[ AI ][ AI_COLLEAGUES ][ NOUN ]
The forecasted company design philosophy that defaults every process to machine-executable first, with human involvement added only where genuinely necessary, distinct from an autonomous company by being a stated design principle rather than a description of current operational reality.
REAL-WORLD EXAMPLE
"It's explicitly a machine-first company, every new process gets designed for an agent to run before anyone even asks if a human should."
LORE & ORIGIN
Forecasted term borrowing the '-first' design-philosophy naming pattern (mobile-first, API-first), applied to prioritizing machine-executable processes in company design.
FIRST SEEN
2026
PEAK POPULARITY
2026 (Predictive)
CURRENT STATUS
Legacy / Decaying Slang
Related To:Autonomous CompanyAI-Native Company
EQUIVALENT CONCEPTS IN OTHER LANGUAGES
中文 zh-CNMachine First 公司BORROWED'Machine First' kept as borrowed English phrase, 公司 = native 'company' - the design-philosophy naming pattern (mobile-first, API-first) is usually kept in English in Chinese tech commentary
日本語 ja-JPマシンファースト企業EQUIVALENTliterally 'machine-first enterprise' - マシンファースト = borrowed 'machine-first', 企業 = native 'enterprise'
한국어 ko-KR머신 퍼스트 기업EQUIVALENTliterally 'machine-first company' - 머신 퍼스트 = borrowed 'machine-first', 기업 = native 'company'
AURA IMPACT ⓘ
+10 AURA
TREND STATUS
↑ HIGH RISING FAST · LOW
CULTURE CATEGORY
[ AI ][ AI_COLLEAGUES ][ NOUN ]
RELATED TERMS
MENTIONS OVER TIME
2023202420252026
RELATED SEARCHES
TOP PLATFORMS
TikTok
38%
YouTube
22%
Twitter / X
18%
Reddit
14%
Others
8%
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