Madadin Eden AI don AI apps: sarrafa takardu, biyan kuɗi da riba

Zaɓi zaɓuɓɓukan Eden AI bisa ga damar da aikace-aikacenka ke amfani da su: samfuran harshe, sarrafa ƙwararru, hanyar sadarwa, sarrafa yankuna ko biyan kuɗin fahimtar abokin ciniki. Kwatanta OpenRouter, LiteLLM, Portkey da Cloudflare AI Gateway don buƙatun ƙofar da aka zaɓa. Kimanta ShareAI lokacin da ake son aikace-aikacen da ke akwai ya sami biyan fahimta ta hanyar ShareAI tare da ƙarin kuɗin manhaja da samun kuɗi da aka danganta.

An sake dubawa 23 ga Oktoba 2026. ShareAI ya wallafa wannan kwatancen kuma yana gudanar da shirin guda da aka tattauna. Tushen hukuma na yanzu suna tallafawa bayanin fasali; hotunan kariyar kwamfuta ainihin hotuna ne. Lambar da aka aiwatar ita ce littafin lissafi na wucin gadi a layi. Ba a gudanar da sarrafa takardu na samarwa, tabbatar da yankuna, samar da maɓalli, ƙaura ko biyan kuɗin abokin ciniki ba.

Takaddun V3 na yanzu na Eden AI suna bayyana samun damar samfurin harshe mai dacewa da OpenAI tare da fasalulluka na ƙwararru kamar OCR, fassara da sarrafa sauti. Kada ku ɗauka cewa tsohon tsarin API na musamman ko ƙananan jerin samfura suna bayyana kowane ƙarshen da ake da shi a yanzu. Haka kuma, keɓaɓɓen keɓaɓɓen tattaunawa ba ya nufin duk tsarin sarrafa takardu da tsarin aiki na asyncronous suna musanya da wata ƙofa.

Abin da samfurin Eden AI na yanzu ya riga ya rufe.

Gabatarwar V3 tana bayyana hanyoyin samfurin harshe da ƙwararru, tare da hanyar sadarwa, madadin da bin diddigin kuɗi. Dalilan da za a ci gaba da amfani da shi: kimanta wannan iyakar da ake da ita lokacin da aikace-aikace ya haɗa sarrafa takardu ko magana tare da aikin samfurin harshe. Cire matakin haɗin kai ɗaya na iya ƙirƙirar sabon aiki idan abin da aka maye gurbinsa kawai ya rufe buƙatar tattaunawa ta ƙarshe kuma ya bar sarrafa farko ba tare da aiwatarwa mai cancanta ba.

Tambayoyin da ake yawan yi game da farashi na yanzu sun ce farashin masu samarwa ana wucewa kai tsaye, tare da kudin dandamali na 5.5% da ake amfani da shi lokacin siyan kuɗi. Wannan ya bambanta da ƙarin farashi na sake siyarwa na kowanne token. Shafin kuma ya lissafa wani tayin ci gaba da aka ware, wanda ya haɗa da buƙatun biyan kuɗi na musamman da kuma buƙatun tura aiki. Nemi ainihin iyakar kasuwanci maimakon maimaita ikirarin gaba ɗaya cewa kowane abokin ciniki yana da fakitin girgije kawai iri ɗaya.

Jagorar BYOK tana rufe maɓallan masu samarwa na ƙungiya a kan shirye-shiryen da suka cancanta. Buƙatun da ke amfani da waɗannan maɓallan ana cajin su ta hanyar mai samarwa, yayin da farashin da aka dawo da su suna kiyasta bisa farashin jama’a. Maɓallan masu samarwa, maɓallan shiga na Eden AI da kuma asalin abokin cinikin app suna da rawar daban-daban. Mallakar ɗaya daga cikin waɗannan takaddun shaida ba ya tabbatar da wanda ya kamata ya biya kowane caji na samfurin da ke ƙasa ba.

Wani app na duba takardu yana haɗa cirewa da kuma bayani na ƙarshe.

Yi la’akari da wani app na kasuwanci na zato wanda ke cire rubutu da tebura daga takardun da aka loda, sannan ya samar da bayani na AI. Abokan ciniki sun riga sun yi amfani da dandalin da aka shirya don aiki. Wasu takardu suna buƙatar ƙwararren mai samar da OCR; wasu suna da rubutu mai amfani. Wani abokin ciniki na kasuwanci yana buƙatar zaɓaɓɓen manufar sarrafa yankin sa, yayin da samfurin ke son kwatanta fahimtar da abokin ciniki ya biya don bayani na ƙarshe.

