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Company report · generated from Upstage's indicators

Upstage, full AI read

Upstage (Foundation Models, South Korea), $0bn market cap. AI Influence (AII) 49.7 (#172/208 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 · #171/208Low 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 · #109/348Mid-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 · #123/348Mid-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.