CognitiveAristocracy
Detail
Company report · generated from Upstage's indicators

Upstage — full AI read

Upstage (Foundation Models, South Korea) — $0bn market cap. AI Influence (AII) 49.7 (#171/208 most AI-influential), Corporate Power 14.7. Its standout dimension is AI-stack independence (48.0, Strong).

Sector
Foundation Models
HQ
Yongin, South Korea
Ownership
Private
Revenue
$0bn
Market cap / valuation
$0bn
Employees
0k
AI Influence (AII)
49.7
Corporate Power (CPX)
14.7

Dimension read

DimensionValueStandingWhat a high vs low value means — and where Upstage sits
AII AI Influence (AII)49.7Developing · #169/208Low here — limited influence over AI's direction.
▲ high: a company that powerfully shapes the AI world  ·  ▼ low: limited influence over AI's direction
CPX Corporate Power (CPX)14.7Lagging · #347/348Low here — limited absolute power to shape global affairs.
▲ high: a civilization-shaping heavyweight — vast market cap, reach and strategic leverage  ·  ▼ low: limited absolute power to shape global affairs
Frontier capability Frontier capability56.0Moderate · #109/348Mid-pack. High would mean at or defining the AI frontier (model quality & research); low would mean far from the AI frontier.
▲ high: at or defining the AI frontier (model quality & research)  ·  ▼ low: far from the AI frontier
AI criticality AI criticality48.0Moderate · #150/348Mid-pack. High would mean a foundational chokepoint the AI ecosystem is built on; low would mean not critical to the AI ecosystem.
▲ high: a foundational chokepoint the AI ecosystem is built on  ·  ▼ low: not critical to the AI ecosystem
Leadership influence Leadership influence50.0Moderate · #203/348Mid-pack. High would mean led by a major AI/world power-broker; low would mean leadership with limited outside influence.
▲ high: led by a major AI/world power-broker  ·  ▼ low: leadership with limited outside influence
AI momentum AI momentum76.0Moderate · #107/348Mid-pack. High would mean surging adoption and mindshare; low would mean flat or fading AI momentum.
▲ high: surging adoption and mindshare  ·  ▼ low: flat or fading AI momentum
CAI Corporate AI (CAI)69.1Moderate · #121/348Mid-pack. High would mean an AI leader — deep adoption, talent and AI-centric products; low would mean an AI laggard relative to peers.
▲ high: an AI leader — deep adoption, talent and AI-centric products  ·  ▼ low: an AI laggard relative to peers
AI-stack independence AI-stack independence48.0Strong · #78/348High here — owns its own models, AI silicon and cloud — vertically independent.
▲ high: owns its own models, AI silicon and cloud — vertically independent  ·  ▼ low: depends on others' models, chips or cloud
Strategic leverage Strategic leverage42.0Lagging · #336/348Low here — limited leverage beyond its size.
▲ high: outsized sway over policy, markets and standards  ·  ▼ low: limited leverage beyond its size

Strengths

  • AI-stack independence (48.0, Strong) — owns its own models, AI silicon and cloud — vertically independent.

Risk factors

  • Immature AI governance (54): responsible-AI controls trail capability — a reputational/regulatory exposure.
  • Relative weakness — Corporate Power (CPX) (14.7, Lagging): limited absolute power to shape global affairs.
These are model outputs and scenarios, not forecasts of actual outcomes. This platform measures access to, utilization of, and leverage from cognitive infrastructure — not intelligence. No causality or certainty is claimed.