CognitiveAristocracy
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Company report · generated from Poolside's indicators

Poolside — full AI read

Poolside (AI Coding, United States) — $3bn market cap. AI Influence (AII) 55.1 (#116/208 most AI-influential), Corporate Power 22.1. Its standout dimension is AI-stack independence (58.0, Leading).

Sector
AI Coding
HQ
San Francisco, United States
Ownership
Private
Revenue
$0bn
Market cap / valuation
$3bn
Employees
0k
AI Influence (AII)
55.1
Corporate Power (CPX)
22.1

Dimension read

DimensionValueStandingWhat a high vs low value means — and where Poolside sits
AII AI Influence (AII)55.1Moderate · #114/208Mid-pack. High would mean a company that powerfully shapes the AI world; low would mean 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)22.1Developing · #294/348Low 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 capability64.0Strong · #67/348High here — at or defining the AI frontier (model quality & research).
▲ high: at or defining the AI frontier (model quality & research)  ·  ▼ low: far from the AI frontier
AI criticality AI criticality50.0Moderate · #132/348Mid-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 influence52.0Moderate · #162/348Mid-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)71.4Strong · #84/348High here — an AI leader — deep adoption, talent and AI-centric products.
▲ high: an AI leader — deep adoption, talent and AI-centric products  ·  ▼ low: an AI laggard relative to peers
AI-stack independence AI-stack independence58.0Leading · #24/348High 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 leverage50.0Developing · #280/348Low here — limited leverage beyond its size.
▲ high: outsized sway over policy, markets and standards  ·  ▼ low: limited leverage beyond its size

Strengths

  • AI-stack independence (58.0, Leading) — owns its own models, AI silicon and cloud — vertically independent.
  • Frontier capability (64.0, Strong) — at or defining the AI frontier (model quality & research).
  • Corporate AI (CAI) (71.4, Strong) — an AI leader — deep adoption, talent and AI-centric products.

Risk factors

  • Immature AI governance (45): responsible-AI controls trail capability — a reputational/regulatory exposure.
  • Relative weakness — Corporate Power (CPX) (22.1, Developing): 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.