Rukunin da ya fi amfani shine cikakken bita na takardu, ba kawai amsar ƙarshe ta samfurin ba. Ajiye lodin asali, sakamakon cirewa da aka zaɓa da kuma bayani a matsayin abubuwan lura masu alaƙa. Sake gwada cirewa na iya samar da tebur daban, kuma bayani da aka adana na iya kasa kiran mai samarwa kwata-kwata. Farashin abokin ciniki yana buƙatar ma’anar bayyananne na aikin da aka kawo mai amfani da gyare-gyare don sakamakon da ba za a iya amfani da shi ba.

Mafi mahimmanci shine yanayin keɓewa. Wani mai samarwa da aka yarda ya kasa kuma akwai madadin a wani yanki. App ɗin dole ne ya kiyaye manufar abokin ciniki maimakon fifita amsar da ta yi nasara a ɓoye. Hakanan yana buƙatar sanin wane mataki ne ya yi amfani da maɓallin mai samarwa na kamfani, wanda ya cinye kuɗin ƙofa da kuma wanda caji abokin ciniki ya karɓa. Amsar HTTP ɗaya mai nasara ba za ta iya amsa kowace tambaya ba.

Kwatanta madadin ta hanyar sarrafawa da iyakar kasuwanci.

Manhajar takardu na iya ci gaba da bin hanyar cire bayanai da aka tabbatar yayin da take kimanta wata tafiyar fahimta da aka amince da ita. Wannan yana buƙatar haɗin kai na gaske, samfuran da suka dace da kuma bayani mai kyau ga abokin ciniki. Babu wani haɗin kai na asali, walat ɗin da aka raba ko canja wurin manufofin yankin ta atomatik tsakanin waɗannan ayyukan da aka nuna. Bayyana mallakar abin da aka loda na asali, sakamakon da ya dace, cajin abokin ciniki da gyara a fili.

Bi takarda ɗaya ta hanyar sarrafawa da biyan kuɗi

Raba nasarar fasaha da kammala kasuwanci. Cire bayanai da aka jera ba shine bita da aka kammala ba, kimar farashi ba shine takardar biyan kuɗi ba, kuma izinin biyan kuɗi ba lallai bane kuɗin da aka saki. Taimako ya kamata ya iya bayyana takardar ɗaya da samfurin ya auna da kuma kuɗi ya daidaita, gami da rikodin asali da duk wani gyara da aka bayyana.

OpenRouter: kwatanta samfurin da tafiyar samun dama da aka biya ta mai amfani

OpenRouter quickstart yana bayyana samun damar samfurin da aka sarrafa. Jagorarsa ta OAuth tana ba masu amfani damar ba da izini ga wata manhaja tare da maɓallin da mai amfani ke sarrafawa kuma su biya fahimta daga cikin OpenRouter credits ɗinsu. Amfani: kimanta wannan tafiyar da aka tallafa don matakin bayanin manhajar takardu lokacin da samun damar da abokin ciniki ya biya shine canjin da ake nufi.

Rashin daidaito: tantance ƙwarewar samfurin da ake buƙata, tsarin cire bayanai, hanyoyin da aka yarda, sarrafa maɓalli da sharuɗɗan kasuwanci na yanzu. app-attribution reference yana magana akan alaƙa da amfani da matsayi. Wannan kadai ba ya tabbatar da cajin ƙarin kuɗi na manhaja da aka amince da shi ko samun kuɗi. Fahimtar da aka biya ta mai amfani ba ta keɓanta ga ShareAI; kwatanta tsarin cikakke.

Ga abokin cinikin takardu, sake nazarin asusun mai amfani da aka katse da kuma bayanin da ya kasa bayan cire bayanai ya yi nasara. Ka kiyaye farashin da aka amince da shi da sakamakon mai amfani ba tare da la’akari da matsayin takardun shaida ba. Canjin ƙofa bai kamata ya sa shirin ya caji asusunsa ba a ɓoye don buƙatar da abokin ciniki ya yi tsammanin zai biya ba, ko kuma ya caji sau biyu lokacin da mai amfani ya sake gwadawa da takardun.

LiteLLM: kwatanta ikon aiki da farashin cikin gida

LiteLLM custom-pricing reference yana bayyana sauye-sauyen farashin samfurin, rangwamen mai samarwa da ribar mai samarwa don lissafin cikin gida. Amfanin: kwatanta waɗannan ikon sarrafawa na yanzu lokacin da shirin takardu ke son tantance taswirar farashi da rarrabawa a cikin aiwatar da ƙofar da aka zaɓa. Wata hujja cewa ribar da za a iya daidaitawa tana samuwa ne kawai a ShareAI ba daidai ba ce.

