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Hang Ten yana haɓaka dala miliyan 53 don kai jimilar $85M don injiniyan AI

Hang Ten Systems ta rufe zagaye na biyu na dala miliyan 53 wanda Xora Innovation ke jagoranta, wanda ya kawo jimillar kuɗaɗen sa zuwa dala miliyan 85 a cikin makonni biyar don haɓaka dandamalin AI wanda ya maye gurbin manyan ƙungiyoyin IT tare da ƙananan ƙungiyoyin injiniyoyi.

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Source-provided image accompanying Hang Ten raises $53M extension to reach $85M total for AI engineering
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hoodline.com
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hoodline.comhttps://hoodline.com/2026/09/palo-alto-ai-startup-hang-ten-raises-85m-to-replace-30-person-it-teams-with-four/
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Me ya faru

Hang Ten Systems, farawa na tushen Palo Alto wanda tsohon Shugaban Infosys Vishal Sikka ya kafa, ya rufe dala miliyan 53 na zagaye na biyu wanda Xora Innovation ke jagoranta. Wannan ya kawo jimlar kudaden da kamfanin ya samu zuwa dala miliyan 85 a cikin makonni biyar da fara tara dala miliyan 32. Sabon zagayen ya hada da shiga daga Aramco Ventures, Mayfield, da fitattun mutane masu saka hannun jari irin su Shugaban Kamfanin Intel Lip-Bu Tan da abokin hadin gwiwar Yahoo Jerry Yang. Kamfanin yana shirin yin amfani da babban birnin kasar don faɗaɗa ƙarfin isar da saƙon sa da haɓaka dandamalin AI na mallakar mallaka, Hobie, wanda ya yi iƙirarin ba da damar ƙungiyoyin manyan injiniyoyi biyu zuwa huɗu su yi aikin da ke buƙatar ƙungiyoyin IT na mutum 30 a al'ada.

Hang Ten Systems ya sami dala miliyan 53 zagaye na biyu wanda Xora Innovation ke jagoranta, wani kamfani mai goyon bayan Temasek. Wannan ya biyo bayan wani zagayen iri na farko na dala miliyan 32 da Mayfield ya jagoranta a watan Yuni, wanda ya haifar da jimillar dala miliyan 85 da aka samu cikin makonni biyar kacal. Sabon zagayen ya ƙunshi hallara daga Aramco Ventures, Mayfield, da manyan mutane masu saka hannun jari ciki har da Intel Shugaba Lip-Bu Tan, Shugaban Kamfanin Micron Sanjay Mehrotra, da abokin haɗin gwiwar Yahoo Jerry Yang, wanda shi ma yana shiga cikin hukumar.

Kamfanin, wanda Vishal Sikka ya kafa, tsohon Shugaba na Infosys kuma memba na hukumar gudanarwa a SAP, yana ba da shawarwari da aikace-aikacen AI ga manyan kamfanoni. Babban manufar ƙimar sa ita ce amfani da dandamali na AI na mallakar mallaka wanda ake kira Hobie don aiwatar da hadaddun ayyukan software tare da ƙungiyoyin manyan injiniyoyi biyu zuwa huɗu kawai, wani yanki na ƙungiyoyin mutane 30 waɗanda galibi ake buƙata ƙarƙashin samfuran sabis na IT na gado.

An tsara Hobie a cikin yadudduka biyar: Shoreline don mu'amalar tattaunawa, Shaper don ginin wakili, Lens don ƙirar ma'ana, Reef don tambayar tsarin da ake da su ba tare da ƙaura na bayanai ba, da Beacon don dubawa da mulki. An tsara wannan gine-ginen don magance matsalolin sirrin bayanai a cikin masana'antu da aka tsara ta hanyar ajiye bayanai a wuri yayin da ke ba da damar sauye-sauyen AI.

Hang Ten ya ba da rahoton cewa sama da rabin bututun aikin da yake aiki a halin yanzu sun ƙunshi sabbin sauye-sauyen software waɗanda kamfanoni suka jinkirta saboda ƙarancin tsada, maimakon aikin da aka karɓa daga masu siyar da IT. Kamfanin ya yi hulɗa tare da manyan kamfanoni 21, ciki har da Aramco, Siemens Gamesa Renewable Energy, da Fresenius, wanda ke nufin kamfanoni masu sama da dala biliyan 10 a cikin kudaden shiga na shekara.

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Me ya sa yake da mahimmanci

Wannan zagaye na ba da tallafi yana nuna babban kwarin gwiwa ga masu saka hannun jari a cikin samfuran asali na AI waɗanda ke ƙalubalantar ayyukan IT na al'ada da haɗin gwiwar tsarin. Ta hanyar sanya dandamalin aikin sa don ɗaukar rikitattun sauye-sauyen software na kasuwanci tare da ƙananan ƙungiyoyi, Hang Ten yana magance babban ƙugiya a cikin ɗaukar AI na kasuwanci: farashin aiwatarwa da sauri. Haɗin manyan abokan ciniki na masana'antu kamar Aramco da Siemens Gamesa yana ba da shawarar amfani mai amfani a cikin tsari, manyan mahalli, mai yuwuwar sake fasalin yadda manyan kamfanoni ke fuskantar canjin dijital da kiyaye software.

