nenomwe akasanganiswa bhizinesi mamodule anotora CRM, invoicing, HR, mubhadharo, manejimendi ezvikepe, kubhuka masisitimu, uye analytics - ese achidyisa munzvimbo yakabatana yedata - iyo mbishi yekugadzirwa kwevhidhiyo ine hungwaru yatovepo. Kana chibvumirano chekutengesa chichivhara muCRM, vhidhiyo yekubudirira kwevatengi inogona kukonzeresa otomatiki. Kana rekodhi nyowani yevashandi yagadzirwa muHR, vhidhiyo yekukwira yakasarudzika inogona kuiswa mumutsara. Kana kubhuroka kwasimbiswa, vhidhiyo yenzvimbo chaiyo inogona kutumirwa. Vhidhiyo mumiririri haisi kungwara yakazvimirira yega — iratidziro pamusoro pe data rekushandisa ragara riripo.

Mabhizinesi achafamba nekukurumidza ndeaya atoshanda pamapuratifomu akabatana, nekuti anogona kudyisa maajenti evhidhiyo masisitimu ane data rakapfuma, razvino, rakarongeka kubva pazuva rekutanga. Avo vanoshanda pazvinobviswa mapoinzi mhinduro vanopedza mwedzi yakawanda pabasa rekubatanidza vasati vatora chero rubatsiro rwekubereka.

Mubvunzo Wemhando Yemhando: Ndepapi Apo Agentic Output Yakanaka Zvakakwana?

Kunetseka kuri pamutemo nekuzvimiririra kugadzira vhidhiyo kunaka. Zvikwata zvekushambadzira uye zvemhando zvakapedza makore zvichigadzira zviyero zvekuona, toni nhungamiro, uye mameseji ekutumira mameseji. Kupa edhita yekutonga kune mumiririri kunounza musiyano. Kune mamiriro emhando-inonzwa - mushandirapamwe weSuper Bowl, chirevo chemukuru mukuru, mharidzo yezuva rekudyara - mhinduro iri pachena: vapepeti vevanhu vanoramba vakakosha. Mamiriro ekugadzira uye kuratidzwa kwemukurumbira zvinopembedza mutengo.

Asi ruzhinji rwebhidhiyo bhidhiyo haruna kunzwa mucherechedzo mupfungwa iyoyo. Yemukati magadzirirwo ekugadzirisa, tarisiro yekutevera, chidzidzo chechigadzirwa, positi yemagariro yevateereri vepakati - izvi zvinofanirwa kuve zvakajeka, zvakarurama, uye pa-brand, asi hazvidi hunyanzvi hwekugadzira hwemushandirapamwe wekutanga. Pachikamu ichi, chinomiririra zvimwe makumi masere muzana ehuwandu hwevhidhiyo yebhizinesi inofanirwa kuvepo asi parizvino haipo, "yakanaka zvakakwana" inokwana zvechokwadi. Chidzidzo che90th-percentile chinotakura nechikepe mumaminitsi makumi maviri chinokunda chidzidzo che99th-percentile chinotora mavhiki matatu uye chinovharisa mamwe mapurojekiti mashanu.

Nzira inoshanda yemasangano mazhinji ndeyetired production model: agetic systems inobata high-volume, routine, operational video; vapepeti vevanhu vanotarisisa nguva yavo pane zvine hungwaru, kutsanangudza, uye kuratidzwa kwakanyanya. Uku hakusi kuregeredza — kugovera kwakaringana kwesimba rekugadzira remunhu kumabasa anonyanyo batsirikana kubva mazviri, uku uchibvisa kusaririra kwekugadzira uko kunotadzisa mavhidhiyo ekushanda kuti asavepo zvachose.

Zviri Kudzidza Vatori Vekutanga Iyezvino

Kubheja kwechikwata cheYC W26 pavhidhiyo yeajenti iri kumhara pamusika uyo watoona zviratidzo zvine musoro kubva kuvatambi vekutanga. Makambani anoyedza anozvimiririra evhidhiyo maturusi mukupera kwa2024 uye 2025 anoshuma mapatani ayo anodzidzisa kumabhizinesi ari kuronga nzira dzekurera nhasi. Chidzidzo chekutanga ndechekuti hupfupi hunyoro hunosarudza kunaka kwekubuda kupfuura chero imwe shanduko. Zvikwata zvinoisa mari mumatemplate mapfupi akarongwa — anotsanangura vateereri, chinangwa, toni, meseji yakakosha, uye kushevedzera-ku-chiito nenzira inowirirana — vanoona mibairo iri nani zvakanyanya pane zvikwata zvinopa zvirevo zvemutauro chaiwo zvisina kujeka.

Chidzidzo chechipiri ndechekuti nhungamiro dzemhando dzinofanirwa kuverengeka nemuchina kuti zvitevedzwe. Madhairekitori emaitiro ekunyora anonetsa kuti vamiririri vaturike nguva nenguva. Masangano anokodha maitiro avo ekuona mumafomati akarongeka - hex macode, akatenderwa mafonti stacks, logo yekuisa mitemo, mimhanzi tempo ranges - inopa maajenti masisitimu avanoda kuti arambe ari pa-brand pasina ongororo yevanhu pane zvese zvinobuda. Kuisa mari muzvinyorwa zvemhando yemhando iyi usati watumira maturusi evhidhiyo eagent inogara iri pakati pematanho ekugadzirira epamusoro-soro akataurwa nevatambi vekutanga.

