CognitiveAristocracy
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Overview / Regions / Lausanne

Lausanne

Europe Power #131/162Per-capita #42National view: Switzerland →
Metro Power
31.1
of 100 · #131
MPI
31.1
MCC
53.1
MDI
51.4

Pillar profile

Talent56.1
Capital36.2
Research50.8
Infrastructure71.2
Agentic51.4

Indicators

  • Population (m)0.8
  • GDP ($bn)63.0
  • GDP per capita ($k)76.8
  • AI investment ($bn)1.8
  • Tech employment %9.8
  • AI talent68
  • Research strength76
  • Notable AI orgs26
  • Compute / data centers56
  • Broadband %96
  • Tertiary degree %54
  • Digital skills80
  • Startup ecosystem68
  • Agent adoption50
  • Patents / 100k58

Nearest peers

Metro report · generated from Lausanne's indicators

Lausanne — metro standing in full

Lausanne is the #128 metro by economic size ($63bn) in the panel and ranks #131/162 on absolute Metro Power and #42/162 on per-capita intensity. Its strongest pillar is Talent (56.1, Strong); no single pillar is a binding weakness. Locally it runs below the Switzerland national average (MCC 53.1 vs CC 68.2).

National context: Switzerland scores CC 68.2 per-capita; Lausanne sits at MCC 53.1.

Economic & scale context ● Eurostat met_10r_3gdp/met_pjanaggr3 (2021/22)

GDP (metro)
$63bn
#128 of 162
GDP / capita
$77k
Population
0.8M
AI investment
$1.8bn
#99 of 162
Notable AI orgs
26

Index & pillar read

For each metro index and pillar: what it means when high (the value) versus low (the gap), and Lausanne's own standing.

Index / pillarValueStandingWhat a high vs low value means — and where Lausanne sits
MPI Metro Power31.1Developing · #131/162Low here — limited absolute weight — a smaller node that leans on capacity built in larger hubs.
▲ high: a heavyweight hub where capital, talent and AI organizations concentrate — it can anchor an entire national AI ecosystem  ·  ▼ low: limited absolute weight — a smaller node that leans on capacity built in larger hubs
MCC Metro Coefficient53.1Strong · #42/162High here — deep capability per resident — a concentrated, high-intensity ecosystem.
▲ high: deep capability per resident — a concentrated, high-intensity ecosystem  ·  ▼ low: thin intensity per resident — capability is sparse relative to the population
MDI Metro Agentic51.4Strong · #34/162High here — agents are widely deployed locally — a near-term productivity multiplier.
▲ high: agents are widely deployed locally — a near-term productivity multiplier  ·  ▼ low: agentic deployment is shallow — the local agent lever is under-used
Talent Talent56.1Strong · #25/162High here — a deep talent pool — the scarcest input to building AI.
▲ high: a deep talent pool — the scarcest input to building AI  ·  ▼ low: a shallow talent base that constrains how much can be built locally
Capital Capital36.2Moderate · #66/162Mid-pack. High would mean abundant capital flowing into building cognitive infrastructure; low would mean thin investment — good ideas struggle to scale locally.
▲ high: abundant capital flowing into building cognitive infrastructure  ·  ▼ low: thin investment — good ideas struggle to scale locally
Research Research50.8Strong · #41/162High here — a strong research base feeding a pipeline of ideas and people.
▲ high: a strong research base feeding a pipeline of ideas and people  ·  ▼ low: a weak research base — fewer home-grown breakthroughs and spinouts
Infrastructure Infrastructure71.2Moderate · #54/162Mid-pack. High would mean the physical and digital rails to run AI at scale are in place; low would mean infrastructure gaps cap how much AI can actually be run locally.
▲ high: the physical and digital rails to run AI at scale are in place  ·  ▼ low: infrastructure gaps cap how much AI can actually be run locally
Agentic Agentic51.4Strong · #34/162High here — agents are actively deployed — an early-mover productivity edge.
▲ high: agents are actively deployed — an early-mover productivity edge  ·  ▼ low: little agentic deployment — the near-term lever is unused

Strengths to build on

  • Talent (56.1, Strong) — a deep talent pool — the scarcest input to building AI.
  • Agentic (51.4, Strong) — agents are actively deployed — an early-mover productivity edge.
  • Research (50.8, Strong) — a strong research base feeding a pipeline of ideas and people.

Risk factors

  • No acute structural gaps stand out across the metro pillars.
Metro values are curated estimates (v1) on a consistent global scale — not yet measured sub-national data.