Rashin daidaito: tantance ayyukan tura kaya, ainihin rufe ayyuka, binciken farashi, kasafin kuɗi da tarin kuɗi. Jagorar yanzu tana nuna cewa farashin shigarwa da fitarwa na sifili a fili suna kauce wa binciken kasafin kuɗi. Sakamakon OCR na al’ada da aka biyo bayan buƙatar samfurin harshe har yanzu yana buƙatar rikodin matakin aikace-aikace wanda ke haɗa matakan; shigarwar farashin samfurin guda ɗaya ba ta kafa dukkanin maganin kasuwancin takardun ba.

Don shirin takardu, kwatanta buƙatar da aka sani guda ɗaya mara sifili, farashin al’ada da gyara da aka yi da gangan. Ka kiyaye farashin mai samarwa na asali, adadin da aka rarraba a cikin gida da cajin abokin ciniki da aka amince da shi daban-daban. Gudanar da ƙofar da aka zaɓa kuma yana buƙatar sabuntawa a fili, samuwa da shirin dawo da maimakon ɗaukar cewa lambar tushe kyauta tana sa duk sabis ɗin kyauta don gudana.

Portkey: kwatanta sarrafa buƙatu da lura

takardun yanzu na Portkey suna bayyana ƙofa, lura, matakan kariya da damar gudanarwa, tare da rarrabe bayanan tura kaya. Amfanin: kwatanta iyakar da aka zaɓa lokacin da shirin ke buƙatar mafi kyawun hangen nesa na buƙatun samfurin da manufofin aikinsu. Tantance ainihin samfurin da haɗin kai maimakon ɗaukar daidaiton fasali na duniya daga ikirarin kundin samfurin gabaɗaya.

Rashin abubuwa: tantance takamaiman sigar, bayanan da aka adana, tura da kuma hanyar sarrafa ƙwararru da ake buƙata. Neman bayyani da amsar sarrafa kuɗi suna amsa tambayoyi daban-daban daga karɓar kuɗin abokin ciniki. Wani tunani na hanyar tura kai-tsaye ba ya nufin cewa kowace dashboard da aka sarrafa, fasalin kasuwanci ko alhakin tallafin kamfani an haɗa su cikin tsarin da aka zaɓa.

Ga abokin ciniki na takardu, kwatanta gazawar cirewa, bayani na ƙarshe da gyara a matsayin abubuwan lura masu alaƙa. Adana ainihin kuskuren da app ɗin ke karɓa, ba kawai amsar nasara ta ƙarshe ba. Sakamakon mai amfani shine nazarin da aka bayyana wanda hanyar bayanai da kuɗin sa aka sani, maimakon ginshiƙi wanda ke haɗa ƙoƙari da yawa marasa alaƙa zuwa lamba ɗaya.

Cloudflare AI Gateway: kwatanta kuɗi da masu samar da keɓaɓɓu

Cloudflare unified-billing reference yana bayyana hanyoyin maɓalli na mai samarwa da waɗanda aka tallafa da kuɗi. Takaddun keɓaɓɓun masu samarwa yana rufe ƙarshen HTTPS, gami da misalan samfuran da aka shirya kai-tsaye. Amfani: kwatanta waɗannan damar na yanzu lokacin da app ɗin ke son tantance ainihin mai samarwa da tsarin kuɗin sa tare da wata hanyar shiga daban.

Rashin abubuwa: tantance tsarin buƙata, fifikon takaddun shaida, sarrafa hanyar shiga, buƙatun yanki da biyan kuɗin abokin ciniki. Hanyoyin tura tattaunawa masu dacewa da hanyoyin da suka dace da mai samarwa suna da ƙuntatawa daban-daban. Buƙatar nasara ta hanyar mai samarwa na musamman ba ta sake ƙirƙirar kowace API na ƙwararrun samfura, tsarin fayil ɗin da aka loda ko yarjejeniyar kasuwanci da aka karɓa da app ɗin takardu ke amfani da su ba.

Don yanayin gazawar cirewa, adana wane mataki ake maye gurbinsa da wanda ya kasance a cikin sabis ɗin da ake da shi. Duba ainihin takaddun shaida da tushen kuɗi lokacin da maɓalli ya ɓace. Sanya mai shi a sarari don halayen cache da duk wani abun buƙata da aka adana. Canjin sunan mai masaukin kansa ba zai iya tabbatar da cewa duk tsarin aikin takardu har yanzu yana cika manufar da abokin ciniki ya zaɓa ba.

