Baasii AI irraa gara galii AI-tti.

Ogummaa AI garee hundaaf. FinOps baasii AI keessaniif. Dandeettii moodeela geeddaruu, cufaa miti — frontier, mootummaa, ykn madda banaa.

Waltajjii ilaali Nu waliin haasa'i

Haala AI dhaabbataa, 2026

Baasiin dhugaa dha. Galiin miti.

Baajanni AI bara kana dachaa ta'e. Dhaabbileen hedduun waan agarsiisan hin qaban.

59%

dhaabbilee AI irratti waggaatti $1M ol baasan

29%

AI uumaa irraa ROI guddaa argan

82¢

doolaara AI hunda keessaa irra deebi'anii hojjechuudhaan bade

hojjettoota US guyyaa guyyaan AI fayyadaman

Writer 2026 (n=2,400) · McKinsey 2025 (n=1,993) · Paanaalii humna hojii US Gallup

The adoption gap

Engineering teams

90%

White-collar average

27%

Individual contributors

16%

Daily active use (US)

Stanford HAI · Gallup 2025

AI-f kaffalu, kutaa xiqqaa isaa qofa fayyadamu

Teessoon dhaabbata guutuuf bitama, garuu fudhannaan injinariingii ala 27% irra jira. Fayyadamtoonni ol'aanoon waltajjiiwwan warri kaan tuffatan sana irraa oomishtummaa 5× argatu.

Namni AI qabu hin jiru, baajanni nama qacaru illee hin jiru

Dhaabbileen giddu-galeessaa gareewwan AI addaa hin qaban. Waltajjiin fi ogummaan isa hin barbaachisu.

Herregni ol ka'a, invooyisiin garuu waa homaa hin ibsu

Karaa qajeelchu hin jiru, safara hin jiru. Hojiin hundi moodeela durtii akkaan qaalii ta'e rukuta, namni tokkos akka wanti tokko hojjete mirkaneessuu hin danda'u.

Injinariingiin fudhate. Warri kaan hin fudhanne.

Developeroota keessaa 51% guyyaa guyyaan AI fayyadamu. Giddu-galeessa hojjettoota qara boruu: 27%. Gumaachitoota dhuunfaa: 16%. Waltajjiiwwan ni hojjetu — namoonni hedduun akka hojjetan gochuu hin danda'an.

Waltajjii

Dandeettii afur. Waltajjii tokko. Waliigaltee tokko.

Isaan haala tokkoo fi qabxii tokko qooddatu. Gurgurtoota afur irraa yoo bittan dhuma irratti daashboordii afurii fi deebii tokko malee hafu.

AI Fluency

Gaaffiiwwan, dandeettiiwwanii fi adeemsa hojii kaayyoo salphaa irraa. Gareen guutuun irra deebi'ee fayyadamuu danda'a. Dandeettii hojiidhaan, koorsiidhaan miti.

AI FinOps

Baasii fi fayyadama tokeenii garee fi tajaajilaan hordofama. Karaa qajeelfama semaantikaatiin hojii hundaaf moodeela gatii gaarii qabu. Daashboordii tokko baasii AI hunda irratti.

AI Quality

Qabxii anti-slop fi anti-hallucination artifaaktii hunda irratti. Madaallii hojii guyyaa guyyaa irratti — dhimma 16, bu'aa hundaa.

AI Governance

Dandeettii moodeela geeddaruu, gonkumaa cufaa miti — frontier, mootummaa, ykn madda banaa. Dandeettiiwwan, moodeelotaa fi to'annoo baasii hayyamaman. Bu'uura namootaa waliin wal bira qabamee ROI artifaaktii tokkoon tokkoo, guyyaa jalqabaa irraa oditii-qophaa'aa.

Shared layer Context & Memory Individual + team context composing into every generation

Oomisha

The tools to get there.

AI Fluency

Prompeteer

The Instant Enterprise AI Fluency Platform

Create prompts and agent skills — scored, model-tuned.

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Context Layer · Live

Memory

Your company context, every generation

Individual and team context that composes into every generation. Domain expertise, institutional knowledge and company voice — always present, never re-explained.

Explore Memory

AI Qulqullina

Zero Slop

Kill the machine sound. Keep every fact.

Scores your AI-assisted writing from 0 to 100.

Dabalataan baraa

Gorsa tarsiimoo

Meridian

Fractional Domain Experts for AI Transformation

Embedded domain experts delivering AI Governance, Quality, and Visibility.

Contact for engagement

Waraqaa oduu

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Moodeela wal fakkaataa. Bu'aa baay'ee garaagaraa.

Garaagarummaan gonkumaa moodeela AI hin turre. Yeroo hunda sirna naannoo isaa turre.

Waltajjii ilaali Nu waliin haasa'i