Daga kashe kuɗi kan AI zuwa ribar AI.
Ƙwarewar AI ga kowace ƙungiya. FinOps na kashe kuɗin AI ɗinku. Ɗaukar samfura, ba ɗauri ba — na gaba-gaba, mai cin gashin kai, ko buɗaɗɗen tushe.
Halin AI na kamfanoni, 2026
Kashe kuɗin gaskiya ne. Riba ba haka ba.
Kasafin AI ya ninka sau biyu wannan shekara. Yawancin kamfanoni ba su da wani abin nunawa.
Writer 2026 (n=2,400) · McKinsey 2025 (n=1,993) · kwamitin ma'aikatan Amurka na Gallup
The adoption gap
Stanford HAI · Gallup 2025
An sayi kujeru ga dukan kamfani, karɓa a wajen injiniya yana kan 27%. Manyan masu amfani suna samun 5× yawan aiki daga dandali iri ɗaya da sauran ke watsi da su.
Kamfanoni masu matsakaicin girma ba su da ƙungiyoyin AI na musamman. Dandalin da ƙwarewar bai kamata su buƙaci hakan ba.
Babu tura aiki, babu awo. Kowane aiki yana bugun samfurin da ya fi tsada da aka saita, kuma babu wanda zai iya tabbatar da cewa wani abu ya yi aiki.
51% na masu haɓakawa suna amfani da AI kullum. Matsakaicin ma'aikatan ofis: 27%. Masu ba da gudummawa ɗaya-ɗaya: 16%. Dandali suna aiki — yawancin mutane ba za su iya sa su yin aiki ba.
Dandalin
Iyawa huɗu. Dandali ɗaya. Kwangila ɗaya.
Suna raba mahalli ɗaya da ƙima ɗaya. Sayi su daga masu siyarwa huɗu za ka ƙarasa da dashbod huɗu ba tare da amsa ba.
AI Fluency
Umarni, ƙwarewa da hanyoyin aiki daga niyya mai sauƙi. Za a iya sake amfani da su ga dukan ƙungiya. Iyawa ta hanyar aiki, ba ta hanyar kwas ba.
AI FinOps
Ana bin diddigin farashi da yawan tokan bisa ƙungiya da sabis. Turawa ta ma'ana zuwa samfurin da ya fi darajar kuɗi ga kowane aiki. Dashbod ɗaya kan dukan kashe kuɗin AI.
AI Quality
Ƙima na hana-shara da hana-hasashe kan kowane sakamako. Kimantawa kan aikin yau da kullum — girma 16, kowace fitarwa.
AI Governance
Ɗaukar samfura, ba ɗauri ba — na gaba-gaba, mai cin gashin kai, ko buɗaɗɗen tushe. Ƙwarewa, samfura da sarrafa kashe kuɗi da aka ba da izini. ROI ga kowane sakamako idan aka kwatanta da matakin ɗan adam, a shirye don duba tun rana ta farko.
Kayayyaki
The tools to get there.
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