ShareAI: kwatanta cancantar fahimta, riba ta app da sakin.

ShareAI Builder Program yana magana ne akan wata manhaja da ta riga ta wanzu tare da masu amfani da ita. Hanyoyin zirga-zirgar AI da suka cancanta suna bi ta ShareAI, inda Builder ke saita karin farashi ko riba da aka yarda, sannan abokin ciniki na ƙarshe yana biyan ShareAI don wannan inference. Ribobin da aka danganta da manhaja suna bin shirin. Amfani: auna wannan tafiyar da aka amince da ita don inference da ya cancanta na manhajar takardu maimakon ɗauka cewa tana maye gurbin kowace matakin sarrafawa.

Rashin daidaito: amincewa, samfuran da suka cancanta da zirga-zirga, hanyoyin zirga-zirga na ainihi da sharuɗɗan asusu suna da mahimmanci. Validated company Builders suna da lokacin bita na kwanaki 45 kafin biyan kuɗi. Mutane a halin yanzu suna tara ƙimar inference don amfani da ShareAI, ba tare da fitar da kuɗi ko canja wurin asusu ba. Manhajar tana ci gaba da kasancewa an gina, an karɓa, an rarraba da kuma kula da ita a wani wuri daban. Sabis ɗin cirewa, isar da tallafi da sauran alhakin kasuwanci suna ci gaba da kasancewa a matsayin yanke shawara bayyananne.

Samar da kayan aiki ko wani ƙarshen al’ada yana cikin onboarding na mai bayarwa ko Prosumer da ya dace, daban da danganta Builder. Farashin al’ada, maɓallan mai bayarwa, ribobi da ƙarshen al’ada ba su da keɓantaccen ikon ShareAI. Kwatanta karɓuwa ta ainihi, mai biyan kuɗi da warwarewa. Shirin Builder ba ya kafa maye gurbin OCR na duniya, sabis na Merchant of Record na gabaɗaya ko daidaiton manufofin yanki ta atomatik.

Kwatanta matakan madadin da ƙin karɓa na yanki a fili.

Jagorar fallback tana bambanta samfuran madadin da aka ambata daga masu bayarwa na madadin samfurin da aka nema. Kashe fallback na matakin mai bayarwa ba ya cire jerin madadin manhajar a fili. Jagorar EU endpoint tana rubuta ƙin karɓar buƙata da ke ɗauke da babban ko madadin da bai cancanta ba, maimakon sake turawa a ɓoye zuwa ƙarshen duniya. Waɗannan halaye ne da aka rubuta don cancanta, ba binciken zama na kansa ba.

Don don aikace-aikacen takardu, bincika jerin madadin gaba ɗaya kafin canza mai masaukin samarwa. Ka tabbatar da ƙin yarda na yanki a matsayin sakamakon aikace-aikacen tare da saƙon bayyanannen ga abokin ciniki. Sake gwaji na gama-gari wanda ke aika takardu iri ɗaya zuwa wani wuri na iya rushe manufar da aka nufa. Tabbatar da samuwar mai bayarwa don fasalin cirewa da kuma samfurin bayani daidai maimakon zaton cewa lakabin kundin adireshi mai faɗi yana tabbatar da duka biyun.

Yi amfani da ainihin bayanan metadata na buƙata ba tare da kuskure shi da rasit ba.

Tushen metadata na buƙata yana bayyana zaɓin mai bayarwa, yanki, yunƙuri da bayanan BYOK. Metadata na yawo yana farawa daga chunk na farko kuma za a iya gyara shi ta hanyar kuskuren bayanan daga baya. Amsoshin cache suna watsi da block; aikin bincike na asyncronous yana da iyaka daban. Universal AI na iya dawowa da HTTP 200 tare da matsayi mara nasara. Bincika ainihin sakamakon aikace-aikacen maimakon ɗaukar nasarar sufuri ko metadata da ba a samu ba a matsayin cikakken shaida.

Raba takardun gudanarwa daga samun damar inference. Tushen maɓallan API na musamman yana bayyana kasafin kuɗi, ƙarewa da iyakokin gudanarwa, tare da maɓallan sandbox suna dawowa da amsoshin kwaikwayo. Sakamakon sandbox mai nasara yana da amfani a matsayin shaida na haɗin kai ba tare da tabbatar da aiwatar da mai bayarwa ko biyan kuɗi ba. Kwatanta ainihin rikodin samarwa kafin karɓar cikakken aikin a matsayin wanda ya cancanta kasuwanci.