Chechitatu, uye pamwe chinonyanya kukosha: mabhizinesi anoona kukanganisa kukuru ndeaya akatanga nemakesi ekushandisa vhoriyamu pane nyaya dzekushandisa mukurumbira. Kuedza kuita kuti mumiririri abudise vhidhiyo yemhando yepamusoro yekambani pazuva rekutanga inoseta purojekiti yekuodzwa mwoyo. Kutanga nenhaurirano dzemukati, zvidzidzo zverutsigiro, uye zvigadziriso zvekushanda zvinovaka nyaradzo yesangano netekinoroji uku ichigadzira zvibereko zvepakarepo, zvinoyerwa.

Kuvaka Operational Foundation yeAgentic Content

Kune mabhizinesi akagadzirira kutama kubva pakuona kuenda kutorwa, basa rekugadzirira harina kunyanya kukoshesa maturusi evhidhiyo pachawo uye nezvimwe nezve mashandiro ezvivakwa zvinoita kuti midziyo iyoyo ive nesimba. Izvi zvinoreva kuongorora uye kuisa pakati raibhurari yako yemidziyo kuitira kuti mumiriri awane uye ashandise mifananidzo yakabvumidzwa, tsoka, uye odhiyo pasina manyore curation kune yega purojekiti. Zvinoreva kubatanidza bhizinesi rako data - marekodhi evatengi, ruzivo rwechigadzirwa, maitiro ekuita - kune masisitimu anogona kudyisa vhidhiyo mapfupi ane chaiyo-nguva mamiriro. Uye zvinoreva kumisikidza mafambiro emvumo ayo akareruka zvekusafuratira mukana wekumhanyisa, ukuwo wakaomarara zvekubata zvikanganiso vasati vaburitsa.

Mapuratifomu anotobatanidza bhizinesi mashandiro anoita akakosha musoro kutanga pano. Kana CRM yako, analytics yako, yako HR sisitimu, yako yebhuki injini, uye yako yekushambadzira stack inogovana yakajairwa data layer - sezvavanoita mukati meMewayz's modular OS - izvo zvinopinza izvo ejenti vhidhiyo masisitimu anoda zvakatogadzirwa, zvazvino, uye zvinowanikwa. Vhidhiyo inomiririra inova chikamu chekubuda pamusoro peinoshanda sisitimu yetsinga yagara iripo, kwete chishandiso chakazvimirira chinoda pombi yayo yedata yakavakwa kubva pakatanga.

Iwo mabhizinesi anohwina chikamu chinotevera chemakwikwi emukati haazongove iwo anotora akanakisa ega maturusi. Vachave avo vakavaka iyo yakanyanya kubatanidza inoshanda masisitimu - kushandura yavo iripo data kuita isingaperi-yechizvarwa injini yekuzvimiririra yekugadzirwa kwezvinhu pamwero. Agenti vhidhiyo ndiyo inooneka inobuda. Kubatsira kwemakwikwi ndiko kudzika kwekubatanidza pasi payo.

Mibvunzo Inowanzo bvunzwa

Chii chinonzi agentic video editor uye chakasiyana sei nemidziyo yekugadziridza yechinyakare?

Iyo agentic vhidhiyo mupepeti seKadhibhodhi inodarika otomatiki yakapusa - inoita yakazvimirira sarudzo yekupepeta, inoita akawanda-nhanho workflows, uye inotonga iyo yese pombi yekugadzira pasina nguva dzose kupinza kwevanhu. Kusiyana nematurusi echinyakare anomirira mirairo yako, agent system anobata scripting, kucheka, captioning, uye kugovera zvakazvimiririra, kuderedza maitiro emazuva mazhinji kusvika kumaminetsi.

Inguvai nemari ingakwanise kuchengetedza mabhizinesi nekugadzira mavhidhiyo anofambiswa neAI?

Masangano parizvino ari kushandisa mazuva nezviuru zvemadhora kugadzira vhidhiyo imwe chete. Agentic vapepeti vanodzvanyirira nguva iyoyo nekubvisa mabhodhoro emaoko pakunyora, kugadzirisa, kugadzika kwemavara, uye kugovera-chaneli yakawanda. Kuzvikwata zviri kutoshandisa puratifomu yese seMewayz - 207-module bhizinesi OS inotangira pa $19/mo pa app.mewayz.com - kuibatanidza nematurusi evhidhiyo ega ega anogona kuwanda kushanda zvakanaka papiipi yemukati yese.

Ndedzipi mhando dzemavhidhiyo anonyatsokodzera mupepeti?

Agentic vhidhiyo vapepeti vanokunda pazvinodzokororwa, zvakarongwa zvemukati: vatsananguri vezvigadzirwa, vagadzirisi vezvekudyara, vashandi vari paboarding modules, zvekudzidzisa, uye masocial media clip. Aya mafomati anotevera maitiro anofanotaurwa ayo AI anogona kudzidza uye kutevedzera pachiyero. Mabhizinesi anotarisira huwandu hwehuwandu hwehuwandu - kunyanya ayo ari kuita mashandiro kuburikidza nemapuratifomu akaita seMewayz paapp.mewayz.com - anomira kuti awane zvakanyanya kubva mukugadzira otomatiki iyi dhizaini.

Tekinoroji yekugadziridza mavhidhiyo yakura zvakakwana kuti ishandiswe nebhizinesi nhasi?

NeCardboard's YC W26 inotsigirwa, tekinoroji iri kufamba nekukurumidza kubva pakuvimbisa prototype kuenda kukugadzira-yakagadzirira zvivakwa. Vatambi vekutanga mukushambadzira, HR, uye zvikwata zvenhau zviri kutoendesa mapaipi eagetic emabasa chaiwo. Sezvo AI tooling ichikura pamwe chete nemapuratifomu ebhizinesi akazara seMewayz, ayo anobatanidza 207 oparesheni modules pa $19/module, kuzvitonga kuzere kwemukati maoperation arikuve echokwadi anoshanda kuzvikwata zvemasaizi ese.