Tallafin yana tabbatar da canji a dabarun AI na kasuwanci daga ɗaukar kayan aikin kawai zuwa ainihin sake fasalin tsarin isarwa. Ta hanyar tabbatar da ƙarami, manyan ƙungiyoyin da AI za su iya ɗaukar manyan sauye-sauye, Hang Ten yana ƙalubalantar ƙirar ƙidayar kai-zuwa-hanyar shiga wacce ta ayyana masana'antar sabis na IT shekaru da yawa.

Mayar da hankali kan dandamali akan ƙayyadaddun aiki da bin ka'idoji kamar HIPAA, SOX, da NIST yana da mahimmanci don ɗauka a cikin kuɗi da kiwon lafiya. Ta hanyar tambayar bayanai inda yake zama maimakon ƙaura, Hang Ten yana rage shinge na farko ga ɗaukar AI na kamfani: keɓanta bayanan sirri da haɗarin tsaro masu alaƙa da motsin bayanai masu mahimmanci.

Shigar da manyan 'yan wasan masana'antu kamar Aramco da Siemens Gamesa ya nuna cewa ana gwada wannan samfurin a cikin ainihin duniya, yanayin aiki mai girma. Wannan ƙaddamarwa mai amfani yana ba da siginar ƙarfi mai ƙarfi fiye da ma'auni na ka'idoji, yana ba da shawarar cewa injiniyan asali na AI na iya buɗe buƙatun da aka dakatar don ayyukan canza dijital.

Interactive Mechanism

Ingantacciyar hanyar sadarwa: Yadda A zahiri yake Aiki

Bincika fasahar da ke bayan wannan ci gaban ta hanyar mu'amala.

Agent Lifecycle Stage:
1
User Intent & Planning: "Audit customer refund request #4092 and settle payment."
2
Tool Calling: Emits structured JSON call crm_get_transaction(id='4092').
3
Guardrail & Verification:🛡️ Paused: High-value action requires human operator sign-off.
4
Final Settlement: Refund recorded, email receipt dispatched, and audit log stored.
Core takeaway: An AI agent is not just a language model—it is a closed loop of planning, tool invocation, and environment feedback. Production systems require self-healing retries and strict human approval guardrails.
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AI Agents Quiz

An agent must create a draft calendar event for Tuesday at 2 p.m. Which evidence would establish the requested result?

Abin kallo na gaba

Masu saka hannun jari da masu lura da masana'antu za su kalli ko Hang Ten na iya kula da ƙimar ingancin sa a cikin tarin fasaha na Fortune 500 daban-daban. Mahimman ma'auni don saka idanu sun haɗa da jujjuyawar kamfanonin 21 da suka tsunduma cikin kwangiloli na dogon lokaci, haɓakar dandali na 'Hobie' a cikin masana'antun da aka tsara kamar kiwon lafiya da kuɗi, da ko ƙirar ƙaramin ƙungiyar za ta iya ɗaukar inganci da matakan tsaro ba tare da wuce gona da iri na manyan ma'aikatan IT na gargajiya ba.

Dorewa na dogon lokaci na ƙirar injiniyan 2-zuwa-4 a cikin bambance-bambancen kuma galibi tarin kayan fasaha na kamfanoni na Fortune 500 ya kasance babbar tambaya ta farko. Nasarar za ta dogara ne da ikon dandamali don gudanar da shari'o'i masu ban sha'awa da hadaddun haɗin kai ba tare da komawa zuwa manyan ƙungiyoyin ɗan adam ba.

Fadada ɗakin ɗakin karatu na fasaha na dandamali na 'Hobie' da ikonsa na gamayya a cikin masana'antu daban-daban zai ƙayyade ko Hang Ten zai iya girma fiye da tushen abokin ciniki na yanzu. Kamfanin yana shirin yin amfani da sabon babban jarin don fadada aikin injiniya da kuma tuntuɓar kungiyar, wanda zai zama babban mahimmin ci gabansa.

Amsoshin gasa daga kamfanonin sabis na IT na al'ada da sauran farawa na asali na AI zasu zama mahimmanci. Idan samfurin Hang Ten ya tabbatar da inganci mai tsada kuma abin dogaro, zai iya tilasta wa masu rike da madafun iko yin amfani da irin wannan aikin na aiki ko kuma fuskantar gagarumin rushewar hannun jari a cikin sararin canjin masana'antu.

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