Don lissafi kawai, 1000 USD na inference tare da ƙarin 15% na surar da aka yi tunani yana samar da 150 USD surar mai yawa da 1150 USD jimlar. Waɗannan adadin kwaikwayo ba Eden AI ko ShareAI kuɗin aiki, samun kuɗi, ribar tsantsa ko sakamakon haraji ba ne. Ainihin kuɗin sarrafawa, kuɗin siye, gyare-gyare da cancanta suna shafar sakamakon kasuwanci.

Duba lissafi kafin tabbatar da cikakken tafiyar takardu.

Aikin da aka aiwatar a ƙasa yana kawar da ayyuka iri ɗaya, yana ƙin maimaitawa mai rikitarwa kuma yana kiyaye gyara bayyananne a cikin cents USD na integer. Ba ya ɗora fayil, kira mai masaukin yanki, samar da maɓalli ko tattara kuɗi. Waɗannan sakamakon suna buƙatar ainihin aikace-aikace da shaidar kasuwanci a kusa da lissafi.

import assert from "node:assert/strict";
const records = [
  {id: "usage-a", customer: "demo", cents: 60000n, kind: "usage"},
  {id: "usage-b", customer: "demo", cents: 50000n, kind: "usage"},
  {id: "usage-a", customer: "demo", cents: 60000n, kind: "usage"},
  {id: "adjustment-b", customer: "demo", cents: -10000n, kind: "adjustment"}
];
function netCents(rows) {
  const seen = new Map();
  let total = 0n;
  for (const row of rows) {
    assert.equal(row.customer, "demo");
    const fingerprint = [row.customer, row.cents.toString(), row.kind].join("|");
    if (seen.has(row.id)) {
      if (seen.get(row.id) !== fingerprint) throw new Error("Conflicting duplicate");
      continue;
    }
    if (row.cents < 0n && row.kind !== "adjustment") throw new Error("Invalid sign");
    seen.set(row.id, fingerprint);
    total += row.cents;
  }
  return total;
}
const base = netCents(records);
assert.equal(base, 100000n);
assert.throws(() => netCents([...records,
  {id: "usage-a", customer: "demo", cents: 1n, kind: "usage"}
]));
const numerator = base * 1500n; // Hypothetical 15 percent in basis points.
if (numerator % 10000n !== 0n) throw new Error("Define contractual rounding first");
const surcharge = numerator / 10000n;
assert.equal(surcharge, 15000n);
const usd = cents => `${cents / 100n}.${(cents % 100n).toString().padStart(2, "0")}`;
console.log(JSON.stringify({baseUSD: usd(base), grossSurchargeUSD: usd(surcharge),
  totalUSD: usd(base + surcharge), paidReceiptVerified: false}));

Sakamakon da aka lura shine 1000 USD na inference mai kwaikwayo, 150 USD surar mai yawa da 1150 USD jimlar, ba tare da rasit ɗin biyan kuɗi da aka tabbatar ba. Kiyaye takardu na asali da ainihin aikin aiki, yunƙurin mai bayarwa na ainihi, sharuɗɗan da aka karɓa da gyare-gyare a cikin samarwa. Jimlar da ta dace ba za ta iya tabbatar da wurin sarrafawa ko kuɗin da aka karɓa ba.

Matsa nau’in takardu ɗaya da batun gazawar sarrafawa na farko.

• Jera ainihin V3 ko tsofaffin endpoints, ayyukan cirewa da manufofin abokin ciniki.
• Zaɓi sarrafa, ƙofa ko alhakin kasuwanci da ke buƙatar canzawa.
• Riƙe amintaccen abokin ciniki da asalin takardu a kowane yunƙuri.
• Yi atisaye kan ƙin yanki, gazawar cirewa, katsewar yawo da gyara.
• Tabbatar da ainihin samarwa da shaidar biyan kuɗi ba tare da tarin rayuwa mai maimaitawa ba.
• Ajiye asalin rikodin kuma koma baya har sai duk tafiyar abokin ciniki ta cancanta.

Ci gaba da Eden AI idan iyakarsa ta yanzu ta dace. Kwatanta madadin ta hanyar cikakken bita na takardu, gami da isarwa mai amfani, gazawar bayyananne da biyan kuɗi. Gabatarwar V3 kuma tana ba da iyaka goyon baya na ƙarshen-2026 don tsohuwar sigar da ake samu ga masu amfani da suka cancanta kafin Janairu-2026; tabbatar da asusun ainihi da ƙarshen hanya kafin tsara wannan ƙaura.

Tambayoyi da ake yawan yi