Kuchokera pa ndalama za AI kupita ku phindu la AI.
Luso la AI kwa gulu lililonse. FinOps ya ndalama zanu za AI. Kusuntha kwa mamodeli, osati kumangika kwa wogulitsa — frontier, sovereign, kapena open source.
Mkhalidwe wa AI m'makampani, 2026
Ndalama ndi zenizeni. Phindu ayi.
Bajeti za AI zawirikiza kawiri chaka chino. Makampani ambiri alibe chosonyeza.
Writer 2026 (n=2,400) · McKinsey 2025 (n=1,993) · Gulu la antchito la US la Gallup
The adoption gap
Stanford HAI · Gallup 2025
Mipando yagulidwa kwa kampani yonse, kutengera kunja kwa uinjiniya kuli pa 27%. Ogwiritsa ntchito mwaluso amapeza kutulutsa 5× kuchokera ku nsanja zomwezo zomwe ena onse amanyalanyaza.
Makampani apakati alibe magulu a AI odzipereka. Nsanja ndi luso siziyenera kufunika limodzi.
Palibe routing, palibe kuyeza. Ntchito iliyonse imapita ku modelo yodula kwambiri yosinthidwa ndipo palibe amene angatsimikizire kuti chilichonse chagwira ntchito.
51% ya opanga mapulogalamu amagwiritsa ntchito AI tsiku lililonse. Avareji ya antchito a maofesi: 27%. Opereka payekha: 16%. Nsanja zimagwira ntchito — anthu ambiri sangathe kuzigwiritsa ntchito.
Nsanja
Maluso anayi. Nsanja imodzi. Mgwirizano umodzi.
Amagawana chikhalidwe chomwecho ndi kupereka mfundo zofanana. Mugule kuchokera kwa ogulitsa anayi ndipo mudzatha ndi madashboard anayi popanda yankho.
AI Fluency
Ma prompt, luso ndi ma workflow kuchokera ku cholinga chosavuta. Zogwiritsanso ntchito ndi gulu lonse. Luso mwa kuchita, osati mwa maphunziro.
AI FinOps
Mtengo ndi kagwiritsidwe ka token zikutsatidwa mwa gulu ndi ntchito. Semantic routing kupita ku modelo yamtengo wapamwamba pa ntchito iliyonse. Dashboard imodzi ya ndalama zonse za AI.
AI Quality
Kupereka mfundo zolimbana ndi slop ndi zolimbana ndi hallucination pa chinthu chilichonse chopangidwa. Kuunika ntchito ya tsiku ndi tsiku — mbali 16, chotulutsa chilichonse.
AI Governance
Kusuntha kwa mamodeli, osati kumangika kwa wogulitsa — frontier, sovereign, kapena open source. Luso, mamodeli ndi kayendetsedwe ka ndalama zovomerezeka. ROI pa chinthu chilichonse chopangidwa poyerekeza ndi muyeso wa munthu, wokonzekera kuunika kuyambira tsiku loyamba.
Zinthu
The tools to get there.
Prompeteer
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